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Joyce Y. Chai, Qiaozi Gao, Lanbo She, Shaohua Yang, Sari Saba-Sadiya, Guangyue Xu. "Language to Action: Towards Interactive Task Learning with Physical Agents" | [Home Page] | [PDF]
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Hector Geffner. "Model-free, Model-based, and General Intelligence" | [Home Page] | [PDF]
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Danica Kragic, Joakim Gustafson, Hakan Karaoguz, Patric Jensfelt, Robert Krug. "Interactive, Collaborative Robots: Challenges and Opportunities" | [Home Page] | [PDF]
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Nirav Ajmeri, Hui Guo, Pradeep K. Murukannaiah, Munindar P. Singh. "Robust Norm Emergence by Revealing and Reasoning about Context: Socially Intelligent Agents for Enhancing Privacy" | [Home Page] | [PDF]
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Shaull Almagor, Orna Kupferman, Giuseppe Perelli. "Synthesis of Controllable Nash Equilibria in Quantitative Objective Game" | [Home Page] | [PDF]
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Georgios Amanatidis, Georgios Birmpas, Vangelis Markakis. "Comparing Approximate Relaxations of Envy-Freeness" | [Home Page] | [PDF]
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Vincenzo Auletta, Diodato Ferraioli, Gianluigi Greco. "Reasoning about Consensus when Opinions Diffuse through Majority Dynamics" | [Home Page] | [PDF]
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Haris Aziz, Piotr Faliszewski, Bernard Grofman, Arkadii Slinko, Nimrod Talmon. "Egalitarian Committee Scoring Rules" | [Home Page] | [PDF]
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Xiaohui Bei, Guangda Huzhang, Warut Suksompong. "Truthful Fair Division without Free Disposal" | [Home Page] | [PDF]
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Khaled Belahcene, Yann Chevaleyre, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. "Accountable Approval Sorting" | [Home Page] | [PDF]
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Francesco Belardinelli, Alessio Lomuscio, Aniello Murano, Sasha Rubin. "Alternating-time Temporal Logic on Finite Traces" | [Home Page] | [PDF]
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Nikhil Bhargava, Christian Muise, Tiago Vaquero, Brian Williams. "Managing Communication Costs under Temporal Uncertainty" | [Home Page] | [PDF]
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Arpita Biswas, Siddharth Barman. "Fair Division Under Cardinality Constraints" | [Home Page] | [PDF]
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Allan Borodin, Omer Lev, Nisarg Shah, Tyrone Strangway. "Big City vs. the Great Outdoors: Voter Distribution and How It Affects Gerrymandering" | [Home Page] | [PDF]
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Vitor Bosshard, Ye Wang, Sven Seuken. "Non-decreasing Payment Rules for Combinatorial Auctions" | [Home Page] | [PDF]
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Florian Brandl, Felix Brandt, Christian Stricker. "An Analytical and Experimental Comparison of Maximal Lottery Schemes" | [Home Page] | [PDF]
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Tomas Brazdil, Antonin Kucera, Vojtech Rehak. "Solving Patrolling Problems in the Internet Environment" | [Home Page] | [PDF]
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Gianluca Brero, Benjamin Lubin, Sven Seuken. "Combinatorial Auctions via Machine Learning-based Preference Elicitation" | [Home Page] | [PDF]
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Markus Brill, Nimrod Talmon. "Pairwise Liquid Democracy" | [Home Page] | [PDF]
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L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi. "Multiwinner Voting with Fairness Constraints" | [Home Page] | [PDF]
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Hau Chan, Albert Xin Jiang. "An FPTAS for Computing Nash Equilibrium in Resource Graph Games" | [Home Page] | [PDF]
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Paula Chocron, Paolo Pareti. "Vocabulary Alignment for Collaborative Agents: a Study with Real-World Multilingual How-to Instructions" | [Home Page] | [PDF]
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Moinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh. "Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search" | [Home Page] | [PDF]
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Richard Cole, Thanasis Lianeas, Evdokia Nikolova. "When Does Diversity of Agent Preferences Improve Outcomes in Selfish Routing?" | [Home Page] | [PDF]
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Theresa Csar, Martin Lackner, Reinhard Pichler. "Computing the Schulze Method for Large-Scale Preference Data Sets" | [Home Page] | [PDF]
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Bart de Keijzer, Dominik Wojtczak. "Facility Reallocation on the Line" | [Home Page] | [PDF]
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Lavindra de Silva, Felipe Meneguzzi, Brian Logan. "An Operational Semantics for a Fragment of PRS" | [Home Page] | [PDF]
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Eduard Eiben, Robert Ganian, Sebastian Ordyniak. "A Structural Approach to Activity Selection" | [Home Page] | [PDF]
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Sefi Erlich, Noam Hazon, Sarit Kraus. "Negotiation Strategies for Agents with Ordinal Preferences" | [Home Page] | [PDF]
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Piotr Faliszewski, Rica Gonen, Martin Koutecký, Nimrod Talmon. "Opinion Diffusion and Campaigning on Society Graphs" | [Home Page] | [PDF]
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Alireza Farhadi, MohammadTaghi Hajiaghayi. "On the Complexity of Chore Division" | [Home Page] | [PDF]
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Gabriele Farina, Alberto Marchesi, Christian Kroer, Nicola Gatti, Tuomas Sandholm. "Trembling-Hand Perfection in Extensive-Form Games with Commitment" | [Home Page] | [PDF]
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Diodato Ferraioli, Carmine Ventre. "Probabilistic Verification for Obviously Strategyproof Mechanisms" | [Home Page] | [PDF]
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Michele Flammini, Manuel Mauro, Matteo Tonelli. "On Fair Price Discrimination in Multi-Unit Markets" | [Home Page] | [PDF]
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Rupert Freeman, David M. Pennock. "An Axiomatic View of the Parimutuel Consensus Mechanism" | [Home Page] | [PDF]
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Noah Golowich, Harikrishna Narasimhan, David C. Parkes. "Deep Learning for Multi-Facility Location Mechanism Design" | [Home Page] | [PDF]
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Jordi Grau-Moya, Felix Leibfried, Haitham Bou-Ammar. "Balancing Two-Player Stochastic Games with Soft Q-Learning" | [Home Page] | [PDF]
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Sushmita Gupta, Sanjukta Roy, Saket Saurabh, Meirav Zehavi. "When Rigging a Tournament, Let Greediness Blind You" | [Home Page] | [PDF]
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Sushmita Gupta, Sanjukta Roy, Saket Saurabh, Meirav Zehavi. "Winning a Tournament by Any Means Necessary" | [Home Page] | [PDF]
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The Anh Han, Simon Lynch, Long Tran-Thanh, Francisco C. Santos. "Fostering Cooperation in Structured Populations Through Local and Global Interference Strategies" | [Home Page] | [PDF]
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Dong Hao, Kai Li, Tao Zhou. "Payoff Control in the Iterated Prisoner's Dilemma" | [Home Page] | [PDF]
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Adrian Haret, Hossein Khani, Stefano Moretti, Meltem Öztürk. "Ceteris paribus majority for social ranking" | [Home Page] | [PDF]
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Daisuke Hatano, Yuichi Yoshida. "Computational Aspects of the Preference Cores of Supermodular Two-Scenario Cooperative Games" | [Home Page] | [PDF]
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Benny Kimelfeld, Phokion G. Kolaitis, Julia Stoyanovich. "Computational Social Choice Meets Databases" | [Home Page] | [PDF]
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Panagiotis Kouvaros, Alessio Lomuscio, Edoardo Pirovano. "Symbolic Synthesis of Fault-Tolerance Ratios in Parameterised Multi-Agent Systems" | [Home Page] | [PDF]
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Christophe Labreuche, Simon Fossier. "Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value" | [Home Page] | [PDF]
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Martin Lackner, Piotr Skowron. "Approval-Based Multi-Winner Rules and Strategic Voting" | [Home Page] | [PDF]
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Chanelle Lee, Jonathan Lawry, Alan Winfield. "Combining Opinion Pooling and Evidential Updating for Multi-Agent Consensus" | [Home Page] | [PDF]
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Julien Lesca, Taiki Todo. "Service Exchange Problem" | [Home Page] | [PDF]
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Priel Levy, David Sarne, Yonatan Aumann. "Tractable (Simple) Contests" | [Home Page] | [PDF]
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Bin Li, Dong Hao, Dengji Zhao, Tao Zhou. "Customer Sharing in Economic Networks with Costs" | [Home Page] | [PDF]
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Bo Li, Wenyang Li, Yingkai Li. "Dynamic Fair Division Problem with General Valuations" | [Home Page] | [PDF]
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Chaojie Li, Chen Liu, Xinghuo Yu, Ke Deng, Tingwen Huang, Liangchen Liu. "Integrating Demand Response and Renewable Energy In Wholesale Market" | [Home Page] | [PDF]
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Zhuoshu Li, Neal Gupta, Sanmay Das, John P. Dickerson. "Equilibrium Behavior in Competing Dynamic Matching Markets" | [Home Page] | [PDF]
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Chun Kai Ling, Fei Fang, J. Zico Kolter. "What Game Are We Playing? End-to-end Learning in Normal and Extensive Form Games" | [Home Page] | [PDF]
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Alessio Lomuscio, Edoardo Pirovano. "Verifying Emergence of Bounded Time Properties in Probabilistic Swarm Systems" | [Home Page] | [PDF]
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Zbigniew Lonc, Miroslaw Truszczynski. "Maximin Share Allocations on Cycles" | [Home Page] | [PDF]
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Hang Ma, Glenn Wagner, Ariel Felner, Jiaoyang Li, T. K. Satish Kumar, Sven Koenig. "Multi-Agent Path Finding with Deadlines" | [Home Page] | [PDF]
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Takanori Maehara, Atsuhiro Narita, Jun Baba, Takayuki Kawabata. "Optimal Bidding Strategy for Brand Advertising" | [Home Page] | [PDF]
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Jan Maly, Miroslaw Truszczynski, Stefan Woltran. "Preference Orders on Families of Sets - When Can Impossibility Results Be Avoided?" | [Home Page] | [PDF]
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Weichao Mao, Zhenzhe Zheng, Fan Wu, Guihai Chen. "Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations" | [Home Page] | [PDF]
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Alberto Marchesi, Stefano Coniglio, Nicola Gatti. "Leadership in Singleton Congestion Games" | [Home Page] | [PDF]
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Sara Marie Mc Carthy, Corine M. Laan, Kai Wang, Phebe Vayanos, Arunesh Sinha, Milind Tambe. "The Price of Usability: Designing Operationalizable Strategies for Security Games" | [Home Page] | [PDF]
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Takahiro Miyoshi, Shigeo Matsubara. "Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators" | [Home Page] | [PDF]
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Arianna Novaro, Umberto Grandi, Dominique Longin, Emiliano Lorini. "Goal-Based Collective Decisions: Axiomatics and Computational Complexity" | [Home Page] | [PDF]
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Julian Padget, Marina De Vos, Charlie Ann Page. "Deontic Sensors" | [Home Page] | [PDF]
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Erel Segal-Halevi, Warut Suksompong. "Democratic Fair Allocation of Indivisible Goods" | [Home Page] | [PDF]
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Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann. "Double Auctions in Markets for Multiple Kinds of Goods" | [Home Page] | [PDF]
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Erel Segal-Halevi. "Redividing the Cake" | [Home Page] | [PDF]
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Weiran Shen, Zihe Wang, Song Zuo. "Ex-post IR Dynamic Auctions with Cost-per-Action Payments" | [Home Page] | [PDF]
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Zheyuan Ryan Shi, Ziye Tang, Long Tran-Thanh, Rohit Singh, Fei Fang. "Designing the Game to Play: Optimizing Payoff Structure in Security Games" | [Home Page] | [PDF]
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Dong Quan Vu, Patrick Loiseau, Alonso Silva. "Efficient Computation of Approximate Equilibria in Discrete Colonel Blotto Games" | [Home Page] | [PDF]
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Huan Vu, Samir Aknine, Sarvapali D. Ramchurn. "A Decentralised Approach to Intersection Traffic Management" | [Home Page] | [PDF]
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Thayne T. Walker, Nathan R. Sturtevant, Ariel Felner. "Extended Increasing Cost Tree Search for Non-Unit Cost Domains" | [Home Page] | [PDF]
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Xintong Wang, Yevgeniy Vorobeychik, Michael P. Wellman. "A Cloaking Mechanism to Mitigate Market Manipulation" | [Home Page] | [PDF]
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Weiwei Wu, Xiang Liu, Minming Li. "Budget-feasible Procurement Mechanisms in Two-sided Markets" | [Home Page] | [PDF]
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Mingyu Xiao, Xuanbei Wang. "Exact Algorithms and Complexity of Kidney Exchange" | [Home Page] | [PDF]
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Bo Yang, Min Liu. "Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach" | [Home Page] | [PDF]
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Yaodong Yang, Jianye Hao, Mingyang Sun, Zan Wang, Changjie Fan, Goran Strbac. "Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid" | [Home Page] | [PDF]
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Yongjie Yang, Jianxin Wang. "Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness" | [Home Page] | [PDF]
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Tal Ze'evi, Roie Zivan, Omer Lev. "Socially Motivated Partial Cooperation in Multi-agent Local Search" | [Home Page] | [PDF]
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Yuzhe Zhang, Kentaro Yahiro, Nathanaël Barrot, Makoto Yokoo. "Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints" | [Home Page] | [PDF]
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Shulian Cai, Jiabin Huang, Delu Zeng, Xinghao Ding, John Paisley. "MEnet: A Metric Expression Network for Salient Object Segmentation" | [Home Page] | [PDF]
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Hui Chen, Guiguang Ding, Zijia Lin, Sicheng Zhao, Jungong Han. "Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning" | [Home Page] | [PDF]
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Junjie Chen, William K. Cheung, Anran Wang. "Learning Deep Unsupervised Binary Codes for Image Retrieval" | [Home Page] | [PDF]
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Pu Chen, Xinyi Xu, Cheng Deng. "Deep View-Aware Metric Learning for Person Re-Identification" | [Home Page] | [PDF]
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Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo. "Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition" | [Home Page] | [PDF]
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Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan. "Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks" | [Home Page] | [PDF]
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Zhenzhong Chen, Wanjie Sun. "Scanpath Prediction for Visual Attention using IOR-ROI LSTM" | [Home Page] | [PDF]
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Gong Cheng, Decheng Gao, Yang Liu, Junwei Han. "Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification" | [Home Page] | [PDF]
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Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta. "Anonymizing k Facial Attributes via Adversarial Perturbations" | [Home Page] | [PDF]
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Jingze Chi, Yuxin Peng. "Dual Adversarial Networks for Zero-shot Cross-media Retrieval" | [Home Page] | [PDF]
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Guoxian Dai, Jin Xie, Yi Fang. "Siamese CNN-BiLSTM Architecture for 3D Shape Representation Learning" | [Home Page] | [PDF]
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Pingyang Dai, Rongrong Ji, Haibin Wang, Qiong Wu, Yuyu Huang. "Cross-Modality Person Re-Identification with Generative Adversarial Training" | [Home Page] | [PDF]
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Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, Pheng-Ann Heng. "R³Net: Recurrent Residual Refinement Network for Saliency Detection" | [Home Page] | [PDF]
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Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng. "Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss" | [Home Page] | [PDF]
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Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji. "Enhanced-alignment Measure for Binary Foreground Map Evaluation" | [Home Page] | [PDF]
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Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang. "Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification" | [Home Page] | [PDF]
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Bin-Bin Gao, Hong-Yu Zhou, Jianxin Wu, Xin Geng. "Age Estimation Using Expectation of Label Distribution Learning" | [Home Page] | [PDF]
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Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen. "Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints" | [Home Page] | [PDF]
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Yuxiao Guo, Xin Tong. "View-Volume Network for Semantic Scene Completion from a Single Depth Image" | [Home Page] | [PDF]
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Keke He, Yanwei Fu, Wuhao Zhang, Chengjie Wang, Yu-Gang Jiang, Feiyue Huang, Xiangyang Xue. "Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition" | [Home Page] | [PDF]
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Xiangteng He, Yuxin Peng, Junjie Zhao. "StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization" | [Home Page] | [PDF]
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Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. "Co-attention CNNs for Unsupervised Object Co-segmentation" | [Home Page] | [PDF]
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Zhongyue Huang, Jingwei Xu, Bingbing Ni. "Human Motion Generation via Cross-Space Constrained Sampling" | [Home Page] | [PDF]
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Wei Ji, Xi Li, Yueting Zhuang, Omar El Farouk Bourahla, Yixin Ji, Shihao Li, Jiabao Cui. "Semantic Locality-Aware Deformable Network for Clothing Segmentation" | [Home Page] | [PDF]
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Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma. "Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination" | [Home Page] | [PDF]
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Aishi Li, Ming Yang, Wanqi Yang. "Feature Integration with Adaptive Importance Maps for Visual Tracking" | [Home Page] | [PDF]
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Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu. "Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation" | [Home Page] | [PDF]
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Nannan Li, Zhenzhong Chen. "Image Cationing with Visual-Semantic LSTM" | [Home Page] | [PDF]
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Xuelong Li, Jian Yang, Qi Wang. "Nonrigid Points Alignment with Soft-weighted Selection" | [Home Page] | [PDF]
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Yang Li, Kan Li, Xinxin Wang. "Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation" | [Home Page] | [PDF]
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Chen Lin, Zhouyingcheng Liao, Peng Zhou, Jianguo Hu, Bingbing Ni. "Live Face Verification with Multiple Instantialized Local Homographic Parameterization" | [Home Page] | [PDF]
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Anan Liu, Ning Xu, Hanwang Zhang, Weizhi Nie, Yuting Su, Yongdong Zhang. "Multi-Level Policy and Reward Reinforcement Learning for Image Captioning" | [Home Page] | [PDF]
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Anan Liu, Shu Xiang, Wenhui Li, Weizhi Nie, Yuting Su. "Cross-Domain 3D Model Retrieval via Visual Domain Adaption" | [Home Page] | [PDF]
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Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao. "Deep Attribute Guided Representation for Heterogeneous Face Recognition" | [Home Page] | [PDF]
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Ding Liu, Bihan Wen, Xianming Liu, Zhangyang Wang, Thomas Huang. "When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach" | [Home Page] | [PDF]
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Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin. "Crowd Counting using Deep Recurrent Spatial-Aware Network" | [Home Page] | [PDF]
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Weiquan Liu, Xuelun Shen, Cheng Wang, Zhihong Zhang, Chenglu Wen, Jonathan Li. "H-Net: Neural Network for Cross-domain Image Patch Matching" | [Home Page] | [PDF]
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Yun Liu, Peng-Tao Jiang, Vahan Petrosyan, Shi-Jie Li, Jiawang Bian, Le Zhang, Ming-Ming Cheng. "DEL: Deep Embedding Learning for Efficient Image Segmentation" | [Home Page] | [PDF]
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Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li, Xianglong Liu. "Progressive Generative Hashing for Image Retrieval" | [Home Page] | [PDF]
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David Keetae Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, Noseong Park. "MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation" | [Home Page] | [PDF]
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Junfu Pu, Wengang Zhou, Houqiang Li. "Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition" | [Home Page] | [PDF]
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Jinwei Qi, Yuxin Peng, Yuxin Yuan. "Cross-media Multi-level Alignment with Relation Attention Network" | [Home Page] | [PDF]
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Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen. "Dual Conditional GANs for Face Aging and Rejuvenation" | [Home Page] | [PDF]
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Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen. "From Pixels to Objects: Cubic Visual Attention for Visual Question Answering" | [Home Page] | [PDF]
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Yuting Su, Wenhui Li, Anan Liu, Weizhi Nie. "Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval" | [Home Page] | [PDF]
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Danyang Sun, Tongzheng Ren, Chongxuan Li, Hang Su, Jun Zhu. "Learning to Write Stylized Chinese Characters by Reading a Handful of Examples" | [Home Page] | [PDF]
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Tiezhu Sun, Wei Zhang, Zhijie Wang, Lin Ma, Zequn Jie. "Image-level to Pixel-wise Labeling: From Theory to Practice" | [Home Page] | [PDF]
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Yongyi Tang, Lin Ma, Wei Liu, Wei-Shi Zheng. "Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics" | [Home Page] | [PDF]
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Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas. "CR-GAN: Learning Complete Representations for Multi-view Generation" | [Home Page] | [PDF]
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Hai Wan, Yonghao Luo, Bo Peng, Wei-Shi Zheng. "Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding" | [Home Page] | [PDF]
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Guolong Wang, Junchi Yan, Zheng Qin. "Collaborative and Attentive Learning for Personalized Image Aesthetic Assessment" | [Home Page] | [PDF]
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Hanmo Wang, Xiaojun Chang, Lei Shi, Yi Yang, Yi-Dong Shen. "Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision" | [Home Page] | [PDF]
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Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang. "Collaborative Learning for Weakly Supervised Object Detection" | [Home Page] | [PDF]
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Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin, Lizhuang Ma. "DRPose3D: Depth Ranking in 3D Human Pose Estimation" | [Home Page] | [PDF]
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Qiang Wang, Mengdan Zhang, Junliang Xing, Jin Gao, Weiming Hu, Steve Maybank. "Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking" | [Home Page] | [PDF]
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Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li. "Ensemble Soft-Margin Softmax Loss for Image Classification" | [Home Page] | [PDF]
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Yu Wang, Yi Niu, Peiyong Duan, Jianwei Lin, Yuanjie Zheng. "Deep Propagation Based Image Matting" | [Home Page] | [PDF]
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Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang. "Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion" | [Home Page] | [PDF]
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Zairan Wang, Weiming Li, Yueying Kao, Dongqing Zou, Qiang Wang, Minsu Ahn, Sunghoon Hong. "HCR-Net: A Hybrid of Classification and Regression Network for Object Pose Estimation" | [Home Page] | [PDF]
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Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin. "Deep Reasoning with Knowledge Graph for Social Relationship Understanding" | [Home Page] | [PDF]
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Aming Wu, Yahong Han. "Multi-modal Circulant Fusion for Video-to-Language and Backward" | [Home Page] | [PDF]
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Zheng Wu, Ruiheng Chang, Jiaxu Ma, Cewu Lu, Chi Keung Tang. "Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters" | [Home Page] | [PDF]
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Huapeng Xu, Guilin Qi, Jingjing Li, Meng Wang, Kang Xu, Huan Gao. "Fine-grained Image Classification by Visual-Semantic Embedding" | [Home Page] | [PDF]
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Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen, Zhanyong Tang, Dingyi Fang, Xiaoqing Gong, Zheng Wang. "Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach" | [Home Page] | [PDF]
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Yue Xu, Fei Yin, Zhaoxiang Zhang, Cheng-Lin Liu. "Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks" | [Home Page] | [PDF]
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Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, Dacheng Tao. "Semantic Structure-based Unsupervised Deep Hashing" | [Home Page] | [PDF]
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Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Minghui Qiu, Wei Lin. "IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection" | [Home Page] | [PDF]
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Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, Yung-Yu Chuang. "SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation" | [Home Page] | [PDF]
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Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua, Zhenmin Tang. "Extracting Privileged Information from Untagged Corpora for Classifier Learning" | [Home Page] | [PDF]
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Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C. Yuen. "Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking" | [Home Page] | [PDF]
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Zhou Yin, Wei-Shi Zheng, Ancong Wu, Hong-Xing Yu, Hai Wan, Xiaowei Guo, Feiyue Huang, Jianhuang Lai. "Adversarial Attribute-Image Person Re-identification" | [Home Page] | [PDF]
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Feiwu Yu, Xinxiao Wu, Yuchao Sun, Lixin Duan. "Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks" | [Home Page] | [PDF]
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Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao. "Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding" | [Home Page] | [PDF]
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Kun Yuan, Qian Zhang, Chang Huang, Shiming Xiang, Chunhong Pan. "SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification" | [Home Page] | [PDF]
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Chenrui Zhang, Yuxin Peng. "Visual Data Synthesis via GAN for Zero-Shot Video Classification" | [Home Page] | [PDF]
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Chenrui Zhang, Yuxin Peng. "Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification" | [Home Page] | [PDF]
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Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li. "Markov Random Neural Fields for Face Sketch Synthesis" | [Home Page] | [PDF]
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Pingping Zhang, Wei Liu, Huchuan Lu, Chunhua Shen. "Salient Object Detection by Lossless Feature Reflection" | [Home Page] | [PDF]
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Rui Zhang, Sheng Tang, Luoqi Liu, Yongdong Zhang, Jintao Li, Shuicheng Yan. "High Resolution Feature Recovering for Accelerating Urban Scene Parsing" | [Home Page] | [PDF]
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Shengchuan Zhang, Rongrong Ji, Jie Hu, Yue Gao, Chia-Wen Lin. "Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid" | [Home Page] | [PDF]
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Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam. "Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask" | [Home Page] | [PDF]
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Bin Zhao, Xuelong Li, Xiaoqiang Lu. "Video Captioning with Tube Features" | [Home Page] | [PDF]
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Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng. "3D-Aided Deep Pose-Invariant Face Recognition" | [Home Page] | [PDF]
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Kai Zhao, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng. "Hi-Fi: Hierarchical Feature Integration for Skeleton Detection" | [Home Page] | [PDF]
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Qiang Zhao, Chen Zhu, Feng Dai, Yike Ma, Guoqing Jin, Yongdong Zhang. "Distortion-aware CNNs for Spherical Images" | [Home Page] | [PDF]
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Wei Zhao, Benyou Wang, Jianbo Ye, Min Yang, Zhou Zhao, Ruotian Luo, Yu Qiao. "A Multi-task Learning Approach for Image Captioning" | [Home Page] | [PDF]
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Yunwei Zhao, Can Wang, Chi-Hung Chi, Kwok-Yan Lam, Sen Wang. "A Comparative Study of Transactional and Semantic Approaches for Predicting Cascades on Twitter" | [Home Page] | [PDF]
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Linyu Zheng, Ming Tang, Jinqiao Wang. "Learning Robust Gaussian Process Regression for Visual Tracking" | [Home Page] | [PDF]
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Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun, Yongjian Wu, Feiyue Huang, Yanhua Yang. "Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval" | [Home Page] | [PDF]
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Hongyuan Zhu, Xi Peng, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim. "DehazeGAN: When Image Dehazing Meets Differential Programming" | [Home Page] | [PDF]
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Dina Barak-Pelleg, Daniel Berend. "On the Satisfiability Threshold of Random Community-Structured SAT" | [Home Page] | [PDF]
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Manuel Bodirsky, Peter Jonsson, Barnaby Martin, Antoine Mottet. "Classification Transfer for Qualitative Reasoning Problems" | [Home Page] | [PDF]
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Thi-Bich-Hanh Dao, Chia-Tung Kuo, S. S. Ravi, Christel Vrain, Ian Davidson. "Descriptive Clustering: ILP and CP Formulations with Applications" | [Home Page] | [PDF]
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Diego De Uña, Nataliia Rümmele, Graeme Gange, Peter Schachte, Peter J. Stuckey. "Machine Learning and Constraint Programming for Relational-To-Ontology Schema Mapping" | [Home Page] | [PDF]
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Eduard Eiben, Robert Ganian, Dušan Knop, Sebastian Ordyniak. "Unary Integer Linear Programming with Structural Restrictions" | [Home Page] | [PDF]
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Jan Elffers, Jakob Nordström. "Divide and Conquer: Towards Faster Pseudo-Boolean Solving" | [Home Page] | [PDF]
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Jan Elffers, Jesús Giráldez-Cru, Stephan Gocht, Jakob Nordström, Laurent Simon. "Seeking Practical CDCL Insights from Theoretical SAT Benchmarks" | [Home Page] | [PDF]
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Emmanuel Hebrard, George Katsirelos. "Conflict Directed Clause Learning for Maximum Weighted Clique Problem" | [Home Page] | [PDF]
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Luke Hunsberger, Roberto Posenato. "Simpler and Faster Algorithm for Checking the Dynamic Consistency of Conditional Simple Temporal Networks" | [Home Page] | [PDF]
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Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. "DMC: A Distributed Model Counter" | [Home Page] | [PDF]
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Nian-Ze Lee, Yen-Shi Wang, Jie-Hong R. Jiang. "Solving Exist-Random Quantified Stochastic Boolean Satisfiability via Clause Selection" | [Home Page] | [PDF]
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Zhendong Lei, Shaowei Cai. "Solving (Weighted) Partial MaxSAT by Dynamic Local Search for SAT" | [Home Page] | [PDF]
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Nina Narodytska, Nikolaj Bjørner, Maria-Cristina Marinescu, Mooly Sagiv. "Core-Guided Minimal Correction Set and Core Enumeration" | [Home Page] | [PDF]
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Nina Narodytska, Alexey Ignatiev, Filipe Pereira, Joao Marques-Silva. "Learning Optimal Decision Trees with SAT" | [Home Page] | [PDF]
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Duy Nhat Phan, Hoai Minh Le, Hoai An Le Thi. "Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression" | [Home Page] | [PDF]
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Miguel Terra-Neves, Inês Lynce, Vasco Manquinho. "Stratification for Constraint-Based Multi-Objective Combinatorial Optimization" | [Home Page] | [PDF]
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Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus. "Compact-MDD: Efficiently Filtering (s)MDD Constraints with Reversible Sparse Bit-sets" | [Home Page] | [PDF]
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Robert J. Woodward, Berthe Y. Choueiry, Christian Bessiere. "A Reactive Strategy for High-Level Consistency During Search" | [Home Page] | [PDF]
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Chao Bian, Chao Qian, Ke Tang. "A General Approach to Running Time Analysis of Multi-objective Evolutionary Algorithms" | [Home Page] | [PDF]
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Shaowei Cai, Wenying Hou, Jinkun Lin, Yuanjie Li. "Improving Local Search for Minimum Weight Vertex Cover by Dynamic Strategies" | [Home Page] | [PDF]
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Patryk Chrabąszcz, Ilya Loshchilov, Frank Hutter. "Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari" | [Home Page] | [PDF]
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Liron Cohen, Tansel Uras, Shiva Jahangiri, Aliyah Arunasalam, Sven Koenig, T. K. Satish Kumar. "The FastMap Algorithm for Shortest Path Computations" | [Home Page] | [PDF]
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Liron Cohen, Matias Greco, Hang Ma, Carlos Hernandez, Ariel Felner, T. K. Satish Kumar, Sven Koenig. "Anytime Focal Search with Applications" | [Home Page] | [PDF]
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Katharina Eggensperger, Marius Lindauer, Frank Hutter. "Neural Networks for Predicting Algorithm Runtime Distributions" | [Home Page] | [PDF]
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Jian Gao, Jiejiang Chen, Minghao Yin, Rong Chen, Yiyuan Wang. "An Exact Algorithm for Maximum k-Plexes in Massive Graphs" | [Home Page] | [PDF]
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Longkun Guo, Yunyun Deng, Kewen Liao, Qiang He, Timos Sellis, Zheshan Hu. "A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths" | [Home Page] | [PDF]
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Manuel Heusner, Thomas Keller, Malte Helmert. "Best-Case and Worst-Case Behavior of Greedy Best-First Search" | [Home Page] | [PDF]
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Yue Hu, Juntao Li, Xi Li, Gang Pan, Mingliang Xu. "Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement" | [Home Page] | [PDF]
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Chao Qian, Yang Yu, Ke Tang. "Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection" | [Home Page] | [PDF]
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Chao Qian, Chao Feng, Ke Tang. "Sequence Selection by Pareto Optimization" | [Home Page] | [PDF]
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Chao Qian, Guiying Li, Chao Feng, Ke Tang. "Distributed Pareto Optimization for Subset Selection" | [Home Page] | [PDF]
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Tansel Uras, Sven Koenig. "Understanding Subgoal Graphs by Augmenting Contraction Hierarchies" | [Home Page] | [PDF]
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Yiyuan Wang, Shaowei Cai, Jiejiang Chen, Minghao Yin. "A Fast Local Search Algorithm for Minimum Weight Dominating Set Problem on Massive Graphs" | [Home Page] | [PDF]
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Yuechen Wu, Wei Zhang, Ke Song. "Master-Slave Curriculum Design for Reinforcement Learning" | [Home Page] | [PDF]
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Yili Fang, Hailong Sun, Pengpeng Chen, Jinpeng Huai. "On the Cost Complexity of Crowdsourcing" | [Home Page] | [PDF]
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Zehong Hu, Jie Zhang. "A Novel Strategy for Active Task Assignment in Crowd Labeling" | [Home Page] | [PDF]
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Thao Le Minh, Nobuyuki Shimizu, Takashi Miyazaki, Koichi Shinoda. "Deep Learning Based Multi-modal Addressee Recognition in Visual Scenes with Utterances" | [Home Page] | [PDF]
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Jiyi Li, Yukino Baba, Hisashi Kashima. "Simultaneous Clustering and Ranking from Pairwise Comparisons" | [Home Page] | [PDF]
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Yang Li, Wenming Zheng, Zhen Cui, Tong Zhang, Yuan Zong. "A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition" | [Home Page] | [PDF]
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ThaiBinh Nguyen, Atsuhiro Takasu. "NPE: Neural Personalized Embedding for Collaborative Filtering" | [Home Page] | [PDF]
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Olabambo I. Oluwasuji, Obaid Malik, Jie Zhang, Sarvapali D. Ramchurn. "Algorithms for Fair Load Shedding in Developing Countries" | [Home Page] | [PDF]
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Yu Qi, Jiangrong Shen, Yueming Wang, Huajin Tang, Hang Yu, Zhaohui Wu, Gang Pan. "Jointly Learning Network Connections and Link Weights in Spiking Neural Networks" | [Home Page] | [PDF]
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Hongchang Shan, Yu Liu, Todor Stefanov. "A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface" | [Home Page] | [PDF]
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Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall. "Cross-Domain Depression Detection via Harvesting Social Media" | [Home Page] | [PDF]
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Sunbeom So, Hakjoo Oh. "Synthesizing Pattern Programs from Examples" | [Home Page] | [PDF]
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Wen Wang, Wei Zhang, Jun Wang, Junchi Yan, Hongyuan Zha. "Learning Sequential Correlation for User Generated Textual Content Popularity Prediction" | [Home Page] | [PDF]
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Peizhi Wu, Yi Tu, Xiaojie Yuan, Adam Jatowt, Zhenglu Yang. "Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks" | [Home Page] | [PDF]
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Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han, Jianzhuang Liu. "Memory Attention Networks for Skeleton-based Action Recognition" | [Home Page] | [PDF]
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Qi Xu, Yu Qi, Hang Yu, Jiangrong Shen, Huajin Tang, Gang Pan. "CSNN: An Augmented Spiking based Framework with Perceptron-Inception" | [Home Page] | [PDF]
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Tielin Zhang, Yi Zeng, Dongcheng Zhao, Bo Xu. "Brain-inspired Balanced Tuning for Spiking Neural Networks" | [Home Page] | [PDF]
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Sicheng Zhao, Guiguang Ding, Jungong Han, Yue Gao. "Personality-Aware Personalized Emotion Recognition from Physiological Signals" | [Home Page] | [PDF]
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Mario Alviano. "Query Answering in Propositional Circumscription" | [Home Page] | [PDF]
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Giovanni Amendola, Nicola Leone, Marco Manna, Pierfrancesco Veltri. "Enhancing Existential Rules by Closed-World Variables" | [Home Page] | [PDF]
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Giovanni Amendola, Leonid Libkin. "Explainable Certain Answers" | [Home Page] | [PDF]
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Pablo Barceló, Gerald Berger, Carsten Lutz, Andreas Pieris. "First-Order Rewritability of Frontier-Guarded Ontology-Mediated Queries" | [Home Page] | [PDF]
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Alexander Bochman. "Actual Causality in a Logical Setting" | [Home Page] | [PDF]
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AnneMarie Borg, Christian Straßer. "Relevance in Structured Argumentation" | [Home Page] | [PDF]
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Zied Bouraoui, Steven Schockaert. "Learning Conceptual Space Representations of Interrelated Concepts" | [Home Page] | [PDF]
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Marcello D'Agostino, Sanjay Modgil. "A Study of Argumentative Characterisations of Preferred Subtheories" | [Home Page] | [PDF]
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Antonio Rago, Oana Cocarascu, Francesca Toni. "Argumentation-Based Recommendations: Fantastic Explanations and How to Find Them" | [Home Page] | [PDF]
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Taisuke Sato, Katsumi Inoue, Chiaki Sakama. "Abducing Relations in Continuous Spaces" | [Home Page] | [PDF]
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Steven Schockaert, Sanjiang Li. "Reasoning about Betweenness and RCC8 Constraints in Qualitative Conceptual Spaces" | [Home Page] | [PDF]
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David Tena Cucala, Bernardo Cuenca Grau, Ian Horrocks. "Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals" | [Home Page] | [PDF]
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Bruno Yun, Srdjan Vesic, Madalina Croitoru, Pierre Bisquert. "Inconsistency Measures for Repair Semantics in OBDA" | [Home Page] | [PDF]
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Yizheng Zhao, Renate Schmidt. "On Concept Forgetting in Description Logics with Qualified Number Restrictions" | [Home Page] | [PDF]
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Gundeep Arora, Anupreet Porwal, Kanupriya Agarwal, Avani Samdariya, Piyush Rai. "Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels" | [Home Page] | [PDF]
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Patrick P. K. Chan, Xian Hu, Lili Zhao, Daniel S. Yeung, Dapeng Liu, Lei Xiao. "Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences" | [Home Page] | [PDF]
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Dong-Dong Chen, Wei Wang, Wei Gao, Zhi-Hua Zhou. "Tri-net for Semi-Supervised Deep Learning" | [Home Page] | [PDF]
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Shuo Chen, Chen Gong, Jian Yang, Xiang Li, Yang Wei, Jun Li. "Adversarial Metric Learning" | [Home Page] | [PDF]
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Minhao Cheng, Cho-Jui Hsieh. "Distributed Primal-Dual Optimization for Non-uniformly Distributed Data" | [Home Page] | [PDF]
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Edward Cheung, Yuying Li. "Solving Separable Nonsmooth Problems Using Frank-Wolfe with Uniform Affine Approximations" | [Home Page] | [PDF]
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Yoichi Chikahara, Akinori Fujino. "Causal Inference in Time Series via Supervised Learning" | [Home Page] | [PDF]
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Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen. "Unifying and Merging Well-trained Deep Neural Networks for Inference Stage" | [Home Page] | [PDF]
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Miguel Couceiro, Nicolas Hug, Henri Prade, Gilles Richard. "Behavior of Analogical Inference w.r.t. Boolean Functions" | [Home Page] | [PDF]
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Xiao Dong, Lei Zhu, Xuemeng Song, Jingjing Li, Zhiyong Cheng. "Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection" | [Home Page] | [PDF]
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Lun Du, Zhicong Lu, Yun Wang, Guojie Song, Yiming Wang, Wei Chen. "Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach" | [Home Page] | [PDF]
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Lun Du, Yun Wang, Guojie Song, Zhicong Lu, Junshan Wang. "Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding" | [Home Page] | [PDF]
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Yuxuan Du, Tongliang Liu, Yinan Li, Runyao Duan, Dacheng Tao. "Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization" | [Home Page] | [PDF]
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Lei Feng, Bo An. "Leveraging Latent Label Distributions for Partial Label Learning" | [Home Page] | [PDF]
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Qiang Fu, Xu Han, Xianglong Liu, Jingkuan Song, Cheng Deng. "Complementary Binary Quantization for Joint Multiple Indexing" | [Home Page] | [PDF]
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Hongchang Gao, Heng Huang. "Joint Generative Moment-Matching Network for Learning Structural Latent Code" | [Home Page] | [PDF]
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Hongchang Gao, Heng Huang. "Stochastic Second-Order Method for Large-Scale Nonconvex Sparse Learning Models" | [Home Page] | [PDF]
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Li Gao, Hong Yang, Chuan Zhou, Jia Wu, Shirui Pan, Yue Hu. "Active Discriminative Network Representation Learning" | [Home Page] | [PDF]
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Chen Gong, Xiaojun Chang, Meng Fang, Jian Yang. "Teaching Semi-Supervised Classifier via Generalized Distillation" | [Home Page] | [PDF]
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Bin Gu, Xingwang Ju, Xiang Li, Guansheng Zheng. "Faster Training Algorithms for Structured Sparsity-Inducing Norm" | [Home Page] | [PDF]
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Bin Gu, Yingying Shan, Xiang Geng, Guansheng Zheng. "Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs" | [Home Page] | [PDF]
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Ruocheng Guo, Jundong Li, Huan Liu. "INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process" | [Home Page] | [PDF]
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Yuan Guo, Peng Tian, Jayashree Kalpathy-Cramer, Susan Ostmo, J.Peter Campbell, Michael F.Chiang, Deniz Erdogmus, Jennifer Dy, Stratis Ioannidis. "Experimental Design under the Bradley-Terry Model" | [Home Page] | [PDF]
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Li He, Qi Meng, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu. "Differential Equations for Modeling Asynchronous Algorithms" | [Home Page] | [PDF]
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Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang. "Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks" | [Home Page] | [PDF]
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Yu He, Jianxin Li, Yangqiu Song, Mutian He, Hao Peng. "Time-evolving Text Classification with Deep Neural Networks" | [Home Page] | [PDF]
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Hoda Heidari, Andreas Krause. "Preventing Disparate Treatment in Sequential Decision Making" | [Home Page] | [PDF]
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Dejiang Kong, Fei Wu. "HST-LSTM: A Hierarchical Spatial-Temporal Long-Short Term Memory Network for Location Prediction" | [Home Page] | [PDF]
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Nils M. Kriege, Christopher Morris, Anja Rey, Christian Sohler. "A Property Testing Framework for the Theoretical Expressivity of Graph Kernels" | [Home Page] | [PDF]
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Zichuan Lin, Tianqi Zhao, Guangwen Yang, Lintao Zhang. "Episodic Memory Deep Q-Networks" | [Home Page] | [PDF]
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Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness Shroff. "UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits" | [Home Page] | [PDF]
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Hao Liu, Lirong He, Haoli Bai, Bo Dai, Kun Bai, Zenglin Xu. "Structured Inference for Recurrent Hidden Semi-markov Model" | [Home Page] | [PDF]
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Yang Liu, Quanxue Gao, Jin Li, Jungong Han, Ling Shao. "Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder" | [Home Page] | [PDF]
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Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon. "Adversarial Constraint Learning for Structured Prediction" | [Home Page] | [PDF]
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Yunhao Tang, Shipra Agrawal. "Exploration by Distributional Reinforcement Learning" | [Home Page] | [PDF]
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Sebastian Tschiatschek, Aytunc Sahin, Andreas Krause. "Differentiable Submodular Maximization" | [Home Page] | [PDF]
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Yuanyu Wan, Nan Wei, Lijun Zhang. "Efficient Adaptive Online Learning via Frequent Directions" | [Home Page] | [PDF]
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Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. "Cascaded Low Rank and Sparse Representation on Grassmann Manifolds" | [Home Page] | [PDF]
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Guanghui Wang, Dakuan Zhao, Lijun Zhang. "Minimizing Adaptive Regret with One Gradient per Iteration" | [Home Page] | [PDF]
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Hui Wang, Hanbin Zhao, Xi Li, Xu Tan. "Progressive Blockwise Knowledge Distillation for Neural Network Acceleration" | [Home Page] | [PDF]
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Jing Wang, Feng Tian, Weiwei Liu, Xiao Wang, Wenjie Zhang, Kenji Yamanishi. "Ranking Preserving Nonnegative Matrix Factorization" | [Home Page] | [PDF]
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Ke Wang, Xin Geng. "Binary Coding based Label Distribution Learning" | [Home Page] | [PDF]
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Keze Wang, Liang Lin, Chuangjie Ren, Wei Zhang, Wenxiu Sun. "Convolutional Memory Blocks for Depth Data Representation Learning" | [Home Page] | [PDF]
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Lichen Wang, Zhengming Ding, Yun Fu. "Adaptive Graph Guided Embedding for Multi-label Annotation" | [Home Page] | [PDF]
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Nan Wang, Xibin Zhao, Yu Jiang, Yue Gao. "Iterative Metric Learning for Imbalance Data Classification" | [Home Page] | [PDF]
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Qixiang Wang, Shanfeng Wang, Maoguo Gong, Yue Wu. "Feature Hashing for Network Representation Learning" | [Home Page] | [PDF]
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Wenhai Wang, Xiang Li, Tong Lu, Jian Yang. "Mixed Link Networks" | [Home Page] | [PDF]
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Xiaoqian Wang, Yijun Huang, Ji Liu, Heng Huang. "New Balanced Active Learning Model and Optimization Algorithm" | [Home Page] | [PDF]
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Yi Wang, Nan Xue, Xin Fan, Jiebo Luo, Risheng Liu, Bin Chen, Haojie Li, Zhongxuan Luo. "Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams" | [Home Page] | [PDF]
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Hui-Hui Wei, Ming Li. "Positive and Unlabeled Learning for Detecting Software Functional Clones with Adversarial Training" | [Home Page] | [PDF]
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Tong Wei, Yu-Feng Li. "Does Tail Label Help for Large-Scale Multi-Label Learning" | [Home Page] | [PDF]
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Xuan Wu, Min-Ling Zhang. "Towards Enabling Binary Decomposition for Partial Label Learning" | [Home Page] | [PDF]
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Zheng Xie, Ming Li. "Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization" | [Home Page] | [PDF]
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Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo. "De-biasing Covariance-Regularized Discriminant Analysis" | [Home Page] | [PDF]
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Cai Xu, Ziyu Guan, Wei Zhao, Yunfei Niu, Quan Wang, Zhiheng Wang. "Deep Multi-View Concept Learning" | [Home Page] | [PDF]
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Hongteng Xu, Dixin Luo, Lawrence Carin. "Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes" | [Home Page] | [PDF]
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Jianpeng Xu, Xi Liu, Tyler Wilson, Pang-Ning Tan, Pouyan Hatami, Lifeng Luo. "MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling" | [Home Page] | [PDF]
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Jie Xu, Lei Luo, Cheng Deng, Heng Huang. "Multi-Level Metric Learning via Smoothed Wasserstein Distance" | [Home Page] | [PDF]
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Ning Xu, An Tao, Xin Geng. "Label Enhancement for Label Distribution Learning" | [Home Page] | [PDF]
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Zhiqiang Xu, Xin Cao, Xin Gao. "Convergence Analysis of Gradient Descent for Eigenvector Computation" | [Home Page] | [PDF]
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Ziru Xu, Yunbo Wang, Mingsheng Long, Jianmin Wang. "PredCNN: Predictive Learning with Cascade Convolutions" | [Home Page] | [PDF]
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Junchi Yan, Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha. "Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning" | [Home Page] | [PDF]
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Yan Yan, Tianbao Yang, Zhe Li, Qihang Lin, Yi Yang. "A Unified Analysis of Stochastic Momentum Methods for Deep Learning" | [Home Page] | [PDF]
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Guolei Yang, Ying Cai, Chandan K Reddy. "Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network based Survival Analysis" | [Home Page] | [PDF]
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Peng Yang, Peilin Zhao, Xin Gao. "Bandit Online Learning on Graphs via Adaptive Optimization" | [Home Page] | [PDF]
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Yang Yang, De-Chuan Zhan, Xiang-Rong Sheng, Yuan Jiang. "Semi-Supervised Multi-Modal Learning with Incomplete Modalities" | [Home Page] | [PDF]
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Dezhong Yao, Peilin Zhao, Tuan-Anh Nguyen Pham, Gao Cong. "High-dimensional Similarity Learning via Dual-sparse Random Projection" | [Home Page] | [PDF]
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Han-Jia Ye, Xiang-Rong Sheng, De-Chuan Zhan, Peng He. "Distance Metric Facilitated Transportation between Heterogeneous Domains" | [Home Page] | [PDF]
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Nanyang Ye, Zhanxing Zhu. "Stochastic Fractional Hamiltonian Monte Carlo" | [Home Page] | [PDF]
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Haiyan Yin, Jianda Chen, Sinno Jialin Pan. "Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning" | [Home Page] | [PDF]
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Shujian Yu, Xiaoyang Wang, José C. Príncipe. "Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels" | [Home Page] | [PDF]
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Xiaotian Yu, Irwin King, Michael R. Lyu, Tianbao Yang. "A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization" | [Home Page] | [PDF]
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Yang Yu, Wen-Ji Zhou. "Mixture of GANs for Clustering" | [Home Page] | [PDF]
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Changqing Zhang, Yeqinq Liu, Yue Liu, Qinghua Hu, Xinwang Liu, Pengfei Zhu. "FISH-MML: Fisher-HSIC Multi-View Metric Learning" | [Home Page] | [PDF]
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Chao Zhang, Yang Yu, Zhi-Hua Zhou. "Learning Environmental Calibration Actions for Policy Self-Evolution" | [Home Page] | [PDF]
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Haifeng Zhang, Jun Wang, Zhiming Zhou, Weinan Zhang, Yin Wen, Yong Yu, Wenxin Li. "Learning to Design Games: Strategic Environments in Reinforcement Learning" | [Home Page] | [PDF]
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Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin. "Generative Warfare Nets: Ensemble via Adversaries and Collaborators" | [Home Page] | [PDF]
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Hongming Zhang, Liwei Qiu, Lingling Yi, Yangqiu Song. "Scalable Multiplex Network Embedding" | [Home Page] | [PDF]
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Jie Zhang, Xiaolong Wang, Dawei Li, Yalin Wang. "Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices" | [Home Page] | [PDF]
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Lu Zhang, Yongkai Wu, Xintao Wu. "Achieving Non-Discrimination in Prediction" | [Home Page] | [PDF]
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Teng Zhang, Zhi-Hua Zhou. "Semi-Supervised Optimal Margin Distribution Machines" | [Home Page] | [PDF]
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Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang. "Multi-modality Sensor Data Classification with Selective Attention" | [Home Page] | [PDF]
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Xiao Zhang, Shizhong Liao. "Online Kernel Selection via Incremental Sketched Kernel Alignment" | [Home Page] | [PDF]
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Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang, Hui Xiong, Sanglu Lu. "Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning" | [Home Page] | [PDF]
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Xiaotong Zhang, Xianchao Zhang, Han Liu, Jiebo Luo. "Multi-Task Clustering with Model Relation Learning" | [Home Page] | [PDF]
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Xingxing Zhang, Zhenfeng Zhu, Yao Zhao, Deqiang Kong. "Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection" | [Home Page] | [PDF]
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Zhen Zhang, Hongxia Yang, Jiajun Bu, Sheng Zhou, Pinggang Yu, Jianwei Zhang, Martin Ester, Can Wang. "ANRL: Attributed Network Representation Learning via Deep Neural Networks" | [Home Page] | [PDF]
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Zizhao Zhang, Haojie Lin, Yue Gao. "Dynamic Hypergraph Structure Learning" | [Home Page] | [PDF]
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Liming Zhao, Mingjie Li, Depu Meng, Xi Li, Zhaoxiang Zhang, Yueting Zhuang, Zhuowen Tu, Jingdong Wang. "Deep Convolutional Neural Networks with Merge-and-Run Mappings" | [Home Page] | [PDF]
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Xin Zhao, Liufang Sang, Guiguang Ding, Yuchen Guo, Xiaoming Jin. "Grouping Attribute Recognition for Pedestrian with Joint Recurrent Learning" | [Home Page] | [PDF]
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Zhou Zhao, Lingtao Meng, Jun Xiao, Min Yang, Fei Wu, Deng Cai, Xiaofei He, Yueting Zhuang. "Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning" | [Home Page] | [PDF]
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Wei Zheng, Xiaofeng Zhu, Yonghua Zhu, Shichao Zhang. "Robust Feature Selection on Incomplete Data" | [Home Page] | [PDF]
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Zhuobin Zheng, Chun Yuan, Zhihui Lin, Yangyang Cheng, Hanghao Wu. "Self-Adaptive Double Bootstrapped DDPG" | [Home Page] | [PDF]
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Jing Zhong, Guiguang Ding, Yuchen Guo, Jungong Han, Bin Wang. "Where to Prune: Using LSTM to Guide End-to-end Pruning" | [Home Page] | [PDF]
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Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang. "Trajectory-User Linking via Variational AutoEncoder" | [Home Page] | [PDF]
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Fan Zhou, Guojing Cong. "On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization" | [Home Page] | [PDF]
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Ruida Zhou, Chao Gan, Jing Yang, Cong Shen. "Cost-aware Cascading Bandits" | [Home Page] | [PDF]
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Pengfei Zhu, Hao Cheng, Qinghua Hu, Qilong Wang, Changqing Zhang. "Towards Generalized and Efficient Metric Learning on Riemannian Manifold" | [Home Page] | [PDF]
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Pengfei Zhu, Ren Qi, Qinghua Hu, Qilong Wang, Changqing Zhang, Liu Yang. "Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning" | [Home Page] | [PDF]
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Shaojun Zhu, Andrew Kimmel, Kostas E. Bekris, Abdeslam Boularias. "Fast Model Identification via Physics Engines for Data-Efficient Policy Search" | [Home Page] | [PDF]
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Xiaofeng Zhu, Cong Lei, Hao Yu, Yonggang Li, Jiangzhang Gan, Shichao Zhang. "Robust Graph Dimensionality Reduction" | [Home Page] | [PDF]
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Xiaotian Zhu, Wengang Zhou, Houqiang Li. "Improving Deep Neural Network Sparsity through Decorrelation Regularization" | [Home Page] | [PDF]
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Xinzhong Zhu, Xinwang Liu, Miaomiao Li, En Zhu, Li Liu, Zhiping Cai, Jianping Yin, Wen Gao. "Localized Incomplete Multiple Kernel k-means" | [Home Page] | [PDF]
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Yonghua Zhu, Xiaofeng Zhu, Wei Zheng. "Robust Multi-view Learning via Half-quadratic Minimization" | [Home Page] | [PDF]
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Nesreen Ahmed, Nick Duffield, Liangzhen Xia. "Sampling for Approximate Bipartite Network Projection" | [Home Page] | [PDF]
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Yasunori Akagi, Takuya Nishimura, Takeshi Kurashima, Hiroyuki Toda. "A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data" | [Home Page] | [PDF]
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Buru Chang, Yonggyu Park, Donghyeon Park, Seongsoon Kim, Jaewoo Kang. "Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation" | [Home Page] | [PDF]
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Kun Chen, Kechao Cai, Longbo Huang, John C.S. Lui. "Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback" | [Home Page] | [PDF]
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Pudi Chen, Shenghua Liu, Chuan Shi, Bryan Hooi, Bai Wang, Xueqi Cheng. "NeuCast: Seasonal Neural Forecast of Power Grid Time Series" | [Home Page] | [PDF]
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Weihao Cheng, Sarah Erfani, Rui Zhang, Ramamohanarao Kotagiri. "Predicting Complex Activities from Ongoing Multivariate Time Series" | [Home Page] | [PDF]
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Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang. "DELF: A Dual-Embedding based Deep Latent Factor Model for Recommendation" | [Home Page] | [PDF]
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Szu-Yu Chou, Jyh-Shing Jang, Yi-Hsuan Yang. "Learning to Recognize Transient Sound Events using Attentional Supervision" | [Home Page] | [PDF]
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Jingtao Ding, Guanghui Yu, Xiangnan He, Yuhan Quan, Yong Li, Tat-Seng Chua, Depeng Jin, Jiajie Yu. "Improving Implicit Recommender Systems with View Data" | [Home Page] | [PDF]
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Disheng Dong, Xiaolin Zheng, Ruixun Zhang, Yan Wang. "Recurrent Collaborative Filtering for Unifying General and Sequential Recommender" | [Home Page] | [PDF]
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Yujie Fan, Yiming Zhang, Yanfang Ye, Xin Li. "Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network" | [Home Page] | [PDF]
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Hongchang Gao, Heng Huang. "Deep Attributed Network Embedding" | [Home Page] | [PDF]
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Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Arun Iyengar, Sanjoy Dey, Ping Zhang. "Interpretable Drug Target Prediction Using Deep Neural Representation" | [Home Page] | [PDF]
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Li Gao, Hong Yang, Jia Wu, Chuan Zhou, Weixue Lu, Yue Hu. "Recommendation with Multi-Source Heterogeneous Information" | [Home Page] | [PDF]
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Amrita Gupta, Mehrdad Farajtabar, Bistra Dilkina, Hongyuan Zha. "Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management" | [Home Page] | [PDF]
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Liang Hu, Songlei Jian, Longbing Cao, Qingkui Chen. "Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents" | [Home Page] | [PDF]
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Duc-Trong Le, Hady W. Lauw, Yuan Fang. "Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation" | [Home Page] | [PDF]
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De-Ming Liang, Yu-Feng Li. "Lightweight Label Propagation for Large-Scale Network Data" | [Home Page] | [PDF]
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Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng. "GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction" | [Home Page] | [PDF]
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Dongliang Liao, Weiqing Liu, Yuan Zhong, Jing Li, Guowei Wang. "Predicting Activity and Location with Multi-task Context Aware Recurrent Neural Network" | [Home Page] | [PDF]
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Guiliang Liu, Oliver Schulte. "Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation" | [Home Page] | [PDF]
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Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang. "Discrete Factorization Machines for Fast Feature-based Recommendation" | [Home Page] | [PDF]
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Jie Liu, Zhicheng He, Yalou Huang. "Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model" | [Home Page] | [PDF]
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Yong Liu, Lifan Zhao, Guimei Liu, Xinyan Lu, Peng Gao, Xiao-Li Li, Zhihui Jin. "Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback" | [Home Page] | [PDF]
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Zhongjian Lv, Jiajie Xu, Kai Zheng, Hongzhi Yin, Pengpeng Zhao, Xiaofang Zhou. "LC-RNN: A Deep Learning Model for Traffic Speed Prediction" | [Home Page] | [PDF]
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Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang. "Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders" | [Home Page] | [PDF]
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Weizhi Ma, Min Zhang, Chenyang Wang, Cheng Luo, Yiqun Liu, Shaoping Ma. "Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation" | [Home Page] | [PDF]
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Zhuoqi Ma, Nannan Wang, Xinbo Gao, Jie Li. "From Reality to Perception: Genre-Based Neural Image Style Transfer" | [Home Page] | [PDF]
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Sriraam Natarajan, Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac. "On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach" | [Home Page] | [PDF]
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Yue Pang, Bo Yao, Xiangdong Zhou, Yong Zhang, Yiming Xu, Zijing Tan. "Hierarchical Electricity Time Series Forecasting for Integrating Consumption Patterns Analysis and Aggregation Consistency" | [Home Page] | [PDF]
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Zhen Peng, Minnan Luo, Jundong Li, Huan Liu, Qinghua Zheng. "ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks" | [Home Page] | [PDF]
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Zhi Qiao, Shiwan Zhao, Cao Xiao, Xiang Li, Yong Qin, Fei Wang. "Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction" | [Home Page] | [PDF]
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Sungmin Rhee, Seokjun Seo, Sun Kim. "Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification" | [Home Page] | [PDF]
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Liren Shan, Yuhao Yi, Zhongzhi Zhang. "Improving Information Centrality of a Node in Complex Networks by Adding Edges" | [Home Page] | [PDF]
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Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong. "A Joint Learning Approach to Intelligent Job Interview Assessment" | [Home Page] | [PDF]
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Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun. "Discrete Network Embedding" | [Home Page] | [PDF]
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Yusuke Tanaka, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda, Naonori Ueda. "Estimating Latent People Flow without Tracking Individuals" | [Home Page] | [PDF]
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Xiao Wang, Ziwei Zhang, Jing Wang, Peng Cui, Shiqiang Yang. "Power-law Distribution Aware Trust Prediction" | [Home Page] | [PDF]
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Yang Wang, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu. "Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information" | [Home Page] | [PDF]
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Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Xing Xie, Enhong Chen. "Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data" | [Home Page] | [PDF]
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Zengmao Wang, Yuhong Guo, Bo Du. "Matrix completion with Preference Ranking for Top-N Recommendation" | [Home Page] | [PDF]
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Kan Wu, Jie Tang, Chenhui Zhang. "Where Have You Been? Inferring Career Trajectory from Academic Social Network" | [Home Page] | [PDF]
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Huang Xu, Zhiwen Yu, Bin Guo, Mingfei Teng, Hui Xiong. "Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective" | [Home Page] | [PDF]
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Pengfei Xu, Qiguang Miao, Tiange Liu, Xiaojiang Chen, Dingyi Fang. "Line separation from topographic maps using regional color and spatial information" | [Home Page] | [PDF]
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Liang Yang, Yuanfang Guo, Di Jin, Huazhu Fu, Xiaochun Cao. "3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces" | [Home Page] | [PDF]
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Yuhao Yi, Liren Shan, Huan Li, Zhongzhi Zhang. "Biharmonic Distance Related Centrality for Edges in Weighted Networks" | [Home Page] | [PDF]
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Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon. "Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization" | [Home Page] | [PDF]
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Bing Yu, Haoteng Yin, Zhanxing Zhu. "Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting" | [Home Page] | [PDF]
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Chuxu Zhang, Lu Yu, Xiangliang Zhang, Nitesh V. Chawla. "Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference" | [Home Page] | [PDF]
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Ge Zhang, Di Jin, Jian Gao, Pengfei Jiao, Françoise Fogelman-Soulié, Xin Huang. "Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics" | [Home Page] | [PDF]
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Hanyuan Zhang, Hao Wu, Weiwei Sun, Baihua Zheng. "DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision" | [Home Page] | [PDF]
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Quangui Zhang, Longbing Cao, Chengzhang Zhu, Zhiqiang Li, Jinguang Sun. "CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering" | [Home Page] | [PDF]
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Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong. "NeuRec: On Nonlinear Transformation for Personalized Ranking" | [Home Page] | [PDF]
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Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen. "PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training" | [Home Page] | [PDF]
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Zhou Zhao, Zhu Zhang, Shuwen Xiao, Zhou Yu, Jun Yu, Deng Cai, Fei Wu, Yueting Zhuang. "Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks" | [Home Page] | [PDF]
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Zhou Zhao, Xinghua Jiang, Deng Cai, Jun Xiao, Xiaofei He, Shiliang Pu. "Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network" | [Home Page] | [PDF]
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Feng Zheng, Xin Miao, Heng Huang. "Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding" | [Home Page] | [PDF]
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Tengfei Zhou, Hui Qian, Zebang Shen, Chao Zhang, Chengwei Wang, Shichen Liu, Wenwu Ou. "JUMP: a Jointly Predictor for User Click and Dwell Time" | [Home Page] | [PDF]
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Feng Zhu, Yan Wang, Chaochao Chen, Guanfeng Liu, Mehmet Orgun, Jia Wu. "A Deep Framework for Cross-Domain and Cross-System Recommendations" | [Home Page] | [PDF]
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Yada Zhu, Jianbo Li, Jingrui He, Brian L. Quanz, Ajay A. Deshpande. "A Local Algorithm for Product Return Prediction in E-Commerce" | [Home Page] | [PDF]
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Tao Zhuang, Wenwu Ou, Zhirong Wang. "Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search" | [Home Page] | [PDF]
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Ali Zonoozi, Jung-jae Kim, Xiao-Li Li, Gao Cong. "Periodic-CRN: A Convolutional Recurrent Model for Crowd Density Prediction with Recurring Periodic Patterns" | [Home Page] | [PDF]
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Qi-Zhi Cai, Chang Liu, Dawn Song. "Curriculum Adversarial Training" | [Home Page] | [PDF]
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Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan Kankanhalli. "A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction" | [Home Page] | [PDF]
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Valeria Fionda, Giuseppe Pirrò. "Fact Checking via Evidence Patterns" | [Home Page] | [PDF]
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Chao Gao, Martin Müller, Ryan Hayward. "Three-Head Neural Network Architecture for Monte Carlo Tree Search" | [Home Page] | [PDF]
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Amin Ghafouri, Yevgeniy Vorobeychik, Xenofon Koutsoukos. "Adversarial Regression for Detecting Attacks in Cyber-Physical Systems" | [Home Page] | [PDF]
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Ziyu Guan, Fei Xie, Wanqing Zhao, Xiaopeng Wang, Long Chen, Wei Zhao, Jinye Peng. "Tag-based Weakly-supervised Hashing for Image Retrieval" | [Home Page] | [PDF]
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Chen Hajaj, Yevgeniy Vorobeychik. "Adversarial Task Assignment" | [Home Page] | [PDF]
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Tianyi Hao, Longbo Huang. "A Social Interaction Activity based Time-Varying User Vectorization Method for Online Social Networks" | [Home Page] | [PDF]
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Ting Hua, Chandan K Reddy, Lei Zhang, Lijing Wang, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan. "Social Media based Simulation Models for Understanding Disease Dynamics" | [Home Page] | [PDF]
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Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun. "Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach" | [Home Page] | [PDF]
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Kun Ouyang, Reza Shokri, David S. Rosenblum, Wenzhuo Yang. "A Non-Parametric Generative Model for Human Trajectories" | [Home Page] | [PDF]
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Yulong Pei, Jianpeng Zhang, George Fletcher, Mykola Pechenizkiy. "DyNMF: Role Analytics in Dynamic Social Networks" | [Home Page] | [PDF]
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Dilruk Perera, Roger Zimmermann. "LSTM Networks for Online Cross-Network Recommendations" | [Home Page] | [PDF]
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Feng Qian, Chengyue Gong, Karishma Sharma, Yan Liu. "Neural User Response Generator: Fake News Detection with Collective User Intelligence" | [Home Page] | [PDF]
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Yujie Qian, Jie Tang, Kan Wu. "Weakly Learning to Match Experts in Online Community" | [Home Page] | [PDF]
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Ariel Rosenfeld, Oleg Maksimov, Sarit Kraus. "Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation" | [Home Page] | [PDF]
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Jadwiga Sosnowska, Oskar Skibski. "Path Evaluation and Centralities in Weighted Graphs - An Axiomatic Approach" | [Home Page] | [PDF]
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Sen Su, Li Sun, Zhongbao Zhang, Gen Li, Jielun Qu. "MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation" | [Home Page] | [PDF]
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Jing Tang, Yingke Chen, Zixuan Deng, Yanping Xiang, Colin Paul Joy. "A Group-based Approach to Improve Multifactorial Evolutionary Algorithm" | [Home Page] | [PDF]
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Hao Wang, Huawei Shen, Wentao Ouyang, Xueqi Cheng. "Exploiting POI-Specific Geographical Influence for Point-of-Interest Recommendation" | [Home Page] | [PDF]
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Pengcheng Wang, Jonathan Rowe, Wookhee Min, Bradford Mott, James Lester. "High-Fidelity Simulated Players for Interactive Narrative Planning" | [Home Page] | [PDF]
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Zheng Wang, Mang Ye, Fan Yang, Xiang Bai, Shin'ichi Satoh. "Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification" | [Home Page] | [PDF]
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Tomasz Wąs, Oskar Skibski. "Axiomatization of the PageRank Centrality" | [Home Page] | [PDF]
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Chaowei Xiao, Bo Li, Jun-yan Zhu, Warren He, Mingyan Liu, Dawn Song. "Generating Adversarial Examples with Adversarial Networks" | [Home Page] | [PDF]
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Bo Yan, Yiping Liu, Jiamou Liu, Yijin Cai, Hongyi Su, Hong Zheng. "From the Periphery to the Core: Information Brokerage in an Evolving Network" | [Home Page] | [PDF]
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Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong. "Representing Urban Functions through Zone Embedding with Human Mobility Patterns" | [Home Page] | [PDF]
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Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu. "Sequential Recommender System based on Hierarchical Attention Networks" | [Home Page] | [PDF]
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Qiao Zhang, Cong Wang, Hongyi Wu, Chunsheng Xin, Tran V. Phuong. "GELU-Net: A Globally Encrypted, Locally Unencrypted Deep Neural Network for Privacy-Preserved Learning" | [Home Page] | [PDF]
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Mengchen Zhao, Zhao Li, Bo An, Haifeng Lu, Yifan Yang, Chen Chu. "Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty" | [Home Page] | [PDF]
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Yu Zhu, Junxiong Zhu, Jie Hou, Yongliang Li, Beidou Wang, Ziyu Guan, Deng Cai. "A Brand-level Ranking System with the Customized Attention-GRU Model" | [Home Page] | [PDF]
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Reinald Kim Amplayo, Kyungjae Lee, Jinyoung Yeo, Seung-won Hwang. "Translations as Additional Contexts for Sentence Classification" | [Home Page] | [PDF]
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Luigi Asprino, Valerio Basile, Paolo Ciancarini, Valentina Presutti. "Empirical Analysis of Foundational Distinctions in Linked Open Data" | [Home Page] | [PDF]
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Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi. "Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words" | [Home Page] | [PDF]
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Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang. "An Encoder-Decoder Framework Translating Natural Language to Database Queries" | [Home Page] | [PDF]
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Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan. "Medical Concept Embedding with Time-Aware Attention" | [Home Page] | [PDF]
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Hailong Cao, Tiejun Zhao. "Point Set Registration for Unsupervised Bilingual Lexicon Induction" | [Home Page] | [PDF]
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Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo. "Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment" | [Home Page] | [PDF]
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Zhou Cheng, Chun Yuan, Jiancheng Li, Haiqin Yang. "TreeNet: Learning Sentence Representations with Unconstrained Tree Structure" | [Home Page] | [PDF]
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Yue Deng, KaWai Chen, Yilin Shen, Hongxia Jin. "Adversarial Active Learning for Sequences Labeling and Generation" | [Home Page] | [PDF]
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Mladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossman, Michael Baeriswyl. "Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings" | [Home Page] | [PDF]
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Xiao Ding, Bibo Cai, Ting Liu, Qiankun Shi. "Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification" | [Home Page] | [PDF]
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Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao. "Attention-Fused Deep Matching Network for Natural Language Inference" | [Home Page] | [PDF]
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Rory Duthie, Katarzyna Budzynska. "A Deep Modular RNN Approach for Ethos Mining" | [Home Page] | [PDF]
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Zhihao Fan, Zhongyu Wei, Piji Li, Yanyan Lan, Xuanjing Huang. "A Question Type Driven Framework to Diversify Visual Question Generation" | [Home Page] | [PDF]
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Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi. "Efficient Pruning of Large Knowledge Graphs" | [Home Page] | [PDF]
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Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati. "Extracting Action Sequences from Texts Based on Deep Reinforcement Learning" | [Home Page] | [PDF]
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Xiaocheng Feng, Xiachong Feng, Bing Qin, Zhangyin Feng, Ting Liu. "Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer" | [Home Page] | [PDF]
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Xiaocheng Feng, Ming Liu, Jiahao Liu, Bing Qin, Yibo Sun, Ting Liu. "Topic-to-Essay Generation with Neural Networks" | [Home Page] | [PDF]
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Maxim Grechkin, Hoifung Poon, Bill Howe. "EZLearn: Exploiting Organic Supervision in Automated Data Annotation" | [Home Page] | [PDF]
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Guibing Guo, Shichang Ouyang, Fajie Yuan, Xingwei Wang. "Approximating Word Ranking and Negative Sampling for Word Embedding" | [Home Page] | [PDF]
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Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou. "Reinforced Mnemonic Reader for Machine Reading Comprehension" | [Home Page] | [PDF]
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Jizhou Huang, Wei Zhang, Yaming Sun, Haifeng Wang, Ting Liu. "Improving Entity Recommendation with Search Log and Multi-Task Learning" | [Home Page] | [PDF]
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Vladimir Ilievski, Claudiu Musat, Andreea Hossman, Michael Baeriswyl. "Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning" | [Home Page] | [PDF]
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Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti. "Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference" | [Home Page] | [PDF]
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Zixuan Ke, Winston Carlile, Nishant Gurrapadi, Vincent Ng. "Learning to Give Feedback: Modeling Attributes Affecting Argument Persuasiveness in Student Essays" | [Home Page] | [PDF]
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Yuquan Le, Zhi-Jie Wang, Zhe Quan, Jiawei He, Bin Yao. "ACV-tree: A New Method for Sentence Similarity Modeling" | [Home Page] | [PDF]
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Bing Li, Xiaochun Yang, Bin Wang, Wei Wang, Wei Cui, Xianchao Zhang. "An Adaptive Hierarchical Compositional Model for Phrase Embedding" | [Home Page] | [PDF]
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Haoran Li, Junnan Zhu, Tianshang Liu, Jiajun Zhang, Chengqing Zong. "Multi-modal Sentence Summarization with Modality Attention and Image Filtering" | [Home Page] | [PDF]
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Jian Li, Yue Wang, Michael R. Lyu, Irwin King. "Code Completion with Neural Attention and Pointer Networks" | [Home Page] | [PDF]
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Jing Li, Aixin Sun, Shafiq Joty. "SegBot: A Generic Neural Text Segmentation Model with Pointer Network" | [Home Page] | [PDF]
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Juncen Li, Ping Luo, Ganbin Zhou, Fen Lin, Cheng Niu. "Adaboost with Auto-Evaluation for Conversational Models" | [Home Page] | [PDF]
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Shengnan Li, Xin Li, Rui Ye, Mingzhong Wang, Haiping Su, Yingzi Ou. "Non-translational Alignment for Multi-relational Networks" | [Home Page] | [PDF]
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Wenye Li, Jiawei Zhang, Jianjun Zhou, Laizhong Cui. "Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach" | [Home Page] | [PDF]
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Xin Li, Lidong Bing, Piji Li, Wai Lam, Zhimou Yang. "Aspect Term Extraction with History Attention and Selective Transformation" | [Home Page] | [PDF]
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Zhongyang Li, Xiao Ding, Ting Liu. "Constructing Narrative Event Evolutionary Graph for Script Event Prediction" | [Home Page] | [PDF]
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Bin Liang, Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi. "Deep Text Classification Can be Fooled" | [Home Page] | [PDF]
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Yuetan Lin, Zhangyang Pang, Donghui Wang, Yueting Zhuang. "Feature Enhancement in Attention for Visual Question Answering" | [Home Page] | [PDF]
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Cao Liu, Shizhu He, Kang Liu, Jun Zhao. "Curriculum Learning for Natural Answer Generation" | [Home Page] | [PDF]
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Tianyu Liu, Wei Wei, Xiaojun Wan. "Learning to Explain Ambiguous Headlines of Online News" | [Home Page] | [PDF]
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Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, Sen Song. "Jumper: Learning When to Make Classification Decision in Reading" | [Home Page] | [PDF]
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Ling Luo, Xiang Ao, Feiyang Pan, Jin Wang, Tong Zhao, Ningzi Yu, Qing He. "Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention" | [Home Page] | [PDF]
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Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren. "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" | [Home Page] | [PDF]
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Yuzhao Mao, Chang Zhou, Xiaojie Wang, Ruifan Li. "Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning" | [Home Page] | [PDF]
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Taiki Miyanishi, Jun-ichiro Hirayama, Atsunori Kanemura, Motoaki Kawanabe. "Answering Mixed Type Questions about Daily Living Episodes" | [Home Page] | [PDF]
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Soham Parikh, Ananya Sai, Preksha Nema, Mitesh Khapra. "ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions" | [Home Page] | [PDF]
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Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu. "Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation" | [Home Page] | [PDF]
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Wei Qian, Cong Fu, Yu Zhu, Deng Cai, Xiaofei He. "Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism" | [Home Page] | [PDF]
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Zhong Qian, Peifeng Li, Yue Zhang, Guodong Zhou, Qiaoming Zhu. "Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification" | [Home Page] | [PDF]
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Dinesh Raghu, Surag Nair, Mausam. "Inferring Temporal Knowledge for Near-Periodic Recurrent Events" | [Home Page] | [PDF]
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Avik Ray, Yilin Shen, Hongxia Jin. "Learning Out-of-Vocabulary Words in Intelligent Personal Agents" | [Home Page] | [PDF]
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Marco Rospocher, Francesco Corcoglioniti. "Joint Posterior Revision of NLP Annotations via Ontological Knowledge" | [Home Page] | [PDF]
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Motoki Sato, Jun Suzuki, Hiroyuki Shindo, Yuji Matsumoto. "Interpretable Adversarial Perturbation in Input Embedding Space for Text" | [Home Page] | [PDF]
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Jaydeep Sen, Ashish Mittal, Diptikalyan Saha, Karthik Sankaranarayanan. "Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems" | [Home Page] | [PDF]
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Mingyue Shang, Zhenxin Fu, Nanyun Peng, Yansong Feng, Dongyan Zhao, Rui Yan. "Learning to Converse with Noisy Data: Generation with Calibration" | [Home Page] | [PDF]
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Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Sen Wang, Chengqi Zhang. "Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling" | [Home Page] | [PDF]
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Jing Shi, Jiaming Xu, Guangcan Liu, Bo Xu. "Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation" | [Home Page] | [PDF]
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Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang. "Toward Diverse Text Generation with Inverse Reinforcement Learning" | [Home Page] | [PDF]
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Yan Song, Shuming Shi. "Complementary Learning of Word Embeddings" | [Home Page] | [PDF]
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Yan Song, Shuming Shi, Jing Li. "Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks" | [Home Page] | [PDF]
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Yiping Song, Cheng-Te Li, Jian-Yun Nie, Ming Zhang, Dongyan Zhao, Rui Yan. "An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems" | [Home Page] | [PDF]
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Sen Su, Ningning Jia, Xiang Cheng, Shuguang Zhu, Ruiping Li. "Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction" | [Home Page] | [PDF]
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Zequn Sun, Wei Hu, Qingheng Zhang, Yuzhong Qu. "Bootstrapping Entity Alignment with Knowledge Graph Embedding" | [Home Page] | [PDF]
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Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Fenglin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie. "A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning" | [Home Page] | [PDF]
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Chuanqi Tan, Furu Wei, Wenhui Wang, Weifeng Lv, Ming Zhou. "Multiway Attention Networks for Modeling Sentence Pairs" | [Home Page] | [PDF]
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Chongyang Tao, Shen Gao, Mingyue Shang, Wei Wu, Dongyan Zhao, Rui Yan. "Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism" | [Home Page] | [PDF]
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Yi Tay, Anh Tuan Luu, Siu Cheung Hui. "Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains" | [Home Page] | [PDF]
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Xiaowei Tong, Zhenxin Fu, Mingyue Shang, Dongyan Zhao, Rui Yan. "One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning" | [Home Page] | [PDF]
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Jingjing Wang, Jie Li, Shoushan Li, Yangyang Kang, Min Zhang, Luo Si, Guodong Zhou. "Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks" | [Home Page] | [PDF]
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Ke Wang, Xiaojun Wan. "SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks" | [Home Page] | [PDF]
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Li Wang, Junlin Yao, Yunzhe Tao, Li Zhong, Wei Liu, Qiang Du. "A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization" | [Home Page] | [PDF]
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Shaolei Wang, Yue Zhang, Wanxiang Che, Ting Liu. "Joint Extraction of Entities and Relations Based on a Novel Graph Scheme" | [Home Page] | [PDF]
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Shiyao Wang, Minlie Huang, Zhidong Deng. "Densely Connected CNN with Multi-scale Feature Attention for Text Classification" | [Home Page] | [PDF]
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Wenya Wang, Sinno Jialin Pan. "Transition-based Adversarial Network for Cross-lingual Aspect Extraction" | [Home Page] | [PDF]
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Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua. "Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning" | [Home Page] | [PDF]
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Rui Xia, Zhenchun Pan, Feng Xu. "Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance" | [Home Page] | [PDF]
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Wenhan Xiong, Xiaoxiao Guo, Mo Yu, Shiyu Chang, Bowen Zhou, William Yang Wang. "Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents" | [Home Page] | [PDF]
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Hu Xu, Bing Liu, Lei Shu, Philip S. Yu. "Lifelong Domain Word Embedding via Meta-Learning" | [Home Page] | [PDF]
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Linli Xu, Wenjun Ouyang, Xiaoying Ren, Yang Wang, Liang Jiang. "Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies" | [Home Page] | [PDF]
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Rui Yan, Dongyan Zhao. "Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm" | [Home Page] | [PDF]
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Dongdong Yang, Senzhang Wang, Zhoujun Li. "Ensemble Neural Relation Extraction with Adaptive Boosting" | [Home Page] | [PDF]
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Xiaopeng Yang, Xiaowen Lin, Shunda Suo, Ming Li. "Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders" | [Home Page] | [PDF]
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Kaichun Yao, Libo Zhang, Tiejian Luo, Lili Tao, Yanjun Wu. "Teaching Machines to Ask Questions" | [Home Page] | [PDF]
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Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang. "Chinese Poetry Generation with a Working Memory Model" | [Home Page] | [PDF]
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Ziqian Zeng, Xin Liu, Yangqiu Song. "Biased Random Walk based Social Regularization for Word Embeddings" | [Home Page] | [PDF]
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Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng. "Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation" | [Home Page] | [PDF]
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Ning Zhang, Junchi Yan, Yuchen Zhou. "Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning" | [Home Page] | [PDF]
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Yuan Zhang, Hongshen Chen, Yihong Zhao, Qun Liu, Dawei Yin. "Learning Tag Dependencies for Sequence Tagging" | [Home Page] | [PDF]
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Yuanxing Zhang, Yangbin Zhang, Kaigui Bian, Xiaoming Li. "Towards Reading Comprehension for Long Documents" | [Home Page] | [PDF]
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Yuxiang Zhang, Jiamei Fu, Dongyu She, Ying Zhang, Senzhang Wang, Jufeng Yang. "Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network" | [Home Page] | [PDF]
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Lujun Zhao, Qi Zhang, Peng Wang, Xiaoyu Liu. "Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation" | [Home Page] | [PDF]
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Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong. "Phrase Table as Recommendation Memory for Neural Machine Translation" | [Home Page] | [PDF]
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Renjie Zheng, Junkun Chen, Xipeng Qiu. "Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks" | [Home Page] | [PDF]
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Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu. "Commonsense Knowledge Aware Conversation Generation with Graph Attention" | [Home Page] | [PDF]
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Qianrong Zhou, Xiaojie Wang, Xuan Dong. "Differentiated Attentive Representation Learning for Sentence Classification" | [Home Page] | [PDF]
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Saeid Amiri, Suhua Wei, Shiqi Zhang, Jivko Sinapov, Jesse Thomason, Peter Stone. "Multi-modal Predicate Identification using Dynamically Learned Robot Controllers" | [Home Page] | [PDF]
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Christer Bäckström, Peter Jonsson, Sebastian Ordyniak. "Novel Structural Parameters for Acyclic Planning Using Tree Embeddings" | [Home Page] | [PDF]
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Nikhil Bhargava, Christian Muise, Brian Williams. "Variable-Delay Controllability" | [Home Page] | [PDF]
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Blai Bonet, Hector Geffner. "Features, Projections, and Representation Change for Generalized Planning" | [Home Page] | [PDF]
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Alberto Camacho, Christian Muise, Jorge A. Baier, Sheila A. McIlraith. "LTL Realizability via Safety and Reachability Games" | [Home Page] | [PDF]
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Krishnendu Chatterjee, Hongfei Fu, Amir Goharshady, Nastaran Okati. "Computational Approaches for Stochastic Shortest Path on Succinct MDPs" | [Home Page] | [PDF]
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Eldan Cohen, J. Christopher Beck. "Local Minima, Heavy Tails, and Search Effort for GBFS" | [Home Page] | [PDF]
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Augusto B. Corrêa, André G. Pereira, Marcus Ritt. "Analyzing Tie-Breaking Strategies for the A Algorithm"* | [Home Page] | [PDF]
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Maximilian Fickert, Daniel Gnad, Joerg Hoffmann. "Unchaining the Power of Partial Delete Relaxation, Part II: Finding Plans with Red-Black State Space Search" | [Home Page] | [PDF]
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Chen Fu, Andrea Turrini, Xiaowei Huang, Lei Song, Yuan Feng, Lijun Zhang. "Model Checking Probabilistic Epistemic Logic for Probabilistic Multiagent Systems" | [Home Page] | [PDF]
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Karel Horák, Branislav Bošanský, Krishnendu Chatterjee. "Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs" | [Home Page] | [PDF]
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Sébastien Lê Cong, Sophie Pinchinat, François Schwarzentruber. "Small Undecidable Problems in Epistemic Planning" | [Home Page] | [PDF]
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Yangchen Pan, Muhammad Zaheer, Adam White, Andrew Patterson, Martha White. "Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains" | [Home Page] | [PDF]
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Swetasudha Panda, Yevgeniy Vorobeychik. "Scalable Initial State Interdiction for Factored MDPs" | [Home Page] | [PDF]
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Alberto Pozanco, Yolanda E-Martín, Susana Fernández, Daniel Borrajo. "Counterplanning using Goal Recognition and Landmarks" | [Home Page] | [PDF]
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Buser Say, Scott Sanner. "Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models" | [Home Page] | [PDF]
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Sebastian Schmoll, Matthias Schubert. "Dynamic Resource Routing using Real-Time Dynamic Programming" | [Home Page] | [PDF]
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Fangkai Yang, Daoming Lyu, Bo Liu, Steven Gustafson. "PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making" | [Home Page] | [PDF]
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Shun Zhang, Edmund H. Durfee, Satinder Singh. "Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes" | [Home Page] | [PDF]
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Umar Asif, Jianbin Tang, Stefan Harrer. "GraspNet: An Efficient Convolutional Neural Network for Real-time Grasp Detection for Low-powered Devices" | [Home Page] | [PDF]
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Fahad Islam, Oren Salzman, Maxim Likhachev. "Online, Interactive User Guidance for High-dimensional, Constrained Motion Planning" | [Home Page] | [PDF]
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Zhihua Wang, Stefano Rosa, Bo Yang, Sen Wang, Niki Trigoni, Andrew Markham. "3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations" | [Home Page] | [PDF]
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Xin Yang, Yuanbo Wang, Yaru Wang, Baocai Yin, Qiang Zhang, Xiaopeng Wei, Hongbo Fu. "Active Object Reconstruction Using a Guided View Planner" | [Home Page] | [PDF]
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Qian Zhang, Wei Feng, Liang Wan, Fei-Peng Tian, Ping Tan. "Active Recurrence of Lighting Condition for Fine-Grained Change Detection" | [Home Page] | [PDF]
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Tanya Braun, Ralf Möller. "Parameterised Queries and Lifted Query Answering" | [Home Page] | [PDF]
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Jinglin Chen, Jian Peng, Qiang Liu. "Efficient Localized Inference for Large Graphical Models" | [Home Page] | [PDF]
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Meenal Chhabra, Sanmay Das, Ilya Ryzhov. "The Promise and Perils of Myopia in Dynamic Pricing With Censored Information" | [Home Page] | [PDF]
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YooJung Choi, Guy Van den Broeck. "On Robust Trimming of Bayesian Network Classifiers" | [Home Page] | [PDF]
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Trong Dinh Thac Do, Longbing Cao. "Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation" | [Home Page] | [PDF]
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Changying Du, Xingyu Xie, Changde Du, Hao Wang. "Redundancy-resistant Generative Hashing for Image Retrieval" | [Home Page] | [PDF]
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Amin Jaber, Jiji Zhang, Elias Bareinboim. "A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams" | [Home Page] | [PDF]
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Samuel Kolb, Martin Mladenov, Scott Sanner, Vaishak Belle, Kristian Kersting. "Efficient Symbolic Integration for Probabilistic Inference" | [Home Page] | [PDF]
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Jiajin Li, Baoxiang Wang, Shengyu Zhang. "Policy Optimization with Second-Order Advantage Information" | [Home Page] | [PDF]
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Xiaopeng Li, Zhourong Chen, Nevin L. Zhang. "Building Sparse Deep Feedforward Networks using Tree Receptive Fields" | [Home Page] | [PDF]
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Qi Liu, Han Wu, Yuyang Ye, Hongke Zhao, Chuanren Liu, Dongfang Du. "Patent Litigation Prediction: A Convolutional Tensor Factorization Approach" | [Home Page] | [PDF]
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Xiaobai Liu, Donovan Lo, Chau Thuan. "Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance" | [Home Page] | [PDF]
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Stefan Lüdtke, Max Schröder, Sebastian Bader, Kristian Kersting, Thomas Kirste. "Lifted Filtering via Exchangeable Decomposition" | [Home Page] | [PDF]
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Radu Marinescu, Rina Dechter, Alexander Ihler. "Stochastic Anytime Search for Bounding Marginal MAP" | [Home Page] | [PDF]
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Karthika Mohan, Felix Thoemmes, Judea Pearl. "Estimation with Incomplete Data: The Linear Case" | [Home Page] | [PDF]
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Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson, Eyke Hüllermeier. "Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty" | [Home Page] | [PDF]
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Sara Rouhani, Tahrima Rahman, Vibhav Gogate. "Algorithms for the Nearest Assignment Problem" | [Home Page] | [PDF]
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Andy Shih, Arthur Choi, Adnan Darwiche. "A Symbolic Approach to Explaining Bayesian Network Classifiers" | [Home Page] | [PDF]
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Dhanya Sridhar, Jay Pujara, Lise Getoor. "Scalable Probabilistic Causal Structure Discovery" | [Home Page] | [PDF]
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Topi Talvitie, Kustaa Kangas, Teppo Niinimäki, Mikko Koivisto. "A Scalable Scheme for Counting Linear Extensions" | [Home Page] | [PDF]
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Wei Wenjuan, Feng Lu, Liu Chunchen. "Mixed Causal Structure Discovery with Application to Prescriptive Pricing" | [Home Page] | [PDF]
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Chunlai Zhou, Biao Qin, Xiaoyong Du. "A Savage-style Utility Theory for Belief Functions" | [Home Page] | [PDF]
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Wolfgang Bibel. "On a Scientific Discipline (Once) Named AI" | [Home Page] | [PDF]
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Giuseppe Contissa, Francesca Lagioia, Marco Lippi, Hans-Wolfgang Micklitz, Przemyslaw Palka, Giovanni Sartor, Paolo Torroni. "Towards Consumer-Empowering Artificial Intelligence" | [Home Page] | [PDF]
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Sébastien Konieczny, Emmanuel Lonca. "Artificial Intelligence Conferences Closeness" | [Home Page] | [PDF]
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Lars Kotthoff, Alexandre Fréchette, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown. "Quantifying Algorithmic Improvements over Time" | [Home Page] | [PDF]
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Sandya Mannarswamy, Shourya Roy. "Evolving AI from Research to Real Life – Some Challenges and Suggestions" | [Home Page] | [PDF]
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Fernando Martínez-Plumed, Bao Sheng Loe, Peter Flach, Seán Ó hÉigeartaigh, Karina Vold, José Hernández-Orallo. "The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI" | [Home Page] | [PDF]
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Giovanni Amendola, Nicola Leone, Marco Manna. "Finite Controllability of Conjunctive Query Answering with Existential Rules: Two Steps Forward" | [Home Page] | [PDF]
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Leila Amgoud, Jonathan Ben-Naim. "Weighted Bipolar Argumentation Graphs: Axioms and Semantics" | [Home Page] | [PDF]
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Miguel Araújo, Pedro Ribeiro, Christos Faloutsos. "TensorCast: Forecasting Time-Evolving Networks with Contextual Information" | [Home Page] | [PDF]
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Nikolay Atanasov, Sean L. Bowman, Kostas Daniilidis, George J. Pappas. "A Unifying View of Geometry, Semantics, and Data Association in SLAM" | [Home Page] | [PDF]
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Fahiem Bacchus, Antti Hyttinen, Matti Järvisalo, Paul Saikko. "Reduced Cost Fixing for Maximum Satisfiability" | [Home Page] | [PDF]
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Stephan Baier, Yunpu Ma, Volker Tresp. "Improving Information Extraction from Images with Learned Semantic Models" | [Home Page] | [PDF]
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Michael Bendersky, Xuanhui Wang, Marc Najork, Donald Metzler. "Learning with Sparse and Biased Feedback for Personal Search" | [Home Page] | [PDF]
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Joshua Blinkhorn, Olaf Beyersdorff. "Dynamic Dependency Awareness for QBF" | [Home Page] | [PDF]
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Fabio Gagliardi Cozman, Denis Deratani Mauá. "The Finite Model Theory of Bayesian Networks: Descriptive Complexity" | [Home Page] | [PDF]
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Shahar Dobzinski, Shahar Ovadia. "Combinatorial Cost Sharing" | [Home Page] | [PDF]
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Shayan Doroudi, Philip S. Thomas, Emma Brunskill. "Importance Sampling for Fair Policy Selection" | [Home Page] | [PDF]
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Salomé Eriksson, Gabriele Röger, Malte Helmert. "Inductive Certificates of Unsolvability for Domain-Independent Planning" | [Home Page] | [PDF]
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Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis. "Reducing Controversy by Connecting Opposing Views" | [Home Page] | [PDF]
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David Hallac, Sagar Vare, Stephen Boyd, Jure Leskovec. "Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data" | [Home Page] | [PDF]
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Olaf Hartig, Ian Letter, Jorge Pérez. "A Model of Distributed Query Computation in Client-Server Scenarios on the Semantic Web" | [Home Page] | [PDF]
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Ruining He, Wang-Cheng Kang, Julian McAuley. "Translation-based Recommendation: A Scalable Method for Modeling Sequential Behavior" | [Home Page] | [PDF]
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Manuel Heusner, Thomas Keller, Malte Helmert. "Search Progress and Potentially Expanded States in Greedy Best-First Search" | [Home Page] | [PDF]
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Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf. "Accelerating Innovation Through Analogy Mining" | [Home Page] | [PDF]
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Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu. "Make Evasion Harder: An Intelligent Android Malware Detection System" | [Home Page] | [PDF]
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Thorsten Joachims, Adith Swaminathan, Tobias Schnabel. "Unbiased Learning-to-Rank with Biased Feedback" | [Home Page] | [PDF]
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C. Maria Keet, Oliver Kutz. "Orchestrating a Network of Mereotopological Theories: An Abridged Report" | [Home Page] | [PDF]
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Stephen Kelly, Malcolm Heywood. "Emergent Tangled Program Graphs in Multi-Task Learning" | [Home Page] | [PDF]
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Rachel Kohler, John Purviance, Kurt Luther. "Geolocating Images with Crowdsourcing and Diagramming" | [Home Page] | [PDF]
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Markus Krötzsch, Maximilian Marx, Ana Ozaki, Veronika Thost. "Attributed Description Logics: Reasoning on Knowledge Graphs" | [Home Page] | [PDF]
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Duong Le, Erion Plaku. "Multi-Robot Motion Planning with Dynamics Guided by Multi-Agent Search" | [Home Page] | [PDF]
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Jia Liang, Hari Govind, Pascal Poupart, Krzysztof Czarnecki, Vijay Ganesh. "An Empirical Study of Branching Heuristics through the Lens of Global Learning Rate" | [Home Page] | [PDF]
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Daniel López Sánchez, Juan M. Corchado, Angelica González Arrieta. "Inhibition of Occluded Facial Regions for Distance-Based Face Recognition" | [Home Page] | [PDF]
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Peta Masters, Sebastian Sardina. "Cost-Based Goal Recognition for the Path-Planning Domain" | [Home Page] | [PDF]
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Armin Moharrer, Stratis Ioannidis. "Distributing Frank-Wolfe via Map-Reduce" | [Home Page] | [PDF]
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Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum. "Completeness-aware Rule Learning from Knowledge Graphs" | [Home Page] | [PDF]
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Panos Rondogiannis, Ioanna Symeonidou. "The Intricacies of Three-Valued Extensional Semantics for Higher-Order Logic Programs" | [Home Page] | [PDF]
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Elliot Salisbury, Ece Kamar, Meredith Ringel Morris. "Evaluating and Complementing Vision-to-Language Technology for People who are Blind with Conversational Crowdsourcing" | [Home Page] | [PDF]
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Matthias Scheutz, Evan Krause, Bradley Oosterveld, Tyler Frasca, Robert Platt. "Recursive Spoken Instruction-Based One-Shot Object and Action Learning" | [Home Page] | [PDF]
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Daniel Seita, Xinlei Pan, Haoyu Chen, John Canny. "An Efficient Minibatch Acceptance Test for Metropolis-Hastings" | [Home Page] | [PDF]
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Barry Smyth, Padraig Cunningham. "Marathon Race Planning: A Case-Based Reasoning Approach" | [Home Page] | [PDF]
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Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao. "A Genetic Programming Approach to Designing Convolutional Neural Network Architectures" | [Home Page] | [PDF]
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Andrew Sutton, Reza Samavi. "Tamper-Proof Privacy Auditing for Artificial Intelligence Systems" | [Home Page] | [PDF]
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Miguel Terra-Neves, Inês Lynce, Vasco Manquinho. "Multi-Objective Optimization Through Pareto Minimal Correction Subsets" | [Home Page] | [PDF]
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Felipe Trevizan, Sylvie Thiébaux, Patrik Haslum. "Operator Counting Heuristics for Probabilistic Planning" | [Home Page] | [PDF]
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Thomas Vandal, Evan Kodra, Sangram Ganguly, Andrew Michaelis, Ramakrishna Nemani, Auroop R Ganguly. "Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version" | [Home Page] | [PDF]
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Amulya Yadav, Bryan Wilder, Eric Rice, Robin Petering, Jaih Craddock, Amanda Yoshioka-Maxwell, Mary Hemler, Laura Onasch-Vera, Milind Tambe, Darlene Woo. "Bridging the Gap Between Theory and Practice in Influence Maximization: Raising Awareness about HIV among Homeless Youth" | [Home Page] | [PDF]
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Christian Zeyen, Gilbert Müller, Ralph Bergmann. "A Conversational Approach to Process-oriented Case-based Reasoning" | [Home Page] | [PDF]
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Xiaoying Zhang, Hong Xie, Junzhou Zhao, John C.S. Lui. "Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations" | [Home Page] | [PDF]
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Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn Keogh. "Time Series Chains: A Novel Tool for Time Series Data Mining" | [Home Page] | [PDF]
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Stefan Borgwardt, İsmail İlkan Ceylan, Thomas Lukasiewicz. "Recent Advances in Querying Probabilistic Knowledge Bases" | [Home Page] | [PDF]
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Elena Cabrio, Serena Villata. "Five Years of Argument Mining: a Data-driven Analysis" | [Home Page] | [PDF]
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Zhengming Ding, Ming Shao, Yun Fu. "Robust Multi-view Representation: A Unified Perspective from Multi-view Learning to Domain Adaption" | [Home Page] | [PDF]
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Tom Everitt, Gary Lea, Marcus Hutter. "AGI Safety Literature Review" | [Home Page] | [PDF]
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Jose M. Juarez, Susan Craw, J. Ricardo Lopez-Delgado, Manuel Campos. "Maintenance of Case Bases: Current Algorithms after Fifty Years" | [Home Page] | [PDF]
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Parisa Kordjamshidi, Dan Roth, Kristian Kersting. "Systems AI: A Declarative Learning Based Programming Perspective" | [Home Page] | [PDF]
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Jing Lu, Vincent Ng. "Event Coreference Resolution: A Survey of Two Decades of Research" | [Home Page] | [PDF]
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Ian P. Gent, Christopher Jefferson, Peter Nightingale. "Complexity of n-Queens Completion (Extended Abstract)" | [Home Page] | [PDF]
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Gianluigi Greco, Antonella Guzzo. "Constrained Coalition Formation on Valuation Structures: Formal Framework, Applications, and Islands of Tractability (Extended Abstract)" | [Home Page] | [PDF]
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Dieuwke Hupkes, Willem Zuidema. "Visualisation and 'Diagnostic Classifiers' Reveal how Recurrent and Recursive Neural Networks Process Hierarchical Structure (Extended Abstract)" | [Home Page] | [PDF]
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Kei Kimura, Kazuhisa Makino. "Linear Satisfiability Preserving Assignments (Extended Abstract)" | [Home Page] | [PDF]
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Fangfang Liu, Jia-Huai You. "Three-Valued Semantics for Hybrid MKNF Knowledge Bases Revisited (Extended Abstract)" | [Home Page] | [PDF]
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Amilcar Mata Diaz, Ramon Pino Perez. "Impossibility in Belief Merging (Extended Abstract)" | [Home Page] | [PDF]
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Yury Maximov, Massih-Reza Amini, Zaid Harchaoui. "Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract)" | [Home Page] | [PDF]
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Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani. "Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract)" | [Home Page] | [PDF]
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Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani. "Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract)" | [Home Page] | [PDF]
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Spyridon Samothrakis. "Viewpoint: Artificial Intelligence and Labour" | [Home Page] | [PDF]
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Simone Villa, Fabio Stella. "Learning Continuous Time Bayesian Networks in Non-stationary Domains" | [Home Page] | [PDF]
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Christopher Amato. "Decision-Making Under Uncertainty in Multi-Agent and Multi-Robot Systems: Planning and Learning" | [Home Page] | [PDF]
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Yukino Baba. "Statistical Quality Control for Human Computation and Crowdsourcing" | [Home Page] | [PDF]
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Emmanuel Hebrard. "Reasoning about NP-complete Constraints" | [Home Page] | [PDF]
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Jia Jia. "Mental Health Computing via Harvesting Social Media Data" | [Home Page] | [PDF]
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Xiaojuan Ma. "Towards Human-Engaged AI" | [Home Page] | [PDF]
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Cynthia Matuszek. "Grounded Language Learning: Where Robotics and NLP Meet" | [Home Page] | [PDF]
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Nina Narodytska. "Formal Analysis of Deep Binarized Neural Networks" | [Home Page] | [PDF]
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Roberto Navigli. "Natural Language Understanding: Instructions for (Present and Future) Use" | [Home Page] | [PDF]
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Frans A. Oliehoek. "Interactive Learning and Decision Making: Foundations, Insights & Challenges" | [Home Page] | [PDF]
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Magdalena Ortiz. "Improving Data Management using Domain Knowledge" | [Home Page] | [PDF]
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Nardine Osman. "Partakable Technology" | [Home Page] | [PDF]
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Guy Shani. "Advances and Challenges in Privacy Preserving Planning" | [Home Page] | [PDF]
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Matthew E. Taylor. "Improving Reinforcement Learning with Human Input" | [Home Page] | [PDF]
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Serena Villata. "Artificial Argumentation for Humans" | [Home Page] | [PDF]
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William Yeoh. "Towards Improving the Expressivity and Scalability of Distributed Constraint Optimization Problems" | [Home Page] | [PDF]
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Yang Yu. "Towards Sample Efficient Reinforcement Learning" | [Home Page] | [PDF]
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Xiangliang Zhang. "Mining Streaming and Temporal Data: from Representation to Knowledge" | [Home Page] | [PDF]
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Vincent W. Zheng. "Engineering Graph Features via Network Functional Blocks" | [Home Page] | [PDF]
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Jun Zhu. "Probabilistic Machine Learning: Models, Algorithms and a Programming Library" | [Home Page] | [PDF]
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Raoua Abdelkhalek. "Handling Uncertainty in Recommender Systems under the Belief Function Theory" | [Home Page] | [PDF]
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Elizabeth Bondi. "AI for Conservation: Aerial Monitoring to Learn and Plan against Illegal Actors" | [Home Page] | [PDF]
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Steven James. "Learning Portable Symbolic Representations" | [Home Page] | [PDF]
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Elizabeth A. Jensen. "Restricted Communication in Online Multi-Robot Exploration" | [Home Page] | [PDF]
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Joseph Kim. "Intelligent Decision Support for Human Team Planning" | [Home Page] | [PDF]
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Francesco Leofante. "Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back)" | [Home Page] | [PDF]
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Chao Li, Yingwu Chen, Patrick De Causmaecker. "Data-driven Onboard Scheduling for an Autonomous Observation Satellite" | [Home Page] | [PDF]
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Ding Liu. "Connecting Low-Level Image Processing and High-Level Vision via Deep Learning" | [Home Page] | [PDF]
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Marie D. Manner. "Identifying Differences in Social Responsiveness among Preschoolers Interacting with or Watching Social Robots" | [Home Page] | [PDF]
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Vinicius Renan de Carvalho, Jaime Simão Sichman. "Multi-Agent Election-Based Hyper-Heuristics" | [Home Page] | [PDF]
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Stefan Sarkadi. "Deception" | [Home Page] | [PDF]
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Sujoy Sikdar. "Optimal Multi-Attribute Decision Making in Social Choice Problems" | [Home Page] | [PDF]
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Kacper Sokol, Peter Flach. "Conversational Explanations of Machine Learning Predictions Through Class-contrastive Counterfactual Statements" | [Home Page] | [PDF]
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Jiří Švancara. "Bringing Multi-agent Path Finding Closer to Reality" | [Home Page] | [PDF]
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Vaibhav V. Unhelkar, Julie A. Shah. "Learning and Communicating the Latent States of Human-Machine Collaboration" | [Home Page] | [PDF]
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Mark Valovage. "Machine Learning Approaches to Reduce Electrical Waste and Improve Power Grid Stability" | [Home Page] | [PDF]
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Bryan Wilder. "Algorithmic Social Intervention" | [Home Page] | [PDF]
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Antonios Anagnostou, Ioannis Mollas, Grigorios Tsoumakas. "Hatebusters: A Web Application for Actively Reporting YouTube Hate Speech" | [Home Page] | [PDF]
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C. Anantaram, Amit Sangroya, Mrinal Rawat, Aishwarya Chhabra. "Repairing ASR output by Artificial Development and Ontology based Learning" | [Home Page] | [PDF]
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Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi. "Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation" | [Home Page] | [PDF]
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Gregor Behnke, Marvin Schiller, Matthias Kraus, Pascal Bercher, Mario Schmautz, Michael Dorna, Wolfgang Minker, Birte Glimm, Susanne Biundo. "Instructing Novice Users on How to Use Tools in DIY Projects" | [Home Page] | [PDF]
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Jani Bizjak, Anton Gradišek, Matjaž Gams. "Intelligent Assistant for Elderly" | [Home Page] | [PDF]
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François Bodin, Tristan Charrier, Arthur Queffelec, François Schwarzentruber. "Generating Plans for Cooperative Connected UAVs" | [Home Page] | [PDF]
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Elizabeth Bondi, Ashish Kapoor, Debadeepta Dey, James Piavis, Shital Shah, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe. "Near Real-Time Detection of Poachers from Drones in AirSim" | [Home Page] | [PDF]
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Alberto Camacho, Christian Muise, Jorge A. Baier, Sheila A. McIlraith. "SynKit: LTL Synthesis as a Service" | [Home Page] | [PDF]
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Tathagata Chakraborti, Kshitij P. Fadnis, Kartik Talamadupula, Mishal Dholakia, Biplav Srivastava, Jeffrey O. Kephart, Rachel K. E. Bellamy. "Visualizations for an Explainable Planning Agent" | [Home Page] | [PDF]
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Paolo Dragone, Stefano Teso, Andrea Passerini. "Pyconstruct: Constraint Programming Meets Structured Prediction" | [Home Page] | [PDF]
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Ziv Epstein, Blakeley H. Payne, Judy Hanwen Shen, Casey Jisoo Hong, Bjarke Felbo, Abhimanyu Dubey, Matthew Groh, Nick Obradovich, Manuel Cebrian, Iyad Rahwan. "TuringBox: An Experimental Platform for the Evaluation of AI Systems" | [Home Page] | [PDF]
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Ian Howell, Robert Woodward, Berthe Y. Choueiry, Christian Bessiere. "Solving Sudoku with Consistency: A Visual and Interactive Approach" | [Home Page] | [PDF]
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Hen-Hsen Huang, Hsin-Hsi Chen. "CISA: Chinese Information Structure Analysis for Scientific Writing with Cross-lingual Adversarial Learning" | [Home Page] | [PDF]
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Sayash Kapoor, Vijay Keswani, Nisheeth K. Vishnoi, L. Elisa Celis. "Balanced News Using Constrained Bandit-based Personalization" | [Home Page] | [PDF]
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Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi. "A Wearable Device for Online and Long-Term ECG Monitoring" | [Home Page] | [PDF]
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Matteo Luperto, Marta Romeo, Francesca Lunardini, Nicola Basilico, Ray Jones, Angelo Cangelosi, Simona Ferrante, N. Alberto Borghese. "Digitalized Cognitive Assessment mediated by a Virtual Caregiver" | [Home Page] | [PDF]
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Tim Meo, Aswin Raghavan, David A. Salter, Alex Tozzo, Amir Tamrakar, Mohamed Amer. "Aesop: A Visual Storytelling Platform for Conversational AI" | [Home Page] | [PDF]
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Evan Patterson, Ioana Baldini, Aleksandra Mojsilović, Kush R. Varshney. "Semantic Representation of Data Science Programs" | [Home Page] | [PDF]
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Ivan Miguel Pires, Nuno Pombo, Nuno M. Garcia, Francisco Flórez-Revuelta. "Multi-Sensor Mobile Platform for the Recognition of Activities of Daily Living and their Environments based on Artificial Neural Networks" | [Home Page] | [PDF]
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Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat. "Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot" | [Home Page] | [PDF]
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Rainer Schlosser, Carsten Walther, Martin Boissier, Matthias Uflacker. "Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces" | [Home Page] | [PDF]
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François Schwarzentruber. "Hintikka's World: Agents with Higher-order Knowledge" | [Home Page] | [PDF]
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David L. Smyth, James Fennell, Sai Abinesh, Nazli B. Karimi, Frank G. Glavin, Ihsan Ullah, Brett Drury, Michael G. Madden. "A Virtual Environment with Multi-Robot Navigation, Analytics, and Decision Support for Critical Incident Investigation" | [Home Page] | [PDF]
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Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz. "IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice" | [Home Page] | [PDF]
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Kacper Sokol, Peter Flach. "Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant" | [Home Page] | [PDF]
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Akshat Tandon, Kamalakar Karlapalem. "Medusa: Towards Simulating a Multi-Agent Hide-and-Seek Game" | [Home Page] | [PDF]
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Julien Velcin, Antoine Gourru, Erwan Giry-Fouquet, Christophe Gravier, Mathieu Roche, Pascal Poncelet. "Readitopics: Make Your Topic Models Readable via Labeling and Browsing" | [Home Page] | [PDF]
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Lijun Wei, Derek R. Magee, Vania Dimitrova, Barry Clarke, Heshan Du, Quratul-ain Mahesar, Kareem Al Ammari, Anthony G. Cohn. "Automated Reasoning for City Infrastructure Maintenance Decision Support" | [Home Page] | [PDF]
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Graham Wilcock. "Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application" | [Home Page] | [PDF]
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Dong-Ok Won, Byung-Do Kim, Ho-Jung Kim, Tae-San Eom, Klaus-Robert Müller, Seong-Whan Lee. "Curly: An AI-based Curling Robot Successfully Competing in the Olympic Discipline of Curling" | [Home Page] | [PDF]