Skip to content

Latest commit

 

History

History
2588 lines (863 loc) · 223 KB

File metadata and controls

2588 lines (863 loc) · 223 KB

IJCAI2022

  • Kenshi Abe, Junpei Komiyama, Atsushi Iwasaki. "Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search" | [Home Page] | [PDF]

  • Rishabh Agrawal, Nirav Ajmeri, Munindar Singh. "Socially Intelligent Genetic Agents for the Emergence of Explicit Norms" | [Home Page] | [PDF]

  • Hannaneh Akrami, Rojin Rezvan, Masoud Seddighin. "An EF2X Allocation Protocol for Restricted Additive Valuations" | [Home Page] | [PDF]

  • Shiri Alouf-Heffetz, Laurent Bulteau, Edith Elkind, Nimrod Talmon, Nicholas Teh. "Better Collective Decisions via Uncertainty Reduction" | [Home Page] | [PDF]

  • Shiri Alouf-Heffetz, Ben Armstrong, Kate Larson, Nimrod Talmon. "How Should We Vote? A Comparison of Voting Systems within Social Networks" | [Home Page] | [PDF]

  • Francesco Bacchiocchi, Matteo Castiglioni, Alberto Marchesi, Giulia Romano, Nicola Gatti. "Public Signaling in Bayesian Ad Auctions" | [Home Page] | [PDF]

  • Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia. "Mixed Strategies for Security Games with General Defending Requirements" | [Home Page] | [PDF]

  • Yushi Bai, Paul Gölz. "Envy-Free and Pareto-Optimal Allocations for Agents with Asymmetric Random Valuations" | [Home Page] | [PDF]

  • Siddharth Barman, Anand Krishna, Yadati Narahari, Soumyarup Sadhukhan. "Achieving Envy-Freeness with Limited Subsidies under Dichotomous Valuations" | [Home Page] | [PDF]

  • Flavia Barsotti, Ruya Gokhan Kocer, Fernando P. Santos. "Transparency, Detection and Imitation in Strategic Classification" | [Home Page] | [PDF]

  • Dorothea Baumeister, Linus Boes, Christian Laußmann. "Time-Constrained Participatory Budgeting Under Uncertain Project Costs" | [Home Page] | [PDF]

  • Davide Bilò, Vittorio Bilò, Pascal Lenzner, Louise Molitor. "Tolerance is Necessary for Stability: Single-Peaked Swap Schelling Games" | [Home Page] | [PDF]

  • Vittorio Bilò, Diodato Ferraioli, Cosimo Vinci. "General Opinion Formation Games with Social Group Membership" | [Home Page] | [PDF]

  • Georgios Birmpas, Andrea Celli, Riccardo Colini-Baldeschi, Stefano Leonardi. "Fair Equilibria in Sponsored Search Auctions: The Advertisers’ Perspective" | [Home Page] | [PDF]

  • Niclas Boehmer, Piotr Faliszewski, Rolf Niedermeier, Stanisław Szufa, Tomasz Wąs. "Understanding Distance Measures Among Elections" | [Home Page] | [PDF]

  • Kayla Boggess, Sarit Kraus, Lu Feng. "Toward Policy Explanations for Multi-Agent Reinforcement Learning" | [Home Page] | [PDF]

  • Allan Borodin, Daniel Halpern, Mohamad Latifian, Nisarg Shah. "Distortion in Voting with Top-t Preferences" | [Home Page] | [PDF]

  • Sirin Botan, Simon Rey, Zoi Terzopoulou. "Let’s Agree to Agree: Targeting Consensus for Incomplete Preferences through Majority Dynamics" | [Home Page] | [PDF]

  • Felix Brandt, Patrick Lederer, Warut Suksompong. "Incentives in Social Decision Schemes with Pairwise Comparison Preferences" | [Home Page] | [PDF]

  • Robert Bredereck, Anne-Marie George, Jonas Israel, Leon Kellerhals. "Single-Peaked Opinion Updates" | [Home Page] | [PDF]

  • Robert Bredereck, Till Fluschnik, Andrzej Kaczmarczyk. "When Votes Change and Committees Should (Not)" | [Home Page] | [PDF]

  • Martin Bullinger, Pascal Lenzner, Anna Melnichenko. "Network Creation with Homophilic Agents" | [Home Page] | [PDF]

  • Sanjay Chandlekar, Bala Suraj Pedasingu, Easwar Subramanian, Sanjay Bhat, Praveen Paruchuri, Sujit Gujar. "VidyutVanika21: An Autonomous Intelligent Broker for Smart-grids" | [Home Page] | [PDF]

  • Mengjing Chen, Pingzhong Tang, Zihe Wang, Shenke Xiao, Xiwang Yang. "Optimal Anonymous Independent Reward Scheme Design" | [Home Page] | [PDF]

  • Xinning Chen, Xuan Liu, Shigeng Zhang, Bo Ding, Kenli Li. "Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks" | [Home Page] | [PDF]

  • Yurong Chen, Xiaotie Deng, Chenchen Li, David Mguni, Jun Wang, Xiang Yan, Yaodong Yang. "On the Convergence of Fictitious Play: A Decomposition Approach" | [Home Page] | [PDF]

  • Sung-Ho Cho, Taiki Todo, Makoto Yokoo. "Two-Sided Matching over Social Networks" | [Home Page] | [PDF]

  • Chen Chu, Yong Li, Jinzhuo Liu, Shuyue Hu, Xuelong Li, Zhen Wang. "A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs" | [Home Page] | [PDF]

  • Rachael Colley, Umberto Grandi. "Preserving Consistency in Multi-Issue Liquid Democracy" | [Home Page] | [PDF]

  • Andrei Constantinescu, Roger Wattenhofer. "Voting in Two-Crossing Elections" | [Home Page] | [PDF]

  • Michael Dann, Yuan Yao, Natasha Alechina, Brian Logan, John Thangarajah. "Multi-Agent Intention Progression with Reward Machines" | [Home Page] | [PDF]

  • Dave De Jonge. "An Analysis of the Linear Bilateral ANAC Domains Using the MiCRO Benchmark Strategy" | [Home Page] | [PDF]

  • Théo Delemazure, Jérôme Lang, Jean-François Laslier, M. Remzi Sanver. "Approval with Runoff" | [Home Page] | [PDF]

  • Argyrios Deligkas, Eduard Eiben, Robert Ganian, Thekla Hamm, Sebastian Ordyniak. "The Complexity of Envy-Free Graph Cutting" | [Home Page] | [PDF]

  • Argyrios Deligkas, Eduard Eiben, Tiger-Lily Goldsmith. "Parameterized Complexity of Hotelling-Downs with Party Nominees" | [Home Page] | [PDF]

  • Virginie Do, Matthieu Hervouin, Jérôme Lang, Piotr Skowron. "Online Approval Committee Elections" | [Home Page] | [PDF]

  • Jean-Paul Doignon, Stefano Moretti, Meltem Ozturk. "On the Ordinal Invariance of Power Indices on Coalitional Games" | [Home Page] | [PDF]

  • Loke Durocher, Panagiotis Karras, Andreas Pavlogiannis, Josef Tkadlec. "Invasion Dynamics in the Biased Voter Process" | [Home Page] | [PDF]

  • Soroush Ebadian, Rupert Freeman, Nisarg Shah. "Efficient Resource Allocation with Secretive Agents" | [Home Page] | [PDF]

  • Edith Elkind, Abheek Ghosh, Paul W. Goldberg. "Contests to Incentivize a Target Group" | [Home Page] | [PDF]

  • Ulle Endriss, Arianna Novaro, Zoi Terzopoulou. "Representation Matters: Characterisation and Impossibility Results for Interval Aggregation" | [Home Page] | [PDF]

  • Zack Fitzsimmons, Edith Hemaspaandra. "Insight into Voting Problem Complexity Using Randomized Classes" | [Home Page] | [PDF]

  • Michele Flammini, Giovanna Varricchio. "Approximate Strategyproof Mechanisms for the Additively Separable Group Activity Selection Problem" | [Home Page] | [PDF]

  • Coral Haggiag, Sigal Oren, Ella Segev. "Picking the Right Winner: Why Tie-Breaking in Crowdsourcing Contests Matters" | [Home Page] | [PDF]

  • Daniel Halpern, Gregory Kehne, Jamie Tucker-Foltz. "Can Buyers Reveal for a Better Deal?" | [Home Page] | [PDF]

  • Hadi Hosseini, Fatima Umar, Rohit Vaish. "Two for One & One for All: Two-Sided Manipulation in Matching Markets" | [Home Page] | [PDF]

  • Michał Jaworski, Piotr Skowron. "Phragmén Rules for Degressive and Regressive Proportionality" | [Home Page] | [PDF]

  • Panagiotis Kanellopoulos, Maria Kyropoulou, Hao Zhou. "Forgiving Debt in Financial Network Games" | [Home Page] | [PDF]

  • Panagiotis Kanellopoulos, Alexandros A. Voudouris, Rongsen Zhang. "On Discrete Truthful Heterogeneous Two-Facility Location" | [Home Page] | [PDF]

  • Fatih Erdem Kizilkaya, David Kempe. "Plurality Veto: A Simple Voting Rule Achieving Optimal Metric Distortion" | [Home Page] | [PDF]

  • Marina Knittel, Samuel Dooley, John Dickerson. "The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations" | [Home Page] | [PDF]

  • Dariusz R. Kowalski, Dominik Pajak. "Light Agents Searching for Hot Information" | [Home Page] | [PDF]

  • Sonja Kraiczy, Edith Elkind. "Explaining Preferences by Multiple Patterns in Voters’ Behavior" | [Home Page] | [PDF]

  • Hicham Lesfari, Frédéric Giroire, Stéphane Pérennes. "Biased Majority Opinion Dynamics: Exploiting Graph k-domination" | [Home Page] | [PDF]

  • Chin-wing Leung, Shuyue Hu, Ho-fung Leung. "Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information" | [Home Page] | [PDF]

  • Joseph Livesey, Dominik Wojtczak. "Propositional Gossip Protocols under Fair Schedulers" | [Home Page] | [PDF]

  • Maaike Los, Zoé Christoff, Davide Grossi. "Proportional Budget Allocations: Towards a Systematization" | [Home Page] | [PDF]

  • Arnab Maiti, Palash Dey. "Parameterized Algorithms for Kidney Exchange" | [Home Page] | [PDF]

  • Pasin Manurangsi, Warut Suksompong. "Fixing Knockout Tournaments With Seeds" | [Home Page] | [PDF]

  • Matteo Michelini, Adrian Haret, Davide Grossi. "Group Wisdom at a Price: Jury Theorems with Costly Information" | [Home Page] | [PDF]

  • Munyque Mittelmann, Bastien Maubert, Aniello Murano, Laurent Perrussel. "Automated Synthesis of Mechanisms" | [Home Page] | [PDF]

  • Dolev Mutzari, Yonatan Aumann, Sarit Kraus. "Robust Solutions for Multi-Defender Stackelberg Security Games" | [Home Page] | [PDF]

  • Justin Payan, Yair Zick. "I Will Have Order! Optimizing Orders for Fair Reviewer Assignment" | [Home Page] | [PDF]

  • Gleb Polevoy, Marcin Dziubiński. "Fair, Individually Rational and Cheap Adjustment" | [Home Page] | [PDF]

  • David Radke, Kate Larson, Tim Brecht. "Exploring the Benefits of Teams in Multiagent Learning" | [Home Page] | [PDF]

  • Giulia Romano, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti. "The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding" | [Home Page] | [PDF]

  • Ayan Sengupta, Shinji Nakadai, Yasser Mohammad. "Transfer Learning Based Adaptive Automated Negotiating Agent Framework" | [Home Page] | [PDF]

  • Chinmay Sonar, Subhash Suri, Jie Xue. "Multiwinner Elections under Minimax Chamberlin-Courant Rule in Euclidean Space" | [Home Page] | [PDF]

  • Krzysztof Sornat, Virginia Vassilevska Williams, Yinzhan Xu. "Near-Tight Algorithms for the Chamberlin-Courant and Thiele Voting Rules" | [Home Page] | [PDF]

  • Gogulapati Sreedurga, Mayank Ratan Bhardwaj, Yadati Narahari. "Maxmin Participatory Budgeting" | [Home Page] | [PDF]

  • Stanisław Szufa, Piotr Faliszewski, Łukasz Janeczko, Martin Lackner, Arkadii Slinko, Krzysztof Sornat, Nimrod Talmon. "How to Sample Approval Elections?" | [Home Page] | [PDF]

  • Martin Tappler, Filip Cano Córdoba, Bernhard K. Aichernig, Bettina Könighofer. "Search-Based Testing of Reinforcement Learning" | [Home Page] | [PDF]

  • Andrea Traldi, Francesco Bruschetti, Marco Robol, Marco Roveri, Paolo Giorgini. "Real-Time BDI Agents: A Model and Its Implementation" | [Home Page] | [PDF]

  • Dimitrios Troullinos, Georgios Chalkiadakis, Vasilis Samoladas, Markos Papageorgiou. "Max-Sum with Quadtrees for Decentralized Coordination in Continuous Domains" | [Home Page] | [PDF]

  • Toby Walsh. "Strategy Proof Mechanisms for Facility Location with Capacity Limits" | [Home Page] | [PDF]

  • Zhen Wang, Chunjiang Mu, Shuyue Hu, Chen Chu, Xuelong Li. "Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach" | [Home Page] | [PDF]

  • Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken. "Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment" | [Home Page] | [PDF]

  • Jakob Weissteiner, Chris Wendler, Sven Seuken, Ben Lubin, Markus Püschel. "Fourier Analysis-based Iterative Combinatorial Auctions" | [Home Page] | [PDF]

  • Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik. "Manipulating Elections by Changing Voter Perceptions" | [Home Page] | [PDF]

  • Mingzhe Xing, Hangyu Mao, Zhen Xiao. "Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning" | [Home Page] | [PDF]

  • Chenyang Xu, Pinyan Lu. "Mechanism Design with Predictions" | [Home Page] | [PDF]

  • Di Xue, Lei Yuan, Zongzhang Zhang, Yang Yu. "Efficient Multi-Agent Communication via Shapley Message Value" | [Home Page] | [PDF]

  • Yongjie Yang. "On the Complexity of Calculating Approval-Based Winners in Candidates-Embedded Metrics" | [Home Page] | [PDF]

  • Guanghui Yu, Chien-Ju Ho. "Environment Design for Biased Decision Makers" | [Home Page] | [PDF]

  • Lei Yuan, Chenghe Wang, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Chongjie Zhang, Yang Yu. "Multi-Agent Concentrative Coordination with Decentralized Task Representation" | [Home Page] | [PDF]

  • Youzhi Zhang, Bo An, V. S. Subrahmanian. "Correlation-Based Algorithm for Team-Maxmin Equilibrium in Multiplayer Extensive-Form Games" | [Home Page] | [PDF]

  • Houyu Zhou, Minming Li, Hau Chan. "Strategyproof Mechanisms for Group-Fair Facility Location Problems" | [Home Page] | [PDF]

  • Adam Żychowski, Jacek Mańdziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran. "Evolutionary Approach to Security Games with Signaling" | [Home Page] | [PDF]

  • Manoj Acharya, Anirban Roy, Kaushik Koneripalli, Susmit Jha, Christopher Kanan, Ajay Divakaran. "Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network" | [Home Page] | [PDF]

  • Leila Amgoud, Jonathan Ben-Naim. "Axiomatic Foundations of Explainability" | [Home Page] | [PDF]

  • Gilles Audemard, Steve Bellart, Louenas Bounia, Frederic Koriche, Jean-Marie Lagniez, Pierre Marquis. "On Preferred Abductive Explanations for Decision Trees and Random Forests" | [Home Page] | [PDF]

  • Elias Benussi, Andrea Patane', Matthew Wicker, Luca Laurenti, Marta Kwiatkowska. "Individual Fairness Guarantees for Neural Networks" | [Home Page] | [PDF]

  • Alvin Chan, Yew Soon Ong, Clement Tan. "How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?" | [Home Page] | [PDF]

  • Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang. "Learn to Reverse DNNs from AI Programs Automatically" | [Home Page] | [PDF]

  • Minhao Cheng, Qi Lei, Pin-Yu Chen, Inderjit Dhillon, Cho-Jui Hsieh. "CAT: Customized Adversarial Training for Improved Robustness" | [Home Page] | [PDF]

  • Wei Du, Yichun Zhao, Boqun Li, Gongshen Liu, Shilin Wang. "PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning" | [Home Page] | [PDF]

  • Xavier Gitiaux, Huzefa Rangwala. "SoFaiR: Single Shot Fair Representation Learning" | [Home Page] | [PDF]

  • Vincent Grari, Sylvain Lamprier, Marcin Detyniecki. "Fairness without the Sensitive Attribute via Causal Variational Autoencoder" | [Home Page] | [PDF]

  • Nadin Kökciyan, Pinar Yolum. "Taking Situation-Based Privacy Decisions: Privacy Assistants Working with Humans" | [Home Page] | [PDF]

  • Jeonghyun Lee, Sungmin Han, Sangkyun Lee. "Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets" | [Home Page] | [PDF]

  • Zhiyu Lin, Yifei Gao, Jitao Sang. "Investigating and Explaining the Frequency Bias in Image Classification" | [Home Page] | [PDF]

  • Runliang Niu, Zhepei Wei, Yan Wang, Qi Wang. "AttExplainer: Explain Transformer via Attention by Reinforcement Learning" | [Home Page] | [PDF]

  • Yao Qiang, Chengyin Li, Marco Brocanelli, Dongxiao Zhu. "Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN" | [Home Page] | [PDF]

  • Piotr Romashov, Martin Gjoreski, Kacper Sokol, Maria Vanina Martinez, Marc Langheinrich. "BayCon: Model-agnostic Bayesian Counterfactual Generator" | [Home Page] | [PDF]

  • Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet. "What Does My GNN Really Capture? On Exploring Internal GNN Representations" | [Home Page] | [PDF]

  • Wei Wan, Shengshan Hu, jianrong Lu, Leo Yu Zhang, Hai Jin, Yuanyuan He. "Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection" | [Home Page] | [PDF]

  • Run Wang, Ziheng Huang, Zhikai Chen, Li Liu, Jing Chen, Lina Wang. "Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations" | [Home Page] | [PDF]

  • Zhengyi Wang, Zhongkai Hao, Ziqiao Wang, Hang Su, Jun Zhu. "Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors" | [Home Page] | [PDF]

  • Kang Yang, Run Wang, Lina Wang. "MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training" | [Home Page] | [PDF]

  • Shengwei Zhou, Xiaowei Wu. "Approximately EFX Allocations for Indivisible Chores" | [Home Page] | [PDF]

  • Arij Bouazizi, Adrian Holzbock, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis. "MotionMixer: MLP-based 3D Human Body Pose Forecasting" | [Home Page] | [PDF]

  • Chengzhi Cao, Xueyang Fu, Yurui Zhu, Gege Shi, Zheng-Jun Zha. "Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network" | [Home Page] | [PDF]

  • Gaofeng Cao, Fei Zhou, Han Yan, Anjie Wang, Leidong Fan. "KPN-MFI: A Kernel Prediction Network with Multi-frame Interaction for Video Inverse Tone Mapping" | [Home Page] | [PDF]

  • Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H.S. Torr. "Zero-Shot Logit Adjustment" | [Home Page] | [PDF]

  • Lei Chen, Muheng Li, Yueqi Duan, Jie Zhou, Jiwen Lu. "Uncertainty-Aware Representation Learning for Action Segmentation" | [Home Page] | [PDF]

  • Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao, Bolei Zhou, Hang Zhao. "AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection" | [Home Page] | [PDF]

  • Zekang Chen, Jia Wei, Rui Li. "Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation" | [Home Page] | [PDF]

  • Zhi-Xuan Chen, Cheng Jin, Tian-Jing Zhang, Xiao Wu, Liang-Jian Deng. "SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening" | [Home Page] | [PDF]

  • De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun. "Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction" | [Home Page] | [PDF]

  • Yiwei Ding, Wenjin Deng, Yinglin Zheng, Pengfei Liu, Meihong Wang, Xuan Cheng, Jianmin Bao, Dong Chen, Ming Zeng. "I²R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation" | [Home Page] | [PDF]

  • Hexin Dong, Zifan Chen, Mingze Yuan, Yutong Xie, Jie Zhao, Fei Yu, Bin Dong, Li Zhang. "Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation" | [Home Page] | [PDF]

  • Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li. "MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation" | [Home Page] | [PDF]

  • Xiuquan Du, Xuebin Xu, Kunpeng Ma. "ICGNet: Integration Context-based Reverse-Contour Guidance Network for Polyp Segmentation" | [Home Page] | [PDF]

  • Yongkun Du, Zhineng Chen, Caiyan Jia, Xiaoting Yin, Tianlun Zheng, Chenxia Li, Yuning Du, Yu-Gang Jiang. "SVTR: Scene Text Recognition with a Single Visual Model" | [Home Page] | [PDF]

  • Yexin Duan, Jialin Chen, Xingyu Zhou, Junhua Zou, Zhengyun He, Jin Zhang, Wu Zhang, Zhisong Pan. "Learning Coated Adversarial Camouflages for Object Detectors" | [Home Page] | [PDF]

  • Tingyu Fan, Linyao Gao, Yiling Xu, Zhu Li, Dong Wang. "D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction" | [Home Page] | [PDF]

  • Zhihong Fu, Zehua Fu, Qingjie Liu, Wenrui Cai, Yunhong Wang. "SparseTT: Visual Tracking with Sparse Transformers" | [Home Page] | [PDF]

  • Guangwei Gao, Zhengxue Wang, Juncheng Li, Wenjie Li, Yi Yu, Tieyong Zeng. "Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer" | [Home Page] | [PDF]

  • Zhihao Gu, Taiping Yao, Yang Chen, Ran Yi, Shouhong Ding, Lizhuang Ma. "Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection" | [Home Page] | [PDF]

  • Mingzhe Guo, Zhipeng Zhang, Heng Fan, Liping Jing, Yilin Lyu, Bing Li, Weiming Hu. "Learning Target-aware Representation for Visual Tracking via Informative Interactions" | [Home Page] | [PDF]

  • Xin Guo, Xueyang Fu, Man Zhou, Zhen Huang, Jialun Peng, Zheng-Jun Zha. "Exploring Fourier Prior for Single Image Rain Removal" | [Home Page] | [PDF]

  • Shuai He, Yongchang Zhang, Rui Xie, Dongxiang Jiang, Anlong Ming. "Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks" | [Home Page] | [PDF]

  • Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren. "Self-supervised Semantic Segmentation Grounded in Visual Concepts" | [Home Page] | [PDF]

  • Ziming Hong, Shiming Chen, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You. "Semantic Compression Embedding for Generative Zero-Shot Learning" | [Home Page] | [PDF]

  • Huimin Huang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong. "ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise 
Perspective for Medical Image Segmentation" | [Home Page] | [PDF]

  • Wei-Jie Huang, Yu-Lin Lu, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin. "AQT: Adversarial Query Transformers for Domain Adaptive Object Detection" | [Home Page] | [PDF]

  • Kui Jiang, Zhongyuan Wang, Zheng Wang, Peng Yi, Junjun Jiang, Jinsheng Xiao, Chia-Wen Lin. "DANet: Image Deraining via Dynamic Association Learning" | [Home Page] | [PDF]

  • Yankai Jiang, Ke Xu, Xinyue Wang, Yuan Li, Hongguang Cui, Yubo Tao, Hai Lin. "SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image" | [Home Page] | [PDF]

  • Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu. "Domain Generalization through the Lens of Angular Invariance" | [Home Page] | [PDF]

  • Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han. "Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking" | [Home Page] | [PDF]

  • Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa. "Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment" | [Home Page] | [PDF]

  • Xuan Kou, Chenghao Xu, Xu Yang, Cheng Deng. "Attention-guided Contrastive Hashing for Long-tailed Image Retrieval" | [Home Page] | [PDF]

  • Chunbo Lang, Binfei Tu, Gong Cheng, Junwei Han. "Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation" | [Home Page] | [PDF]

  • Chung-Yeon Lee, Youngjae Yoo, Byoung-Tak Zhang. "PlaceNet: Neural Spatial Representation Learning with Multimodal Attention" | [Home Page] | [PDF]

  • Jae Hee Lee, Matthias Kerzel, Kyra Ahrens, Cornelius Weber, Stefan Wermter. "What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning" | [Home Page] | [PDF]

  • Jinhwi Lee, Jungtaek Kim, Hyunsoo Chung, Jaesik Park, Minsu Cho. "Learning to Assemble Geometric Shapes" | [Home Page] | [PDF]

  • Ang Li, Shanshan Zhao, Zhang Qingjie, Qiuhong Ke. "Iterative Geometry-Aware Cross Guidance Network for Stereo Image Inpainting" | [Home Page] | [PDF]

  • Bing Li, Jiaxin Chen, Dongming Zhang, Xiuguo Bao, Di Huang. "Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement" | [Home Page] | [PDF]

  • Dongdong Li, Zhigang Wang, Jian Wang, Xinyu Zhang, Errui Ding, Jingdong Wang, Zhaoxiang Zhang. "Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification" | [Home Page] | [PDF]

  • Hanting Li, Mingzhe Sui, Zhaoqing Zhu, Feng Zhao. "MMNet: Muscle Motion-Guided Network for Micro-Expression Recognition" | [Home Page] | [PDF]

  • Jingyu Li, Zhendong Mao, Shancheng Fang, Hao Li. "ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning" | [Home Page] | [PDF]

  • Jinpeng Li, Haibo Jin, Shengcai Liao, Ling Shao, Pheng-Ann Heng. "RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection" | [Home Page] | [PDF]

  • Qun Li, Ziyi Zhang, Fu Xiao, Feng Zhang, Bir Bhanu. "Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation" | [Home Page] | [PDF]

  • Wei Li, Tianzhao Yang, Xiao Wu, Zhaoquan Yuan. "Learning Graph-based Residual Aggregation Network for Group Activity Recognition" | [Home Page] | [PDF]

  • Xiaotong Li, Jilan Xu, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao. "TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation" | [Home Page] | [PDF]

  • Xiaoyan Li, Gang Zhang, Tao Jiang, Xufen Cai, Zhenhua Wang. "PRNet: Point-Range Fusion Network for Real-Time LiDAR Semantic Segmentation" | [Home Page] | [PDF]

  • Yu-Lei Li. "Unsupervised Embedding and Association Network for Multi-Object Tracking" | [Home Page] | [PDF]

  • Zheng Li, Caili Guo, Zerun Feng, Jenq-Neng Hwang, Xijun Xue. "Multi-View Visual Semantic Embedding" | [Home Page] | [PDF]

  • Yudong Liang, Bin Wang, Wangmeng Zuo, Jiaying Liu, Wenqi Ren. "Self-supervised Learning and Adaptation for Single Image Dehazing" | [Home Page] | [PDF]

  • Yun Liang, Enze Huang, Zifeng Zhang, Zhuo Su, Dong Wang. "Feature Dense Relevance Network for Single Image Dehazing" | [Home Page] | [PDF]

  • Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang, Yuan He. "RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on" | [Home Page] | [PDF]

  • Haotong Lin, Sida Peng, Zhize Zhou, Xiaowei Zhou. "Learning to Estimate Object Poses without Real Image Annotations" | [Home Page] | [PDF]

  • Tzu-Heng Lin, Pengxiao Wang, Yizhou Wang. "Intrinsic Image Decomposition by Pursuing Reflectance Image" | [Home Page] | [PDF]

  • Yang Lin, Tianyu Zhang, Peiqin Sun, Zheng Li, Shuchang Zhou. "FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer" | [Home Page] | [PDF]

  • Ajian Liu, Yanyan Liang. "MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing" | [Home Page] | [PDF]

  • Kai Liu, Tianyi Wu, Cong Liu, Guodong Guo. "Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention" | [Home Page] | [PDF]

  • Minghui Liu, Jiali Deng, Meiyi Yang, Xuan Cheng, Nianbo Liu, Ming Liu, Xiaomin Wang. "Cost Ensemble with Gradient Selecting for GANs" | [Home Page] | [PDF]

  • Weiquan Liu, Hanyun Guo, Weini Zhang, Yu Zang, Cheng Wang, Jonathan Li. "TopoSeg: Topology-aware Segmentation for Point Clouds" | [Home Page] | [PDF]

  • Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong. "Biological Instance Segmentation with a Superpixel-Guided Graph" | [Home Page] | [PDF]

  • Yang Liu, Yingping Li, Chengyu Kong, Yuqiu Kong, Shenglan Liu, Feilong Wang. "Vision Shared and Representation Isolated Network for Person Search" | [Home Page] | [PDF]

  • Zhenguang Liu, Sifan Wu, Chejian Xu, Xiang Wang, Lei Zhu, Shuang Wu, Fuli Feng. "Copy Motion From One to Another: Fake Motion Video Generation" | [Home Page] | [PDF]

  • Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang. "Deep Video Harmonization With Color Mapping Consistency" | [Home Page] | [PDF]

  • Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes. "Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition" | [Home Page] | [PDF]

  • Wenyang Luo, Yufan Liu, Bing Li, Weiming Hu, Yanan Miao, Yangxi Li. "Long-Short Term Cross-Transformer in Compressed Domain for Few-Shot Video Classification" | [Home Page] | [PDF]

  • Zeyu Ma, Xiao Luo, Yingjie Chen, Mixiao Hou, Jinxing Li, Minghua Deng, Guangming Lu. "Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval" | [Home Page] | [PDF]

  • Qian Ning, Jingzhu Tang, Fangfang Wu, Weisheng Dong, Xin Li, Guangming Shi. "Learning Degradation Uncertainty for Unsupervised Real-world Image Super-resolution" | [Home Page] | [PDF]

  • Mathieu Pagé Fortin, Brahim Chaib-draa. "Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal" | [Home Page] | [PDF]

  • Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou. "Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering" | [Home Page] | [PDF]

  • Siran Peng, Liang-Jian Deng, Jin-Fan Hu, Yuwei Zhuo. "Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening" | [Home Page] | [PDF]

  • Haocong Rao, Chunyan Miao. "SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification" | [Home Page] | [PDF]

  • Christoph Reinders, Frederik Schubert, Bodo Rosenhahn. "ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing" | [Home Page] | [PDF]

  • Jingang Shi, Yusi Wang, Songlin Dong, Xiaopeng Hong, Zitong Yu, Fei Wang, Changxin Wang, Yihong Gong. "IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution" | [Home Page] | [PDF]

  • Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon. "A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space" | [Home Page] | [PDF]

  • Sanjana Sinha, Sandika Biswas, Ravindra Yadav, Brojeshwar Bhowmick. "Emotion-Controllable Generalized Talking Face Generation" | [Home Page] | [PDF]

  • Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Mihee Lee, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia. "Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction" | [Home Page] | [PDF]

  • Yujia Sun, Shuo Wang, Chenglizhao Chen, Tian-Zhu Xiang. "Boundary-Guided Camouflaged Object Detection" | [Home Page] | [PDF]

  • Zhishu Sun, Zhifeng Shen, Luojun Lin, Yuanlong Yu, Zhifeng Yang, Shicai Yang, Weijie Chen. "Dynamic Domain Generalization" | [Home Page] | [PDF]

  • Haoyue Tian, Pan Gao, Xiaojiang Peng. "Video Frame Interpolation Based on Deformable Kernel Region" | [Home Page] | [PDF]

  • Yu Tian, Xingliang Huang, Ruigang Niu, Hongfeng Yu, Peijin Wang, Xian Sun. "Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting" | [Home Page] | [PDF]

  • Emmeke Veltmeijer, Charlotte Gerritsen, Koen Hindriks. "Automatic Recognition of Emotional Subgroups in Images" | [Home Page] | [PDF]

  • Xiaopei Wan, Guoqiu Li, Yujiu Yang, Zhenhua Guo. "Augmenting Anchors by the Detector Itself" | [Home Page] | [PDF]

  • Guanchun Wang, Xiangrong Zhang, Zelin Peng, Xu Tang, Huiyu Zhou, Licheng Jiao. "Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information" | [Home Page] | [PDF]

  • Haohan Wang, Liang Liu, Wuhao Zhang, Jiangning Zhang, Zhenye Gan, Yabiao Wang, Chengjie Wang, Haoqian Wang. "Iterative Few-shot Semantic Segmentation from Image Label Text" | [Home Page] | [PDF]

  • Heng Wang, Chaoyi Zhang, Jianhui Yu, Weidong Cai. "Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds" | [Home Page] | [PDF]

  • Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng. "Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction" | [Home Page] | [PDF]

  • Hu Wang, Mao Ye, Xiatian Zhu, Shuai Li, Ce Zhu, Xue Li. "KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction" | [Home Page] | [PDF]

  • Hua Wang, Linwei Qiu, Jingfei Hu, Jicong Zhang. "I2CNet: An Intra- and Inter-Class Context Information Fusion Network for Blastocyst Segmentation" | [Home Page] | [PDF]

  • Jiahao Wang, Jie Qin, Yunhong Wang, Annan Li. "PACE: Predictive and Contrastive Embedding for Unsupervised Action Segmentation" | [Home Page] | [PDF]

  • Kuo Wang, Yuxiang Nie, Chaowei Fang, Chengzhi Han, Xuewen Wu, Xiaohui Wang Wang, Liang Lin, Fan Zhou, Guanbin Li. "Double-Check Soft Teacher for Semi-Supervised Object Detection" | [Home Page] | [PDF]

  • Luya Wang, Feng Liang, Yangguang Li, Honggang Zhang, Wanli Ouyang, Jing Shao. "RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training" | [Home Page] | [PDF]

  • Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong. "Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation" | [Home Page] | [PDF]

  • Xiaoyang Wang, Jimin Xiao, Bingfeng Zhang, Limin Yu. "CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising" | [Home Page] | [PDF]

  • Haoran Wei, Chenglong Liu, Ping Guo, Yangguang Zhu, Jiamei Fu, Bing Wang, Peng Wang. "Corner Affinity: A Robust Grouping Algorithm to Make Corner-guided Detector Great Again" | [Home Page] | [PDF]

  • Lin (Yuanbo) Wu, Deyin Liu, Xiaojie Guo, Richang Hong, Liangchen Liu, Rui Zhang. "Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks" | [Home Page] | [PDF]

  • Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang. "A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining" | [Home Page] | [PDF]

  • Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen. "Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation" | [Home Page] | [PDF]

  • Feng Xiong, Jiayi Tian, Zhihui Hao, Yulin He, Xiaofeng Ren. "SCMT: Self-Correction Mean Teacher for Semi-supervised Object Detection" | [Home Page] | [PDF]

  • Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu. "Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation" | [Home Page] | [PDF]

  • Yu-Yan Xu, Yang Shen, Xiu-Shen Wei, Jian Yang. "Webly-Supervised Fine-Grained Recognition with Partial Label Learning" | [Home Page] | [PDF]

  • Zelin Xu, Yichen Zhang, Ke Chen, Kui Jia. "BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation" | [Home Page] | [PDF]

  • Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan. "Towards Adversarially Robust Deep Image Denoising" | [Home Page] | [PDF]

  • Yuming Yan, Huimin Yu, Shuzhao Li, Zhaohui Lu, Jianfeng He, Haozhuo Zhang, Runfa Wang. "Weakening the Influence of Clothing: Universal Clothing Attribute Disentanglement for Person Re-Identification" | [Home Page] | [PDF]

  • Zizheng Yan, Yushuang Wu, Guanbin Li, Yipeng Qin, Xiaoguang Han, Shuguang Cui. "Multi-level Consistency Learning for Semi-supervised Domain Adaptation" | [Home Page] | [PDF]

  • Ren Yang, Radu Timofte, Luc Van Gool. "Perceptual Learned Video Compression with Recurrent Conditional GAN" | [Home Page] | [PDF]

  • Shaopeng Yang, Weiyu Guo, Yuheng Ren. "CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd Counting" | [Home Page] | [PDF]

  • Shuo Yang, Xinxiao Wu. "Entity-aware and Motion-aware Transformers for Language-driven Action Localization" | [Home Page] | [PDF]

  • Zaiquan Yang, Yang Liu, Wenjia Xu, Chong Huang, Lei Zhou, Chao Tong. "Learning Prototype via Placeholder for Zero-shot Recognition" | [Home Page] | [PDF]

  • Guangming Yao, Hongzhi Wu, Yi Yuan, Lincheng Li, Kun Zhou, Xin Yu. "Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields" | [Home Page] | [PDF]

  • Hongyi Yao, Pu Li, Jian Cao, Xiangcheng Liu, Chenying Xie, Bingzhang Wang. "RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization" | [Home Page] | [PDF]

  • Chong Yin, Siqi Liu, Vincent Wai-Sun Wong, Pong C Yuen. "Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images" | [Home Page] | [PDF]

  • Jiaguo Yu, Yuming Shen, Menghan Wang, Haofeng Zhang, Philip H.S. Torr. "Learning to Hash Naturally Sorts" | [Home Page] | [PDF]

  • Yunlong Yu, Dingyi Zhang, Yingming Li, Zhongfei Zhang. "Multi-Proxy Learning from an Entropy Optimization Perspective" | [Home Page] | [PDF]

  • Edouard Yvinec, Arnaud Dapogny, Kevin Bailly. "To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding" | [Home Page] | [PDF]

  • Pengpeng Zeng, Haonan Zhang, Jingkuan Song, Lianli Gao. "S2 Transformer for Image Captioning" | [Home Page] | [PDF]

  • Binjie Zhang, Yixiao Ge, Yantao Shen, Shupeng Su, Fanzi Wu, Chun Yuan, Xuyuan Xu, Yexin Wang, Ying Shan. "Towards Universal Backward-Compatible Representation Learning" | [Home Page] | [PDF]

  • Jianrong Zhang, Tianyi Wu, Chuanghao Ding, Hongwei Zhao, Guodong Guo. "Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation" | [Home Page] | [PDF]

  • Ming Zhang, Xiaohui Kuang, Hu Li, Zhendong Wu, Yuanping Nie, Gang Zhao. "Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients" | [Home Page] | [PDF]

  • Ming-Liang Zhang, Fei Yin, Yi-Han Hao, Cheng-Lin Liu. "Plane Geometry Diagram Parsing" | [Home Page] | [PDF]

  • Mingjin Zhang, Chengyu He, Jing Zhang, Yuxiang Yang, Xiaoqi Peng, Jie Guo. "SAR-to-Optical Image Translation via Neural Partial Differential Equations" | [Home Page] | [PDF]

  • Qi Zhang, Liang Hu, Longbing Cao, Chongyang Shi, Shoujin Wang, Dora D. Liu. "A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing" | [Home Page] | [PDF]

  • Shan Zhang, Tianyi Wu, Sitong Wu, Guodong Guo. "CATrans: Context and Affinity Transformer for Few-Shot Segmentation" | [Home Page] | [PDF]

  • Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo. "Few-Shot Adaptation of Pre-Trained Networks for Domain Shift" | [Home Page] | [PDF]

  • Yaoyuan Zhang, Yu-an Tan, Tian Chen, Xinrui Liu, Quanxin Zhang, Yuanzhang Li. "Enhancing the Transferability of Adversarial Examples with Random Patch" | [Home Page] | [PDF]

  • Yue Zhang, Wanying Ding, Ran Xu, Xiaohua Hu. "Visual Emotion Representation Learning via Emotion-Aware Pre-training" | [Home Page] | [PDF]

  • Zhengbo Zhang, Chunluan Zhou, Zhigang Tu. "Distilling Inter-Class Distance for Semantic Segmentation" | [Home Page] | [PDF]

  • Zhifeng Zhang, Xuejing Kang, Anlong Ming. "Domain Adversarial Learning for Color Constancy" | [Home Page] | [PDF]

  • Haiteng Zhao, Chang Ma, Qinyu Chen, Zhi-Hong Deng. "Domain Adaptation via Maximizing Surrogate Mutual Information" | [Home Page] | [PDF]

  • Minyi Zhao, Miao Wang, Fan Bai, Bingjia Li, Jie Wang, Shuigeng Zhou. "C3-STISR: Scene Text Image Super-resolution with Triple Clues" | [Home Page] | [PDF]

  • Pu Zhao, Parikshit Ram, Songtao Lu, Yuguang Yao, Djallel Bouneffouf, Xue Lin, Sijia Liu. "Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations" | [Home Page] | [PDF]

  • Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu. "Test-time Fourier Style Calibration for Domain Generalization" | [Home Page] | [PDF]

  • Meng Zheng, Srikrishna Karanam, Terrence Chen, Richard J. Radke, Ziyan Wu. "Visual Similarity Attention" | [Home Page] | [PDF]

  • Nan Zhong, Zhenxing Qian, Xinpeng Zhang. "Imperceptible Backdoor Attack: From Input Space to Feature Representation" | [Home Page] | [PDF]

  • Xian Zhong, Shidong Tu, Xianzheng Ma, Kui Jiang, Wenxin Huang, Zheng Wang. "Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding" | [Home Page] | [PDF]

  • Feida Zhu, Junwei Zhu, Wenqing Chu, Ying Tai, Zhifeng Xie, Xiaoming Huang, Chengjie Wang. "HifiHead: One-Shot High Fidelity Neural Head Synthesis with 3D Control" | [Home Page] | [PDF]

  • Guijing Zhu, Long Ma, Xin Fan, Risheng Liu. "Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration" | [Home Page] | [PDF]

  • Dhananjay Ashok, Vineel Nagisetty, Christopher Srinivasa, Vijay Ganesh. "A Solver + Gradient Descent Training Algorithm for Deep Neural Networks" | [Home Page] | [PDF]

  • Ivan Bliznets, Danil Sagunov, Kirill Simonov. "Fine-grained Complexity of Partial Minimum Satisfiability" | [Home Page] | [PDF]

  • Benjamin Böhm, Tomáš Peitl, Olaf Beyersdorff. "QCDCL with Cube Learning or Pure Literal Elimination - What is Best?" | [Home Page] | [PDF]

  • Franz Brauße, Zurab Khasidashvili, Konstantin Korovin. "Combining Constraint Solving and Bayesian Techniques for System Optimization" | [Home Page] | [PDF]

  • Jeffrey M. Dudek, Aditya A. Shrotri, Moshe Y. Vardi. "DPSampler: Exact Weighted Sampling Using Dynamic Programming" | [Home Page] | [PDF]

  • Leif Eriksson, Victor Lagerkvist. "A Multivariate Complexity Analysis of Qualitative Reasoning Problems" | [Home Page] | [PDF]

  • Yi Feng, Ioannis Panageas, Xiao Wang. "Accelerated Multiplicative Weights Update Avoids Saddle Points Almost Always" | [Home Page] | [PDF]

  • Randy Hickey, Fahiem Bacchus. "Large Neighbourhood Search for Anytime MaxSAT Solving" | [Home Page] | [PDF]

  • Yuya Hikima, Yasunori Akagi, Naoki Marumo, Hideaki Kim. "Online Matching with Controllable Rewards and Arrival Probabilities" | [Home Page] | [PDF]

  • Cheng-Han Hsieh, Jie-Hong R. Jiang. "Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability" | [Home Page] | [PDF]

  • Yexun Hu, Tai-Xiang Jiang, Xi-Le Zhao. "Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion" | [Home Page] | [PDF]

  • Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar. "Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies" | [Home Page] | [PDF]

  • Frederic Koriche, Christophe Lecoutre, Anastasia Paparrizou, Hugues Wattez. "Best Heuristic Identification for Constraint Satisfaction" | [Home Page] | [PDF]

  • Jiaxin Liang, Feifei Ma, Junping Zhou, Minghao Yin. "AllSATCC: Boosting AllSAT Solving with Efficient Component Analysis" | [Home Page] | [PDF]

  • Grégoire Menguy, Sébastien Bardin, Nadjib Lazaar, Arnaud Gotlieb. "Automated Program Analysis: Revisiting Precondition Inference through Constraint Acquisition" | [Home Page] | [PDF]

  • Charles Vernerey, Samir Loudni, Noureddine Aribi, Yahia Lebbah. "Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association Rules" | [Home Page] | [PDF]

  • Mingyu Xiao. "An Exact MaxSAT Algorithm: Further Observations and Further Improvements" | [Home Page] | [PDF]

  • Oleg Zaikin. "Inverting 43-step MD4 via Cube-and-Conquer" | [Home Page] | [PDF]

  • Jiongzhi Zheng, Kun He, Jianrong Zhou, Yan Jin, Chu-Min Li, Felip Manyà. "BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit" | [Home Page] | [PDF]

  • Jianrong Zhou, Kun He, Jiongzhi Zheng, Chu-Min Li, Yanli Liu. "A Strengthened Branch and Bound Algorithm for the Maximum Common (Connected) Subgraph Problem" | [Home Page] | [PDF]

  • Runxue Bao, Xidong Wu, Wenhan Xian, Heng Huang. "Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization" | [Home Page] | [PDF]

  • Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li. "Hypergraph Structure Learning for Hypergraph Neural Networks" | [Home Page] | [PDF]

  • Weishan Cai, Wenjun Ma, Jieyu Zhan, Yuncheng Jiang. "Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer" | [Home Page] | [PDF]

  • Dorota Celińska-Kopczyńska, Eryk Kopczyński. "Non-Euclidean Self-Organizing Maps" | [Home Page] | [PDF]

  • Ziwei Chai, Siqi You, Yang Yang, Shiliang Pu, Jiarong Xu, Haoyang Cai, Weihao Jiang. "Can Abnormality be Detected by Graph Neural Networks?" | [Home Page] | [PDF]

  • Deepayan Chakrabarti, Benjamin Fauber. "Robust High-Dimensional Classification From Few Positive Examples" | [Home Page] | [PDF]

  • Chaochao Chen, Jun Zhou, Longfei Zheng, Huiwen Wu, Lingjuan Lyu, Jia Wu, Bingzhe Wu, Ziqi Liu, Li Wang, Xiaolin Zheng. "Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification" | [Home Page] | [PDF]

  • Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen. "Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting" | [Home Page] | [PDF]

  • Wei Chen, ShuZhe Li, Chao Huang, Yanwei Yu, Yongguo Jiang, Junyu Dong. "Mutual Distillation Learning Network for Trajectory-User Linking" | [Home Page] | [PDF]

  • Xuanang Chen, Jian Luo, Ben He, Le Sun, Yingfei Sun. "Towards Robust Dense Retrieval via Local Ranking Alignment" | [Home Page] | [PDF]

  • Zijian Chen, Rong-Hua Li, Hongchao Qin, Huanzhong Duan, Yanxiong Lu, Qiangqiang Dai, Guoren Wang. "Filtration-Enhanced Graph Transformation" | [Home Page] | [PDF]

  • Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan. "Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting" | [Home Page] | [PDF]

  • Ailin Deng, Adam Goodge, Lang Yi Ang, Bryan Hooi. "CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias" | [Home Page] | [PDF]

  • Chenyou Fan, Junjie Hu, Jianwei Huang. "Private Semi-Supervised Federated Learning" | [Home Page] | [PDF]

  • Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu. "Feature and Instance Joint Selection: A Reinforcement Learning Perspective" | [Home Page] | [PDF]

  • Yu Fan, Jiajie Xu, Rui Zhou, Jianxin Li, Kai Zheng, Lu Chen, Chengfei Liu. "MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation" | [Home Page] | [PDF]

  • Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao. "When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters" | [Home Page] | [PDF]

  • Vincent Froese, Pascal Kunz, Philipp Zschoche. "Disentangling the Computational Complexity of Network Untangling" | [Home Page] | [PDF]

  • Yifu Gao, Linhui Feng, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li. "Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure" | [Home Page] | [PDF]

  • Shuyun Gu, Xiao Wang, Chuan Shi, Ding Xiao. "Self-supervised Graph Neural Networks for Multi-behavior Recommendation" | [Home Page] | [PDF]

  • Xingtai Gui, Di Wu, Yang Chang, Shicai Fan. "Constrained Adaptive Projection with Pretrained Features for Anomaly Detection" | [Home Page] | [PDF]

  • Wenzheng Hou, Qianqian Xu, Ke Ma, Qianxiu Hao, Qingming Huang. "Quaternion Ordinal Embedding" | [Home Page] | [PDF]

  • Binbin Hu, Zhengwei Wu, Jun Zhou, Ziqi Liu, Zhigang Huangfu, Zhiqiang Zhang, Chaochao Chen. "MERIT: Learning Multi-level Representations on Temporal Graphs" | [Home Page] | [PDF]

  • Fenyu Hu, Liping Wang, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan. "GraphDIVE: Graph Classification by Mixture of Diverse Experts" | [Home Page] | [PDF]

  • Tiancheng Huang, Donglin Wang, Yuan Fang, Zhengyu Chen. "End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection" | [Home Page] | [PDF]

  • Xuan Jiang, Zhiyong Yang, Peisong Wen, Li Su, Qingming Huang. "A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing" | [Home Page] | [PDF]

  • Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan. "CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning" | [Home Page] | [PDF]

  • Di Jin, Rui Wang, Meng Ge, Dongxiao He, Xiang Li, Wei Lin, Weixiong Zhang. "RAW-GNN: RAndom Walk Aggregation based Graph Neural Network" | [Home Page] | [PDF]

  • Hongwei Jin, Xun Chen. "Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs" | [Home Page] | [PDF]

  • Wei Ju, Xiao Luo, Meng Qu, Yifan Wang, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang. "TGNN: A Joint Semi-supervised Framework for Graph-level Classification" | [Home Page] | [PDF]

  • Geon Lee, Minyoung Choe, Kijung Shin. "HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams" | [Home Page] | [PDF]

  • Muyang Li, Xiangyu Zhao, Chuan Lyu, Minghao Zhao, Runze Wu, Ruocheng Guo. "MLP4Rec: A Pure MLP Architecture for Sequential Recommendations" | [Home Page] | [PDF]

  • Yuhan Li, Wei Shen, Jianbo Gao, Yadong Wang. "Community Question Answering Entity Linking via Leveraging Auxiliary Data" | [Home Page] | [PDF]

  • Yujia Li, Shiliang Sun, Jing Zhao. "TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning" | [Home Page] | [PDF]

  • Fangyuan Luo, Jun Wu, Tao Wang. "Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback" | [Home Page] | [PDF]

  • Jun Luo, Shandong Wu. "Adapt to Adaptation: Learning Personalization for Cross-Silo Federated Learning" | [Home Page] | [PDF]

  • Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang. "Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach" | [Home Page] | [PDF]

  • Yuhang Ma, Zhongle Xie, Jue Wang, Ke Chen, Lidan Shou. "Continual Federated Learning Based on Knowledge Distillation" | [Home Page] | [PDF]

  • Chuizheng Meng, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu. "Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data" | [Home Page] | [PDF]

  • Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph. "Raising the Bar in Graph-level Anomaly Detection" | [Home Page] | [PDF]

  • Dazhong Rong, Qinming He, Jianhai Chen. "Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios" | [Home Page] | [PDF]

  • Yuta Saito, Masahiro Nomura. "Towards Resolving Propensity Contradiction in Offline Recommender Learning" | [Home Page] | [PDF]

  • Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang. "Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features" | [Home Page] | [PDF]

  • Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora Salim. "Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention" | [Home Page] | [PDF]

  • Yifei Sun, Haoran Deng, Yang Yang, Chunping Wang, Jiarong Xu, Renhong Huang, Linfeng Cao, Yang Wang, Lei Chen. "Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network" | [Home Page] | [PDF]

  • Xueyang Tang, Song Guo, Jingcai Guo. "Personalized Federated Learning with Contextualized Generalization" | [Home Page] | [PDF]

  • Zhenwei Tang, Shichao Pei, Zhao Zhang, Yongchun Zhu, Fuzhen Zhuang, Robert Hoehndorf, Xiangliang Zhang. "Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion" | [Home Page] | [PDF]

  • Bowen Tian, Qinliang Su, Jian Yin. "Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs" | [Home Page] | [PDF]

  • Hung-Nghiep Tran, Atsuhiro Takasu. "MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction" | [Home Page] | [PDF]

  • Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng. "HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation" | [Home Page] | [PDF]

  • Jiang Wang, Filip Ilievski, Pedro Szekely, Ke-Thia Yao. "Augmenting Knowledge Graphs for Better Link Prediction" | [Home Page] | [PDF]

  • Song Wang, Yushun Dong, Xiao Huang, Chen Chen, Jundong Li. "FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs" | [Home Page] | [PDF]

  • Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao. "Language Models as Knowledge Embeddings" | [Home Page] | [PDF]

  • Yuling Wang, Hao Xu, Yanhua Yu, Mengdi Zhang, Zhenhao Li, Yuji Yang, Wei Wu. "Ensemble Multi-Relational Graph Neural Networks" | [Home Page] | [PDF]

  • Xin-Cheng Wen, JiaXin Ye, Yan Luo, Yong Xu, Xuan-Ze Wang, Chang-Li Wu, Kun-Hong Liu. "CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition" | [Home Page] | [PDF]

  • Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang. "Multi-Graph Fusion Networks for Urban Region Embedding" | [Home Page] | [PDF]

  • Shuang Wu, Jingyu Zhao, Guangjian Tian. "Understanding and Mitigating Data Contamination in Deep Anomaly Detection: A Kernel-based Approach" | [Home Page] | [PDF]

  • Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu. "Decentralized Unsupervised Learning of Visual Representations" | [Home Page] | [PDF]

  • Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Lixin Fan, Rong Pan, Qiang Yang. "FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning" | [Home Page] | [PDF]

  • Xiaohan Xu, Peng Zhang, Yongquan He, Chengpeng Chao, Chaoyang Yan. "Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs" | [Home Page] | [PDF]

  • Chaoqi Yang, Cheng Qian, Jimeng Sun. "GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion" | [Home Page] | [PDF]

  • Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen. "Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach" | [Home Page] | [PDF]

  • Hongyuan Yu, Ting Li, Weichen Yu, Jianguo Li, Yan Huang, Liang Wang, Alex Liu. "Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting" | [Home Page] | [PDF]

  • Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou. "CERT: Continual Pre-training on Sketches for Library-oriented Code Generation" | [Home Page] | [PDF]

  • Jiaqiang Zhang, Senzhang Wang, Songcan Chen. "Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks" | [Home Page] | [PDF]

  • Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun. "Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction" | [Home Page] | [PDF]

  • Weiqi Zhang, Chen Zhang, Fugee Tsung. "GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning" | [Home Page] | [PDF]

  • Yixin Zhang, Yong Liu, Yonghui Xu, Hao Xiong, Chenyi Lei, Wei He, Lizhen Cui, Chunyan Miao. "Enhancing Sequential Recommendation with Graph Contrastive Learning" | [Home Page] | [PDF]

  • Pu Zhao, Chuan Luo, Bo Qiao, Lu Wang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang. "T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification" | [Home Page] | [PDF]

  • Jiaqi Zheng, Xi Zhang, Sanchuan Guo, Quan Wang, Wenyu Zang, Yongdong Zhang. "MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection" | [Home Page] | [PDF]

  • Kaixiong Zhou, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu. "Table2Graph: Transforming Tabular Data to Unified Weighted Graph" | [Home Page] | [PDF]

  • Heng Zhu, Qing Ling. "Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation" | [Home Page] | [PDF]

  • Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo. "Spiking Graph Convolutional Networks" | [Home Page] | [PDF]

  • Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun. "Data-Free Adversarial Knowledge Distillation for Graph Neural Networks" | [Home Page] | [PDF]

  • Wei Zhuo, Guang Tan. "Proximity Enhanced Graph Neural Networks with Channel Contrast" | [Home Page] | [PDF]

  • Varun Babbar, Umang Bhatt, Adrian Weller. "On the Utility of Prediction Sets in Human-AI Teams" | [Home Page] | [PDF]

  • Zheng Chen, Lingwei Zhu, Ziwei Yang, Renyuan Zhang. "Multi-Tier Platform for Cognizing Massive Electroencephalogram" | [Home Page] | [PDF]

  • Lang Feng, Qianhui Liu, Huajin Tang, De Ma, Gang Pan. "Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks" | [Home Page] | [PDF]

  • Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger. "Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts" | [Home Page] | [PDF]

  • Yang Li, Yi Zeng. "Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes" | [Home Page] | [PDF]

  • Sangwon Seo, Vaibhav V. Unhelkar. "Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations" | [Home Page] | [PDF]

  • Yuchen Wang, Malu Zhang, Yi Chen, Hong Qu. "Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion" | [Home Page] | [PDF]

  • Chuhan Wu, Fangzhao Wu, Yongfeng Huang. "Rethinking InfoNCE: How Many Negative Samples Do You Need?" | [Home Page] | [PDF]

  • Gianvincenzo Alfano, Sergio Greco, Francesco Parisi, Irina Trubitsyna. "On Preferences and Priority Rules in Abstract Argumentation" | [Home Page] | [PDF]

  • Benjamin Aminof, Giuseppe De Giacomo, Sasha Rubin, Florian Zuleger. "Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments" | [Home Page] | [PDF]

  • Ofer Arieli, Kees van Berkel, Christian Straßer. "Annotated Sequent Calculi for Paraconsistent Reasoning and Their Relations to Logical Argumentation" | [Home Page] | [PDF]

  • Ringo Baumann, Matti Berthold. "Limits and Possibilities of Forgetting in Abstract Argumentation" | [Home Page] | [PDF]

  • Viktor Besin, Markus Hecher, Stefan Woltran. "Body-Decoupled Grounding via Solving: A Novel Approach on the ASP Bottleneck" | [Home Page] | [PDF]

  • Diego Calvanese, Giuseppe De Giacomo, Marco Montali, Fabio Patrizi. "Verification and Monitoring for First-Order LTL with Persistence-Preserving Quantification over Finite and Infinite Traces" | [Home Page] | [PDF]

  • Rui Cao, Pavel Naumov. "The Limits of Morality in Strategic Games" | [Home Page] | [PDF]

  • Sourav Chakraborty, Avijeet Ghosh, Sujata Ghosh, François Schwarzentruber. "On Verifying Expectations and Observations of Intelligent Agents" | [Home Page] | [PDF]

  • Fengwen Chen, Guodong Long, Zonghan Wu, Tianyi Zhou, Jing Jiang. "Personalized Federated Learning With a Graph" | [Home Page] | [PDF]

  • Alexis de Colnet, Pierre Marquis. "On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits" | [Home Page] | [PDF]

  • Giuseppe De Giacomo, Marco Favorito, Jianwen Li, Moshe Y. Vardi, Shengping Xiao, Shufang Zhu. "LTLf Synthesis as AND-OR Graph Search: Knowledge Compilation at Work" | [Home Page] | [PDF]

  • James P. Delgrande, Joshua Sack, Gerhard Lakemeyer, Maurice Pagnucco. "Epistemic Logic of Likelihood and Belief" | [Home Page] | [PDF]

  • Carmine Dodaro, Valeria Fionda, Gianluigi Greco. "LTL on Weighted Finite Traces: Formal Foundations and Algorithms" | [Home Page] | [PDF]

  • Bettina Fazzinga, Sergio Flesca, Filippo Furfaro. "Abstract Argumentation Frameworks with Marginal Probabilities" | [Home Page] | [PDF]

  • Johannes K. Fichte, Markus Hecher, Mohamed A. Nadeem. "Plausibility Reasoning via Projected Answer Set Counting - A Hybrid Approach" | [Home Page] | [PDF]

  • Maurice Funk, Jean Christoph Jung, Carsten Lutz. "Frontiers and Exact Learning of ELI Queries under DL-Lite Ontologies" | [Home Page] | [PDF]

  • Sarah Alice Gaggl, Philipp Hanisch, Markus Krötzsch. "Simulating Sets in Answer Set Programming" | [Home Page] | [PDF]

  • Luca Geatti, Alessandro Gianola, Nicola Gigante. "Linear Temporal Logic Modulo Theories over Finite Traces" | [Home Page] | [PDF]

  • Andreas Herzig, Emiliano Lorini, Elise Perrotin. "A Computationally Grounded Logic of 'Seeing-to-it-that'" | [Home Page] | [PDF]

  • Jesse Heyninck, Gabriele Kern-Isberner, Tjitze Rienstra, Kenneth Skiba, Matthias Thimm. "Possibilistic Logic Underlies Abstract Dialectical Frameworks" | [Home Page] | [PDF]

  • Jesse Heyninck, Gabriele Kern-Isberner, Thomas Meyer. "Lexicographic Entailment, Syntax Splitting and the Drowning Problem" | [Home Page] | [PDF]

  • Moritz Illich, Birte Glimm. "Computing Concept Referring Expressions for Queries on Horn ALC Ontologies" | [Home Page] | [PDF]

  • Junli Jiang, Pavel Naumov. "The Egocentric Logic of Preferences" | [Home Page] | [PDF]

  • Junli Jiang, Pavel Naumov. "In Data We Trust: The Logic of Trust-Based Beliefs" | [Home Page] | [PDF]

  • Gabriele Kern-Isberner, Jesse Heyninck, Christoph Beierle. "Conditional Independence for Iterated Belief Revision" | [Home Page] | [PDF]

  • Mark Law, Krysia Broda, Alessandra Russo. "Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data" | [Home Page] | [PDF]

  • Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro. "Explanations for Negative Query Answers under Inconsistency-Tolerant Semantics" | [Home Page] | [PDF]

  • Scott Mueller, Ang Li, Judea Pearl. "Causes of Effects: Learning Individual Responses from Population Data" | [Home Page] | [PDF]

  • Nir Oren, Bruno Yun, Srdjan Vesic, Murilo Baptista. "Inverse Problems for Gradual Semantics" | [Home Page] | [PDF]

  • Stanisław J. Purgał, David M. Cerna, Cezary Kaliszyk. "Learning Higher-Order Logic Programs From Failures" | [Home Page] | [PDF]

  • Meliha Sezgin, Gabriele Kern-Isberner. "Revision by Comparison for Ranking Functions" | [Home Page] | [PDF]

  • Yi-Dong Shen, Thomas Eiter. "Considering Constraint Monotonicity and Foundedness in Answer Set Programming" | [Home Page] | [PDF]

  • Karim Tabia. "Updating Probability Intervals with Uncertain Inputs" | [Home Page] | [PDF]

  • Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu. "Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning" | [Home Page] | [PDF]

  • Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang. "Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention" | [Home Page] | [PDF]

  • Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu. "GL-RG: Global-Local Representation Granularity for Video Captioning" | [Home Page] | [PDF]

  • Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou. "FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server" | [Home Page] | [PDF]

  • Shufang Zhu, Giuseppe De Giacomo. "Synthesis of Maximally Permissive Strategies for LTLf Specifications" | [Home Page] | [PDF]

  • Amitoz Azad. "Learning Label Initialization for Time-Dependent Harmonic Extension." | [Home Page] | [PDF]

  • MohammadJavad Azizi, Branislav Kveton, Mohammad Ghavamzadeh. "Fixed-Budget Best-Arm Identification in Structured Bandits" | [Home Page] | [PDF]

  • Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi, Danica J. Sutherland. "One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model" | [Home Page] | [PDF]

  • Duhyeon Bang, Kyungjune Baek, Jiwoo Kim, Yunho Jeon, Jin-Hwa Kim, Jiwon Kim, Jongwuk Lee, Hyunjung Shim. "Logit Mixing Training for More Reliable and Accurate Prediction" | [Home Page] | [PDF]

  • Patrick Betz, Christian Meilicke, Heiner Stuckenschmidt. "Adversarial Explanations for Knowledge Graph Embeddings" | [Home Page] | [PDF]

  • Ryan Burnell, John Burden, Danaja Rutar, Konstantinos Voudouris, Lucy Cheke, José Hernández-Orallo. "Not a Number: Identifying Instance Features for Capability-Oriented Evaluation" | [Home Page] | [PDF]

  • Nan Cao, Teng Zhang, Xuanhua Shi, Hai Jin. "Posistive-Unlabeled Learning via Optimal Transport and Margin Distribution" | [Home Page] | [PDF]

  • Chris U. Carmona, François-Xavier Aubet, Valentin Flunkert, Jan Gasthaus. "Neural Contextual Anomaly Detection for Time Series" | [Home Page] | [PDF]

  • Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun. "Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification" | [Home Page] | [PDF]

  • Shiyan Chen, Chaoteng Duan, Zhaofei Yu, Ruiqin Xiong, Tiejun Huang. "Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera" | [Home Page] | [PDF]

  • Xiyuan Chen, Xingyu Li, Yi Zhou, Tianming Yang. "DDDM: A Brain-Inspired Framework for Robust Classification" | [Home Page] | [PDF]

  • Ziqiu Chi, Zhe Wang, Mengping Yang, Wei Guo, Xinlei Xu. "Better Embedding and More Shots for Few-shot Learning" | [Home Page] | [PDF]

  • Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis. "Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning" | [Home Page] | [PDF]

  • Hwanil Choi, Wonjoon Chang, Jaesik Choi. "Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?" | [Home Page] | [PDF]

  • Yoni Choukroun, Lior Wolf. "Geometric Transformer for End-to-End Molecule Properties Prediction" | [Home Page] | [PDF]

  • Kamil Deja, Paweł Wawrzyński, Wojciech Masarczyk, Daniel Marczak, Tomasz Trzciński. "Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning" | [Home Page] | [PDF]

  • Floris den Hengst, Vincent Francois-Lavet, Mark Hoogendoorn, Frank van Harmelen. "Reinforcement Learning with Option Machines" | [Home Page] | [PDF]

  • Prathamesh Deshpande, Sunita Sarawagi. "Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts" | [Home Page] | [PDF]

  • Franck Djeumou, Cyrus Neary, Eric Goubault, Sylvie Putot, Ufuk Topcu. "Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs" | [Home Page] | [PDF]

  • Nanqing Dong, Matteo Maggioni, Yongxin Yang, Eduardo Pérez-Pellitero, Ales Leonardis, Steven McDonagh. "Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images" | [Home Page] | [PDF]

  • Chunliu Dou, Shaojuan Wu, Xiaowang Zhang, Zhiyong Feng, Kewen Wang. "Function-words Adaptively Enhanced Attention Networks for Few-Shot Inverse Relation Classification" | [Home Page] | [PDF]

  • Yue Fan, Xiuli Ma. "Multi-Vector Embedding on Networks with Taxonomies" | [Home Page] | [PDF]

  • Cheng Feng, Chaoliang Zhong, Jie Wang, Ying Zhang, Jun Sun, Yasuto Yokota. "Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation" | [Home Page] | [PDF]

  • Zunlei Feng, Tian Qiu, Sai Wu, Xiaotuan Jin, Zengliang He, Mingli Song, Huiqiong Wang. "Comparison Knowledge Translation for Generalizable Image Classification" | [Home Page] | [PDF]

  • Cèsar Ferri, José Hernández-Orallo, Jan Arne Telle. "Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model" | [Home Page] | [PDF]

  • Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan. "DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data" | [Home Page] | [PDF]

  • Jiangzhang Gan, Rongyao Hu, Mengmeng Zhan, Yujie Mo, Yingying Wan, Xiaofeng Zhu. "Multi-view Unsupervised Graph Representation Learning" | [Home Page] | [PDF]

  • Ge Gao, Qitong Gao, Xi Yang, Miroslav Pajic, Min Chi. "A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification" | [Home Page] | [PDF]

  • Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng. "Bootstrapping Informative Graph Augmentation via A Meta Learning Approach" | [Home Page] | [PDF]

  • Kun Gao, Katsumi Inoue, Yongzhi Cao, Hanpin Wang. "Learning First-Order Rules with Differentiable Logic Program Semantics" | [Home Page] | [PDF]

  • Lei Gong, Sihang Zhou, Wenxuan Tu, Xinwang Liu. "Attributed Graph Clustering with Dual Redundancy Reduction" | [Home Page] | [PDF]

  • Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell. "Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks" | [Home Page] | [PDF]

  • Sheng Guan, Hanchao Ma, Yinghui Wu. "RoboGNN: Robustifying Node Classification under Link Perturbation" | [Home Page] | [PDF]

  • Dongge Han, Sebastian Tschiatschek. "Option Transfer and SMDP Abstraction with Successor Features" | [Home Page] | [PDF]

  • Dominik Hintersdorf, Lukas Struppek, Kristian Kersting. "To Trust or Not To Trust Prediction Scores for Membership Inference Attacks" | [Home Page] | [PDF]

  • Niklas Hopner, Ilaria Tiddi, Herke van Hoof. "Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient Methods" | [Home Page] | [PDF]

  • Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan. "Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks" | [Home Page] | [PDF]

  • Pengbo Hu, Xingyu Li, Yi Zhou. "SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities" | [Home Page] | [PDF]

  • Tao Hu, Shiliang Sun, Jing Zhao, Dongyu Shi. "Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation" | [Home Page] | [PDF]

  • Zhiwei Hu, Victor Gutierrez Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan. "Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs" | [Home Page] | [PDF]

  • Hao Huang, Keqi Han, Beicheng Xu, Ting Gan. "Reconstructing Diffusion Networks from Incomplete Data" | [Home Page] | [PDF]

  • Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang. "FLS: A New Local Search Algorithm for K-means with Smaller Search Space" | [Home Page] | [PDF]

  • Peide Huang, Mengdi Xu, Fei Fang, Ding Zhao. "Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial Training" | [Home Page] | [PDF]

  • Di Jiang, Yuan Cao, Qiang Yang. "On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration" | [Home Page] | [PDF]

  • Kun Jing, Jungang Xu, Pengfei Li. "Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search" | [Home Page] | [PDF]

  • Byunggill Joe, Insik Shin, Jihun Hamm. "Online Evasion Attacks on Recurrent Models:The Power of Hallucinating the Future" | [Home Page] | [PDF]

  • Mateusz Jurewicz, Leon Derczynski. "Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction" | [Home Page] | [PDF]

  • Rushang Karia, Siddharth Srivastava. "Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems" | [Home Page] | [PDF]

  • Jinhyeon Kim, Kee-Eung Kim. "Data Augmentation for Learning to Play in Text-Based Games" | [Home Page] | [PDF]

  • Kyungsoo Kim, Jeongsoo Ha, Yusung Kim. "Self-Predictive Dynamics for Generalization of Vision-based Reinforcement Learning" | [Home Page] | [PDF]

  • Seoyoon Kim, Seongjun Yun, Jaewoo Kang. "DyGRAIN: An Incremental Learning Framework for Dynamic Graphs" | [Home Page] | [PDF]

  • Fang Kong, Junming Yin, Shuai Li. "Thompson Sampling for Bandit Learning in Matching Markets" | [Home Page] | [PDF]

  • Hyun-Rok Lee, Ram Ananth Sreenivasan, Yeonjeong Jeong, Jongseong Jang, Dongsub Shim, Chi-Guhn Lee. "Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch" | [Home Page] | [PDF]

  • Kyungmin Lee, Hyeongkeun Lee. "Pseudo-spherical Knowledge Distillation" | [Home Page] | [PDF]

  • Sangkyun Lee, Sungmin Han. "Libra-CAM: An Activation-Based Attribution Based on the Linear Approximation of Deep Neural Nets and Threshold Calibration" | [Home Page] | [PDF]

  • See Hian Lee, Feng Ji, Wee Peng Tay. "SGAT: Simplicial Graph Attention Network" | [Home Page] | [PDF]

  • Guanglin Li, Bin Li, Changsheng Chen, Shunquan Tan, Guoping Qiu. "Learning General Gaussian Mixture Model with Integral Cosine Similarity" | [Home Page] | [PDF]

  • Jian Li, Yong Liu, Yingying Zhang. "Ridgeless Regression with Random Features" | [Home Page] | [PDF]

  • Jin Li, Zhong Ji, Gang Wang, Qiang Wang, Feng Gao. "Learning from Students: Online Contrastive Distillation Network for General Continual Learning" | [Home Page] | [PDF]

  • Lei Li, Kai Fan, Chun Yuan. "Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation" | [Home Page] | [PDF]

  • Shen Li, Bryan Hooi. "Neural PCA for Flow-Based Representation Learning" | [Home Page] | [PDF]

  • Yanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen. "Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization" | [Home Page] | [PDF]

  • Ziang Li, Ming Ding, Weikai Li, Zihan Wang, Ziyu Zeng, Yukuo Cen, Jie Tang. "Rethinking the Setting of Semi-supervised Learning on Graphs" | [Home Page] | [PDF]

  • Fangfei Lin, Bing Bai, Kun Bai, Yazhou Ren, Peng Zhao, Zenglin Xu. "Contrastive Multi-view Hyperbolic Hierarchical Clustering" | [Home Page] | [PDF]

  • Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang. "JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning" | [Home Page] | [PDF]

  • Yuhang Liu, Wei Wei, Daowan Peng, Feida Zhu. "Declaration-based Prompt Tuning for Visual Question Answering" | [Home Page] | [PDF]

  • Zhaoqiang Liu, Jun Han. "Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors" | [Home Page] | [PDF]

  • Yangdi Lu, Wenbo He. "SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels" | [Home Page] | [PDF]

  • Hengheng Luo, Yabin Zhang, Suyun Zhao, Hong Chen, Cuiping Li. "Exploring Binary Classification Hidden within Partial Label Learning" | [Home Page] | [PDF]

  • Weilin Luo, Hai Wan, Jianfeng Du, Xiaoda Li, Yuze Fu, Rongzhen Ye, Delong Zhang. "Teaching LTLf Satisfiability Checking to Neural Networks" | [Home Page] | [PDF]

  • Yin-Jyun Luo, Sebastian Ewert, Simon Dixon. "Towards Robust Unsupervised Disentanglement of Sequential Data — A Case Study Using Music Audio" | [Home Page] | [PDF]

  • Gengyu Lyu, Yanan Wu, Songhe Feng. "Deep Graph Matching for Partial Label Learning" | [Home Page] | [PDF]

  • Xin Ma, Won Hwa Kim. "Locally Normalized Soft Contrastive Clustering for Compact Clusters" | [Home Page] | [PDF]

  • Yuzhe Ma, Young Wu, Xiaojin Zhu. "Game Redesign in No-regret Game Playing" | [Home Page] | [PDF]

  • Andrew McDonald, Pang-Ning Tan, Lifeng Luo. "COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence" | [Home Page] | [PDF]

  • Bernhard A. Moser, Michal Lewandowski, Somayeh Kargaran, Werner Zellinger, Battista Biggio, Christoph Koutschan. "Tessellation-Filtering ReLU Neural Networks" | [Home Page] | [PDF]

  • Ningping Mou, Baolin Zheng, Qian Wang, Yunjie Ge, Binqing Guo. "A Few Seconds Can Change Everything: Fast Decision-based Attacks against DNNs" | [Home Page] | [PDF]

  • Nairouz Mrabah, Mohamed Bouguessa, Riadh Ksantini. "Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering" | [Home Page] | [PDF]

  • Adithya Murali, Atharva Sehgal, Paul Krogmeier, P. Madhusudan. "Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination" | [Home Page] | [PDF]

  • Nikita Muravev, Aleksandr Petiushko. "Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations" | [Home Page] | [PDF]

  • Jihong Ouyang, Yiming Wang, Ximing Li, Changchun Li. "Weakly-supervised Text Classification with Wasserstein Barycenters Regularization" | [Home Page] | [PDF]

  • Milan Peelman, Antoon Bronselaer, Guy De Tré. "Search-based Reinforcement Learning through Bandit Linear Optimization" | [Home Page] | [PDF]

  • Meng-Zhang Qian, Zheng Ai, Teng Zhang, Wei Gao. "On the Optimization of Margin Distribution" | [Home Page] | [PDF]

  • Anshuka Rangi, Haifeng Xu, Long Tran-Thanh, Massimo Franceschetti. "Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning" | [Home Page] | [PDF]

  • Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli. "Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts" | [Home Page] | [PDF]

  • Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo. "Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes" | [Home Page] | [PDF]

  • Tong Sang, Hongyao Tang, Yi Ma, Jianye Hao, Yan Zheng, Zhaopeng Meng, Boyan Li, Zhen Wang. "PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations" | [Home Page] | [PDF]

  • Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu. "Federated Multi-Task Attention for Cross-Individual Human Activity Recognition" | [Home Page] | [PDF]

  • Joar Skalse, Lewis Hammond, Charlie Griffin, Alessandro Abate. "Lexicographic Multi-Objective Reinforcement Learning" | [Home Page] | [PDF]

  • Ghada Sokar, Elena Mocanu, Decebal Constantin Mocanu, Mykola Pechenizkiy, Peter Stone. "Dynamic Sparse Training for Deep Reinforcement Learning" | [Home Page] | [PDF]

  • Chenyu Sun, Hangwei Qian, Chunyan Miao. "CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning" | [Home Page] | [PDF]

  • Yinbo Sun, Lintao Ma, Yu Liu, Shijun Wang, James Zhang, YangFei Zheng, Hu Yun, Lei Lei, Yulin Kang, Llinbao Ye. "Memory Augmented State Space Model for Time Series Forecasting" | [Home Page] | [PDF]

  • Jiajia Tang, Kang Li, Ming Hou, Xuanyu Jin, Wanzeng Kong, Yu Ding, Qibin Zhao. "MMT: Multi-way Multi-modal Transformer for Multimodal Learning" | [Home Page] | [PDF]

  • Yijun Tian, Chuxu Zhang, Zhichun Guo, Chao Huang, Ronald Metoyer, Nitesh V. Chawla. "RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation" | [Home Page] | [PDF]

  • Yijun Tian, Chuxu Zhang, Zhichun Guo, Yihong Ma, Ronald Metoyer, Nitesh V. Chawla. "Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks" | [Home Page] | [PDF]

  • Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci. "Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams" | [Home Page] | [PDF]

  • Finbarr Timbers, Nolan Bard, Edward Lockhart, Marc Lanctot, Martin Schmid, Neil Burch, Julian Schrittwieser, Thomas Hubert, Michael Bowling. "Approximate Exploitability: Learning a Best Response" | [Home Page] | [PDF]

  • Wenxuan Tu, Sihang Zhou, Xinwang Liu, Yue Liu, Zhiping Cai, En Zhu, Changwang Zhang, Jieren Cheng. "Initializing Then Refining: A Simple Graph Attribute Imputation Network" | [Home Page] | [PDF]

  • Zongqi Wan, Xiaoming Sun, Jialin Zhang. "Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback" | [Home Page] | [PDF]

  • Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu. "Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration" | [Home Page] | [PDF]

  • Jiankun Wang, Lu Sun. "Multi-Task Personalized Learning with Sparse Network Lasso" | [Home Page] | [PDF]

  • Nan Wang, Hongning Wang, Maryam Karimzadehgan, Branislav Kveton, Craig Boutilier. "IMO^3: Interactive Multi-Objective Off-Policy Optimization" | [Home Page] | [PDF]

  • Xiaolin Wang, Guohao Sun, Xiu Fang, Jian Yang, Shoujin Wang. "Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation" | [Home Page] | [PDF]

  • Xuchuang Wang, Hong Xie, John C. S. Lui. "Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications" | [Home Page] | [PDF]

  • Yuan Wang. "Estimation and Comparison of Linear Regions for ReLU Networks" | [Home Page] | [PDF]

  • Zengmao Wang, Chaoyang Zhou, Bo Du, Fengxiang He. "Self-paced Supervision for Multi-source Domain Adaptation" | [Home Page] | [PDF]

  • Jan Wöhlke, Felix Schmitt, Herke van Hoof. "Value Refinement Network (VRN)" | [Home Page] | [PDF]

  • Danyang Wu, Jitao Lu, Feiping Nie, Rong Wang, Yuan Yuan. "EMGC²F: Efficient Multi-view Graph Clustering with Comprehensive Fusion" | [Home Page] | [PDF]

  • Jun Wu, Jingrui He. "A Unified Meta-Learning Framework for Dynamic Transfer Learning" | [Home Page] | [PDF]

  • Junran Wu, Shangzhe Li, Jianhao Li, Yicheng Pan, Ke Xu. "A Simple yet Effective Method for Graph Classification" | [Home Page] | [PDF]

  • Xinxing wu, Qiang Cheng. "Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders" | [Home Page] | [PDF]

  • Zheng-Fan Wu, Yi-Nan Feng, Hui Xue. "Automatically Gating Multi-Frequency Patterns through Rectified Continuous Bernoulli Units with Theoretical Principles" | [Home Page] | [PDF]

  • Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu. "Information Augmentation for Few-shot Node Classification" | [Home Page] | [PDF]

  • Haifeng Xia, Pu Wang, Toshiaki Koike-Akino, Ye Wang, Philip Orlik, Zhengming Ding. "Adversarial Bi-Regressor Network for Domain Adaptive Regression" | [Home Page] | [PDF]

  • Shi-Yu Xia, Jiaqi Lv, Ning Xu, Xin Geng. "Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning" | [Home Page] | [PDF]

  • Xuan Xie, Kristian Kersting, Daniel Neider. "Neuro-Symbolic Verification of Deep Neural Networks" | [Home Page] | [PDF]

  • Ke Xu, Qiantai Feng, Xingyi Zhang, Dong Wang. "MultiQuant: Training Once for Multi-bit Quantization of Neural Networks" | [Home Page] | [PDF]

  • Yi Xu, Lichen Wang, Yizhou Wang, Can Qin, Yulun Zhang, Yun Fu. "MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning" | [Home Page] | [PDF]

  • Hanyu Xuan, Yihong Xu, Shuo Chen, Zhiliang Wu, Jian Yang, Yan Yan, Xavier Alameda-Pineda. "Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination" | [Home Page] | [PDF]

  • Cambridge Yang, Michael L. Littman, Michael Carbin. "On the (In)Tractability of Reinforcement Learning for LTL Objectives" | [Home Page] | [PDF]

  • Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li. "Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble" | [Home Page] | [PDF]

  • Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Li Lu. "Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning" | [Home Page] | [PDF]

  • ChengYang Ying, Xinning Zhou, Hang Su, Dong Yan, Ning Chen, Jun Zhu. "Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk" | [Home Page] | [PDF]

  • Bruce X.B. Yu, Yan Liu, Xiang Zhang, Gong Chen, Keith C.C. Chan. "EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment" | [Home Page] | [PDF]

  • Chaojian Yu, Bo Han, Mingming Gong, Li Shen, Shiming Ge, Du Bo, Tongliang Liu. "Robust Weight Perturbation for Adversarial Training" | [Home Page] | [PDF]

  • Yunlong Yu, Dingyi Zhang, Zhong Ji. "Masked Feature Generation Network for Few-Shot Learning" | [Home Page] | [PDF]

  • Zhecheng Yuan, Guozheng Ma, Yao Mu, Bo Xia, Bo Yuan, Xueqian Wang, Ping Luo, Huazhe Xu. "Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning" | [Home Page] | [PDF]

  • Mohammadi Zaki, Avi Mohan, Aditya Gopalan. "Improved Pure Exploration in Linear Bandits with No-Regret Learning" | [Home Page] | [PDF]

  • Xianyuan Zhan, Xiangyu Zhu, Haoran Xu. "Model-Based Offline Planning with Trajectory Pruning" | [Home Page] | [PDF]

  • Baoquan Zhang, Hao Jiang, Shanshan Feng, Xutao Li, Yunming Ye, Rui Ye. "Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning" | [Home Page] | [PDF]

  • Jiying Zhang, Xi Xiao, Long-Kai Huang, Yu Rong, Yatao Bian. "Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport" | [Home Page] | [PDF]

  • Ke Zhang, Xinyan Pu, Jiaxing Li, Jiasong Wu, Huazhong Shu, Youyong Kong. "Hierarchical Diffusion Scattering Graph Neural Network" | [Home Page] | [PDF]

  • Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Xueqian Wang, Bo Yuan, Dacheng Tao. "Penalized Proximal Policy Optimization for Safe Reinforcement Learning" | [Home Page] | [PDF]

  • Lu Zhang, Zhu Sun, Ziqing Wu, Jie Zhang, Yew Soon Ong, Xinghua Qu. "Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences" | [Home Page] | [PDF]

  • Yiqun Zhang, Yiu-ming Cheung, An Zeng. "Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering" | [Home Page] | [PDF]

  • Yunhao Zhang, Junchi Yan, Xiaolu Zhang, Jun Zhou, Xiaokang Yang. "Learning Mixture of Neural Temporal Point Processes for Multi-dimensional Event Sequence Clustering" | [Home Page] | [PDF]

  • Xingyu Zhao, Yuexuan An, Ning Xu, Xin Geng. "Fusion Label Enhancement for Multi-Label Learning" | [Home Page] | [PDF]

  • Zhibing Zhao, Ao Liu, Lirong Xia. "Learning Mixtures of Random Utility Models with Features from Incomplete Preferences" | [Home Page] | [PDF]

  • Boqing Zhu, Kele Xu, Changjian Wang, Zheng Qin, Tao Sun, Huaimin Wang, Yuxing Peng. "Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast" | [Home Page] | [PDF]

  • Yun Zhu, Jianhao Guo, Fei Wu, Siliang Tang. "RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning" | [Home Page] | [PDF]

  • Guangyuan Zou, Ying He, F. Richard Yu, Longquan Chen, Weike Pan, Zhong Ming. "Multi-Constraint Deep Reinforcement Learning for Smooth Action Control" | [Home Page] | [PDF]

  • Rui Cheng, Qing Li. "Subsequence-based Graph Routing Network for Capturing Multiple Risk Propagation Processes" | [Home Page] | [PDF]

  • Xianwen Deng, Ruijie Zhao, Yanhao Wang, Libo Chen, Yijun Wang, Zhi Xue. "3E-Solver: An Effortless, Easy-to-Update, and End-to-End Solver with Semi-Supervised Learning for Breaking Text-Based Captchas" | [Home Page] | [PDF]

  • Maike Herkenrath, Till Fluschnik, Francesco Grothe, Leon Kellerhals. "Placing Green Bridges Optimally, with Habitats Inducing Cycles" | [Home Page] | [PDF]

  • Hongsheng Hu, Zoran Salčić, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang. "Membership Inference via Backdooring" | [Home Page] | [PDF]

  • Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Bin Dong, Lei Chen. "A Universal PINNs Method for Solving Partial Differential Equations with a Point Source" | [Home Page] | [PDF]

  • Tatsuya Iwase, Sebastian Stein, Enrico H. Gerding, Archie Chapman. "A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersections" | [Home Page] | [PDF]

  • Qize Jiang, Minhao Qin, Shengmin Shi, Weiwei Sun, Baihua Zheng. "Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method" | [Home Page] | [PDF]

  • Takayuki Katsuki, Kohei Miyaguchi, Akira Koseki, Toshiya Iwamori, Ryosuke Yanagiya, Atsushi Suzuki. "Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction" | [Home Page] | [PDF]

  • Harim Lee, Eunseon Seong, Dong-Kyu Chae. "Self-Supervised Learning with Attention-based Latent Signal Augmentation for Sleep Staging with Limited Labeled Data" | [Home Page] | [PDF]

  • Levi H.S. Lelis, João G.G.V. Nova, Eugene Chen, Nathan R. Sturtevant, Carrie Demmans Epp, Michael Bowling. "Learning Curricula for Humans: An Empirical Study with Puzzles from The Witness" | [Home Page] | [PDF]

  • Chen Li, Chikashige Yamanaka, Kazuma Kaitoh, Yoshihiro Yamanishi. "Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules" | [Home Page] | [PDF]

  • Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao. "Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects" | [Home Page] | [PDF]

  • Lele Luan, Yang Liu, Hao Sun. "Distilling Governing Laws and Source Input for Dynamical Systems from Videos" | [Home Page] | [PDF]

  • Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam. "Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network" | [Home Page] | [PDF]

  • Feiyang Pan, Tongzhe Zhang, Ling Luo, Jia He, Shuoling Liu. "Learn Continuously, Act Discretely: Hybrid Action-Space Reinforcement Learning For Optimal Execution" | [Home Page] | [PDF]

  • Jiahua Rao, Shuangjia Zheng, Sijie Mai, Yuedong Yang. "Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction" | [Home Page] | [PDF]

  • Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han. "FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting" | [Home Page] | [PDF]

  • Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka. "Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit" | [Home Page] | [PDF]

  • Liangde Tao, Lin Chen, Lei Xu, Weidong Shi. "Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion" | [Home Page] | [PDF]

  • Youming Tao, Yulian Wu, Xiuzhen Cheng, Di Wang. "Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data Revisited" | [Home Page] | [PDF]

  • Xu Wan, Lanting Zeng, Mingyang Sun. "Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power Systems" | [Home Page] | [PDF]

  • Heyuan Wang, Tengjiao Wang, Shun Li, Shijie Guan, Jiayi Zheng, Wei Chen. "Heterogeneous Interactive Snapshot Network for Review-Enhanced Stock Profiling and Recommendation" | [Home Page] | [PDF]

  • Heyuan Wang, Tengjiao Wang, Shun Li, Jiayi Zheng, Shijie Guan, Wei Chen. "Adaptive Long-Short Pattern Transformer for Stock Investment Selection" | [Home Page] | [PDF]

  • Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu. "Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution" | [Home Page] | [PDF]

  • Yifan Wang, Guangmo Tong. "Learnability of Competitive Threshold Models" | [Home Page] | [PDF]

  • Pengfei Xia, Ziqiang Li, Wei Zhang, Bin Li. "Data-Efficient Backdoor Attacks" | [Home Page] | [PDF]

  • Dong Xing, Qian Zheng, Qianhui Liu, Gang Pan. "TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources" | [Home Page] | [PDF]

  • Haonan Yan, Xiaoguang Li, Ziyao Guo, Hui Li, Fenghua Li, Xiaodong Lin. "ARCANE: An Efficient Architecture for Exact Machine Unlearning" | [Home Page] | [PDF]

  • Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu. "A Smart Trader for Portfolio Management based on Normalizing Flows" | [Home Page] | [PDF]

  • Xianglin Yang, Yun Lin, Ruofan Liu, Jin Song Dong. "Temporality Spatialization: A Scalable and Faithful Time-Travelling Visualization for Deep Classifier Training" | [Home Page] | [PDF]

  • Keyu Zhu, Ferdinando Fioretto, Pascal Van Hentenryck. "Post-processing of Differentially Private Data: A Fairness Perspective" | [Home Page] | [PDF]

  • Tiantian Zhu, Yang Qin, Qingcai Chen, Baotian Hu, Yang Xiang. "Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking" | [Home Page] | [PDF]

  • Xiaoyi Bao, Wang Zhongqing, Xiaotong Jiang, Rong Xiao, Shoushan Li. "Aspect-based Sentiment Analysis with Opinion Tree Generation" | [Home Page] | [PDF]

  • Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu. "Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation" | [Home Page] | [PDF]

  • Danushka Bollegala. "Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings" | [Home Page] | [PDF]

  • Zefeng Cai, Zerui Cai. "PCVAE: Generating Prior Context for Dialogue Response Generation" | [Home Page] | [PDF]

  • Dongsheng Chen, Zhiqi Huang, Xian Wu, Shen Ge, Yuexian Zou. "Towards Joint Intent Detection and Slot Filling via Higher-order Attention" | [Home Page] | [PDF]

  • Kehai Chen, Muyun Yang, Masao Utiyama, Eiichiro Sumita, Rui Wang, Min Zhang. "Effective Graph Context Representation for Document-level Machine Translation" | [Home Page] | [PDF]

  • Qianglong Chen, Feng-Lin Li, Guohai Xu, Ming Yan, Ji Zhang, Yin Zhang. "DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning" | [Home Page] | [PDF]

  • Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle. "Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering" | [Home Page] | [PDF]

  • Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han. "Interactive Information Extraction by Semantic Information Graph" | [Home Page] | [PDF]

  • Hao Fei, Jingye Li, Shengqiong Wu, Chenliang Li, Donghong Ji, Fei Li. "Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction" | [Home Page] | [PDF]

  • Hao Fei, Shengqiong Wu, Meishan Zhang, Yafeng Ren, Donghong Ji. "Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph" | [Home Page] | [PDF]

  • Hao Fei, Fei Li, Chenliang Li, Shengqiong Wu, Jingye Li, Donghong Ji. "Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis" | [Home Page] | [PDF]

  • Alexander Gaskell, Yishu Miao, Francesca Toni, Lucia Specia. "Logically Consistent Adversarial Attacks for Soft Theorem Provers" | [Home Page] | [PDF]

  • Joachim Giesen, Paul Kahlmeyer, Frank Nussbaum, Sina Zarrieß. "Leveraging the Wikipedia Graph for Evaluating Word Embeddings" | [Home Page] | [PDF]

  • Pierpaolo Goffredo, Shohreh Haddadan, Vorakit Vorakitphan, Elena Cabrio, Serena Villata. "Fallacious Argument Classification in Political Debates" | [Home Page] | [PDF]

  • Xinnan Guo, Yongrui Chen, Guilin Qi, Tianxing Wu, Hao Xu. "Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity" | [Home Page] | [PDF]

  • Rongjie Huang, Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao. "FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis" | [Home Page] | [PDF]

  • Ziyou Jiang, Lin Shi, Celia Chen, Fangwen Mu, Yumin Zhang, Qing Wang. "MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning" | [Home Page] | [PDF]

  • Chang Jin, Shigui Qiu, Nini Xiao, Hao Jia. "AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation" | [Home Page] | [PDF]

  • Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang. "Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation" | [Home Page] | [PDF]

  • Li Kong, Chuanyi Li, Vincent Ng. "Deexaggeration" | [Home Page] | [PDF]

  • Andong Li, Shan You, Guochen Yu, Chengshi Zheng, Xiaodong Li. "Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement" | [Home Page] | [PDF]

  • Guozheng Li, Xu Chen, Peng Wang, Jiafeng Xie, Qiqing Luo. "FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework" | [Home Page] | [PDF]

  • Jiangnan Li, Fandong Meng, Zheng Lin, Rui Liu, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou. "Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge" | [Home Page] | [PDF]

  • Tian Li, Xiang Chen, Zhen Dong, Kurt Keutzer, Shanghang Zhang. "Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data" | [Home Page] | [PDF]

  • Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai. "Parameter-Efficient Sparsity for Large Language Models Fine-Tuning" | [Home Page] | [PDF]

  • Zuchao Li, Hai Zhao, Fengshun Xiao, Masao Utiyama, Eiichiro Sumita. "Explicit Alignment Learning for Neural Machine Translation" | [Home Page] | [PDF]

  • Qingyuan Liang, Zeyu Sun, Qihao Zhu, Wenjie Zhang, Lian Yu, Yingfei Xiong, Lu Zhang. "Lyra: A Benchmark for Turducken-Style Code Generation" | [Home Page] | [PDF]

  • Jiaju Lin, Qin Chen, Jie Zhou, Jian Jin, Liang He. "CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction" | [Home Page] | [PDF]

  • Jian Liu, Yufeng Chen, Jinan Xu. "Low-Resource NER by Data Augmentation With Prompting" | [Home Page] | [PDF]

  • Shuaiqi LIU, Jiannong Cao, Ruosong Yang, Zhiyuan Wen. "Generating a Structured Summary of Numerous Academic Papers: Dataset and Method" | [Home Page] | [PDF]

  • Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tang, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang. "“My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics" | [Home Page] | [PDF]

  • Xianggen Liu, Wenqiang Lei, Jiancheng Lv, Jizhe Zhou. "Abstract Rule Learning for Paraphrase Generation" | [Home Page] | [PDF]

  • Yuyin Lu, Xin Cheng, Ziran Liang, Yanghui Rao. "Graph-based Dynamic Word Embeddings" | [Home Page] | [PDF]

  • Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui. "Searching for Optimal Subword Tokenization in Cross-domain NER" | [Home Page] | [PDF]

  • Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu. "Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt" | [Home Page] | [PDF]

  • Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor. "Variational Learning for Unsupervised Knowledge Grounded Dialogs" | [Home Page] | [PDF]

  • Feiteng Mu, Wenjie Li. "Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning" | [Home Page] | [PDF]

  • Weiran Pan, Wei Wei, Feida Zhu. "Automatic Noisy Label Correction for Fine-Grained Entity Typing" | [Home Page] | [PDF]

  • Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, Yunpeng Li. "Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation" | [Home Page] | [PDF]

  • Xingyu Peng, Chong Zhang, Ke Xu. "Document-level Relation Extraction via Subgraph Reasoning" | [Home Page] | [PDF]

  • Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou. "Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks" | [Home Page] | [PDF]

  • Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu. "BiFSMN: Binary Neural Network for Keyword Spotting" | [Home Page] | [PDF]

  • Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza. "Training Naturalized Semantic Parsers with Very Little Data" | [Home Page] | [PDF]

  • Yu-Ming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao. "Relational Triple Extraction: One Step is Enough" | [Home Page] | [PDF]

  • Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang. "A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model" | [Home Page] | [PDF]

  • Zhoujian Sun, Zhengxing Huang, Nai Ding. "On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools" | [Home Page] | [PDF]

  • Xin Tan, Longyin Zhang, Fang Kong, Guodong Zhou. "Towards Discourse-Aware Document-Level Neural Machine Translation" | [Home Page] | [PDF]

  • Xuting Tang, Abdul Rafae Khan, Shusen Wang, Jia Xu. "Learning by Interpreting" | [Home Page] | [PDF]

  • Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan Song, Tianyu Liu, Baobao Chang, Zhifang Sui. "Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances" | [Home Page] | [PDF]

  • Yuanzheng Wang, Xueqi Cheng, Yixing Fan, Xiaofei Zhu, Huasheng Liang, Qiang Yan, Jiafeng Guo. "MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities" | [Home Page] | [PDF]

  • Ning Wu, Yaobo Liang, Houxing Ren, Linjun Shou, Nan Duan, Ming Gong, Daxin Jiang. "Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval" | [Home Page] | [PDF]

  • Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu. "Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition" | [Home Page] | [PDF]

  • Bowen Xing, Ivor Tsang. "Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning" | [Home Page] | [PDF]

  • Hongyuan Xu, Yunong Chen, Zichen Liu, Yanlong Wen, Xiaojie Yuan. "TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion" | [Home Page] | [PDF]

  • Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin. "Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation" | [Home Page] | [PDF]

  • Fengyi Yang, Xi Zhou, Yi Wang, Abibulla Atawulla, Ran Bi. "Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection" | [Home Page] | [PDF]

  • Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei. "UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation" | [Home Page] | [PDF]

  • Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei. "High-resource Language-specific Training for Multilingual Neural Machine Translation" | [Home Page] | [PDF]

  • Zhenhui Ye, Zhou Zhao, Yi Ren, Fei Wu. "SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech" | [Home Page] | [PDF]

  • Xiaoyuan Yi, Jiarui Zhang, Wenhao Li, Xiting Wang, Xing Xie. "Clickbait Detection via Contrastive Variational Modelling of Text and Label" | [Home Page] | [PDF]

  • Jianfei Yu, Jieming Wang, Rui Xia, Junjie Li. "Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching" | [Home Page] | [PDF]

  • Jiaao Zhan, Yang Gao, Yu Bai, Qianhui Liu. "Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion" | [Home Page] | [PDF]

  • Chenglong Zhang, Shuyong Gao, Haofen Wang, Wenqiang Zhang. "Position-aware Joint Entity and Relation Extraction with Attention Mechanism" | [Home Page] | [PDF]

  • Lichao Zhang, Zhou Zhao, Yi Ren, Liqun Deng. "EditSinger: Zero-Shot Text-Based Singing Voice Editing System with Diverse Prosody Modeling" | [Home Page] | [PDF]

  • Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng. "“Think Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs" | [Home Page] | [PDF]

  • Jie Zhao, Ziyu Guan, Cai Xu, Wei Zhao, Enze Chen. "Charge Prediction by Constitutive Elements Matching of Crimes" | [Home Page] | [PDF]

  • Weixiang Zhao, Yanyan Zhao, Xin Lu. "CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations" | [Home Page] | [PDF]

  • Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan. "Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering" | [Home Page] | [PDF]

  • Yang Zhou, Wee Sun Lee. "None Class Ranking Loss for Document-Level Relation Extraction" | [Home Page] | [PDF]

  • Qihao Zhu, Zeyu Sun, Wenjie Zhang, Yingfei Xiong, Lu Zhang. "Grape: Grammar-Preserving Rule Embedding" | [Home Page] | [PDF]

  • Tong Zhu, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Nicholas Yuan, Min Zhang. "Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph" | [Home Page] | [PDF]

  • Yangfu Zhu, Linmei Hu, Xinkai Ge, Wanrong Peng, Bin Wu. "Contrastive Graph Transformer Network for Personality Detection" | [Home Page] | [PDF]

  • Diego Aineto, Eva Onaindia, Miquel Ramirez, Enrico Scala, Ivan Serina. "Explaining the Behaviour of Hybrid Systems with PDDL+ Planning" | [Home Page] | [PDF]

  • Spyros Angelopoulos, Shahin Kamali, Kimia Shadkami. "Online Bin Packing with Predictions" | [Home Page] | [PDF]

  • Evripidis Bampis, Konstantinos Dogeas, Alexander Kononov, Giorgio Lucarelli, Fanny Pascual. "Scheduling with Untrusted Predictions" | [Home Page] | [PDF]

  • Moran Barenboim, Vadim Indelman. "Adaptive Information Belief Space Planning" | [Home Page] | [PDF]

  • Pascal Bercher, Songtuan Lin, Ron Alford. "Tight Bounds for Hybrid Planning" | [Home Page] | [PDF]

  • Luigi Bonassi, Alfonso Emilio Gerevini, Enrico Scala. "Planning with Qualitative Action-Trajectory Constraints in PDDL" | [Home Page] | [PDF]

  • Clarissa Costen, Marc Rigter, Bruno Lacerda, Nick Hawes. "Shared Autonomy Systems with Stochastic Operator Models" | [Home Page] | [PDF]

  • Rebecca Eifler, Jeremy Frank, Jörg Hoffmann. "Explaining Soft-Goal Conflicts through Constraint Relaxations" | [Home Page] | [PDF]

  • Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek. "Online Planning in POMDPs with Self-Improving Simulators" | [Home Page] | [PDF]

  • Emmanuel Hebrard, Christian Artigues, Pierre Lopez, Arnaud Lusson, Steve Chien, Adrien Maillard, Gregg Rabideau. "An Efficient Approach to Data Transfer Scheduling for Long Range Space Exploration" | [Home Page] | [PDF]

  • David Klaska, Antonin Kucera, Vit Musil, Vojtech Rehak. "General Optimization Framework for Recurrent Reachability Objectives" | [Home Page] | [PDF]

  • Keisuke Okumura, François Bonnet, Yasumasa Tamura, Xavier Défago. "Offline Time-Independent Multi-Agent Path Planning" | [Home Page] | [PDF]

  • Sarath Sreedharan, Pascal Bercher, Subbarao Kambhampati. "On the Computational Complexity of Model Reconciliations" | [Home Page] | [PDF]

  • Julia Wichlacz, Daniel Höller, Jörg Hoffmann. "Landmark Heuristics for Lifted Classical Planning" | [Home Page] | [PDF]

  • Binghan Wu, Wei Bao, Dong Yuan, Bing Zhou. "Competitive Analysis for Multi-Commodity Ski-Rental Problem" | [Home Page] | [PDF]

  • Haoyu Yang, Kaiming Xiao, Lihua Liu, Hongbin Huang, Weiming Zhang. "An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas" | [Home Page] | [PDF]

  • Ryan Yang, Tom Silver, Aidan Curtis, Tomas Lozano-Perez, Leslie Kaelbling. "PG3: Policy-Guided Planning for Generalized Policy Generation" | [Home Page] | [PDF]

  • Hemeng Zeng, Yikun Liang, Yongmei Liu. "A Native Qualitative Numeric Planning Solver Based on AND/OR Graph Search" | [Home Page] | [PDF]

  • Zishuo Zhao, Xi Chen, Xuefeng Zhang, Yuan Zhou. "Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms" | [Home Page] | [PDF]

  • Fuhan Yan, Kai Di. "Multi-robot Task Allocation in the Environment with Functional Tasks" | [Home Page] | [PDF]

  • Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu. "A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation" | [Home Page] | [PDF]

  • Chao Bian, Yawen Zhou, Chao Qian. "Robust Subset Selection by Greedy and Evolutionary Pareto Optimization" | [Home Page] | [PDF]

  • Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou. "Budgeted Sequence Submodular Maximization" | [Home Page] | [PDF]

  • Patrick Ferber, Liat Cohen, Jendrik Seipp, Thomas Keller. "Learning and Exploiting Progress States in Greedy Best-First Search" | [Home Page] | [PDF]

  • Christopher Franz, Georg Mogk, Thomas Mrziglod, Kevin Schewior. "Completeness and Diversity in Depth-First Proof-Number Search with Applications to Retrosynthesis" | [Home Page] | [PDF]

  • Xavier Gillard, Pierre Schaus. "Large Neighborhood Search with Decision Diagrams" | [Home Page] | [PDF]

  • Jasmeet Kaur, Nathan R. Sturtevant. "Efficient Budgeted Graph Search" | [Home Page] | [PDF]

  • Junkang Li, Bruno Zanuttini, Tristan Cazenave, Véronique Ventos. "Generalisation of Alpha-Beta Search for AND-OR Graphs With Partially Ordered Values" | [Home Page] | [PDF]

  • Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Hongliang Guo, Yuejiao Gong, Yeow Meng Chee. "Efficient Neural Neighborhood Search for Pickup and Delivery Problems" | [Home Page] | [PDF]

  • Jaime Middleton, Rodrigo Toro Icarte, Jorge Baier. "Real-Time Heuristic Search with LTLf Goals" | [Home Page] | [PDF]

  • Florian Mischek, Nysret Musliu. "Reinforcement Learning for Cross-Domain Hyper-Heuristics" | [Home Page] | [PDF]

  • Frank Neumann, Carsten Witt. "Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random Variables" | [Home Page] | [PDF]

  • Lan N. Nguyen, My T. Thai. "Efficient Algorithms for Monotone Non-Submodular Maximization with Partition Matroid Constraint" | [Home Page] | [PDF]

  • Haopu Shang, Jia-Liang Wu, Wenjing Hong, Chao Qian. "Neural Network Pruning by Cooperative Coevolution" | [Home Page] | [PDF]

  • Jun Wu, Chu-Min Li, Yupeng Zhou, Minghao Yin, Xin Xu, Dangdang Niu. "HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem" | [Home Page] | [PDF]

  • Qingyun Zhang, Zhouxing Su, Zhipeng Lü, Lingxiao Yang. "A Weighting-Based Tabu Search Algorithm for the p-Next Center Problem" | [Home Page] | [PDF]

  • Debarun Bhattacharjya, Saurabh Sihag, Oktie Hassanzadeh, Liza Bialik. "Summary Markov Models for Event Sequences" | [Home Page] | [PDF]

  • Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu. "Ancestral Instrument Method for Causal Inference without Complete Knowledge" | [Home Page] | [PDF]

  • Zijun Cui, Naiyu Yin, Yuru Wang, Qiang Ji. "Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data" | [Home Page] | [PDF]

  • Mehmet Kurucan, Mete Özbaltan, Sven Schewe, Dominik Wojtczak. "Hidden 1-Counter Markov Models and How to Learn Them" | [Home Page] | [PDF]

  • Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt. "Exchangeability-Aware Sum-Product Networks" | [Home Page] | [PDF]

  • Xueyan Niu, Xiaoyun Li, Ping Li. "Learning Cluster Causal Diagrams: An Information-Theoretic Approach" | [Home Page] | [PDF]

  • Behzad Nourani-Koliji, Saeed Ghoorchian, Setareh Maghsudi. "Linear Combinatorial Semi-Bandit with Causally Related Rewards" | [Home Page] | [PDF]

  • Hjalmar Wijk, Benjie Wang, Marta Kwiatkowska. "Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits" | [Home Page] | [PDF]

  • Huimin Zeng, Zhenrui Yue, Yang Zhang, Ziyi Kou, Lanyu Shang, Dong Wang. "On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks" | [Home Page] | [PDF]

  • Chao Zhang, Zhijian Li, Xin Du, Hui Qian. "DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework" | [Home Page] | [PDF]

  • Sukanya Bhattacharjee, Parag Chaudhuri. "Deep Interactive Surface Creation from 3D Sketch Strokes" | [Home Page] | [PDF]

  • Luca Casini, Bob L. T. Sturm. "Tradformer: A Transformer Model of Traditional Music Transcriptions" | [Home Page] | [PDF]

  • Zui Chen, Yansen Jing, Shengcheng Yuan, Yifei Xu, Jian Wu, Hang Zhao. "Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation" | [Home Page] | [PDF]

  • Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen. "Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning" | [Home Page] | [PDF]

  • Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra-Múnera, Gerard de Melo, Ralf Krestel. "Art Creation with Multi-Conditional StyleGANs" | [Home Page] | [PDF]

  • Emily Halina, Matthew Guzdial. "Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative Systems" | [Home Page] | [PDF]

  • Wilkins Leong, Julie Porteous, John Thangarajah. "Automated Sifting of Stories from Simulated Storyworlds" | [Home Page] | [PDF]

  • Haofei Lu, Zhizhong Wang. "Universal Video Style Transfer via Crystallization, Separation, and Blending" | [Home Page] | [PDF]

  • Peter Schaldenbrand, Zhixuan Liu, Jean Oh. "StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Translation" | [Home Page] | [PDF]

  • Matthew I. Swindall, Timothy Player, Ben Keener, Alex C. Williams, James H. Brusuelas, Federica Nicolardi, Marzia D'Angelo, Claudio Vergara, Michael McOsker, John F. Wallin. "Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images" | [Home Page] | [PDF]

  • Zhizhong Wang, Lei Zhao, Haibo Chen, Zhiwen Zuo, Ailin Li, Wei Xing, Dongming Lu. "DivSwapper: Towards Diversified Patch-based Arbitrary Style Transfer" | [Home Page] | [PDF]

  • Shuang Wu, Shijian Lu, Li Cheng. "Music-to-Dance Generation with Optimal Transport" | [Home Page] | [PDF]

  • Min Zhou, Chenchen Xu, Ye Ma, Tiezheng Ge, Yuning Jiang, Weiwei Xu. "Composition-aware Graphic Layout GAN for Visual-Textual Presentation Designs" | [Home Page] | [PDF]

  • Zhiwen Zuo, Lei Zhao, Shuobin Lian, Haibo Chen, Zhizhong Wang, Ailin Li, Wei Xing, Dongming Lu. "Style Fader Generative Adversarial Networks for Style Degree Controllable Artistic Style Transfer" | [Home Page] | [PDF]

  • Cornelia Ferner. "Captioning Bosch: A Twitter Bot" | [Home Page] | [PDF]

  • Peixiang Luo, Jinchao Zhang, Jie Zhou. "High-Resolution and Arbitrary-Sized Chinese Landscape Painting Creation Based on Generative Adversarial Networks" | [Home Page] | [PDF]

  • Shaozu Yuan, Aijun Dai, Zhiling Yan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He. "Learning to Generate Poetic Chinese Landscape Painting with Calligraphy" | [Home Page] | [PDF]

  • Ankit Bhardwaj, Shiva Iyer, Yash Jalan, Lakshminarayanan Subramanian. "Learning Pollution Maps from Mobile Phone Images" | [Home Page] | [PDF]

  • Mayukh Bhattacharyya, Sayan Nag, Udita Ghosh. "Deciphering Environmental Air Pollution with Large Scale City Data" | [Home Page] | [PDF]

  • Suman Bhoi, Mong Li Lee, Wynne Hsu, Hao Sen Andrew Fang, Ngiap Chuan Tan. "Chronic Disease Management with Personalized Lab Test Response Prediction" | [Home Page] | [PDF]

  • Xu Cao, Xiaoye Li, Liya Ma, Yi Huang, Xuan Feng, Zening Chen, Hongwu Zeng, Jianguo Cao. "AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation" | [Home Page] | [PDF]

  • Naveen Durvasula, Aravind Srinivasan, John Dickerson. "Forecasting Patient Outcomes in Kidney Exchange" | [Home Page] | [PDF]

  • Sujan Dutta, Beibei Li, Daniel S. Nagin, Ashiqur R. KhudaBukhsh. "A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media Stance" | [Home Page] | [PDF]

  • Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla Gomes. "Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net" | [Home Page] | [PDF]

  • Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya. "Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes" | [Home Page] | [PDF]

  • Yuxuan Hu, Shiqing Wu, Chenting Jiang, Weihua Li, Quan Bai, Erin Roehrer. "AI Facilitated Isolations? The Impact of Recommendation-based Influence Diffusion in Human Society" | [Home Page] | [PDF]

  • Ziyi Kou, Lanyu Shang, Yang Zhang, Zhenrui Yue, Huimin Zeng, Dong Wang. "Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation Detection" | [Home Page] | [PDF]

  • Lin Li, Xiaohua Wu, Miao Kong, Dong Zhou, Xiaohui Tao. "Towards the Quantitative Interpretability Analysis of Citizens Happiness Prediction" | [Home Page] | [PDF]

  • Ke Liu, Kaifan Yang, Jiahong Zhang, Renjun Xu. "S2SNet: A Pretrained Neural Network for Superconductivity Discovery" | [Home Page] | [PDF]

  • Eirik Lund Flogard, Ole Jakob Mengshoel, Kerstin Bach. "Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All" | [Home Page] | [PDF]

  • Rounak Meyur, Swapna Thorve, Madhav Marathe, Anil Vullikanti, Samarth Swarup, Henning Mortveit. "A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles" | [Home Page] | [PDF]

  • Ashish Nair, Rahul Yadav, Anjali Gupta, Abhijnan Chakraborty, Sayan Ranu, Amitabha Bagchi. "Gigs with Guarantees: Achieving Fair Wage for Food Delivery Workers" | [Home Page] | [PDF]

  • Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay. "ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria" | [Home Page] | [PDF]

  • Kirill Polovnikov, Nikita Pospelov, Dmitriy Skougarevskiy. "Ownership Concentration and Wealth Inequality in Russia" | [Home Page] | [PDF]

  • Kunal Relia. "DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections" | [Home Page] | [PDF]

  • Saed Rezayi, Zhengliang Liu, Zihao Wu, Chandra Dhakal, Bao Ge, Chen Zhen, Tianming Liu, Sheng Li. "AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition" | [Home Page] | [PDF]

  • Punyajoy Saha, Kanishk Singh, Adarsh Kumar, Binny Mathew, Animesh Mukherjee. "CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech" | [Home Page] | [PDF]

  • Prathyush Sambaturu, Marco Minutoli, Mahantesh Halappanavar, Ananth Kalyanaraman, Anil Vullikanti. "Scalable and Memory-Efficient Algorithms for Controlling Networked Epidemic Processes Using Multiplicative Weights Update Method" | [Home Page] | [PDF]

  • Schyler C. Sun, Bailu Jin, Zhuangkun Wei, Weisi Guo. "Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process" | [Home Page] | [PDF]

  • Maryam Tabar, Wooyong Jung, Amulya Yadav, Owen Wilson Chavez, Ashley Flores, Dongwon Lee. "Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy" | [Home Page] | [PDF]

  • Anoushka Vyas, Sambaran Bandyopadhyay. "Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture" | [Home Page] | [PDF]

  • Honghan Wu, Aneeta Sylolypavan, Minhong Wang, Sarah Wild. "Quantifying Health Inequalities Induced by Data and AI Models" | [Home Page] | [PDF]

  • Yichen Xiao, Han-Ching Ou, Haipeng Chen, Van Thieu Nguyen, Long Tran-Thanh. "Sequential Vaccine Allocation with Delayed Feedback" | [Home Page] | [PDF]

  • Lily Xu, Arpita Biswas, Fei Fang, Milind Tambe. "Ranked Prioritization of Groups in Combinatorial Bandit Allocation" | [Home Page] | [PDF]

  • Clay H. Yoo, Jiachen Wang, Yuxi Luo, Kunal Khadilkar, Ashiqur R. KhudaBukhsh. "Conversational Inequality Through the Lens of Political Interruption" | [Home Page] | [PDF]

  • Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu. "Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression" | [Home Page] | [PDF]

  • Georgina Curto, Nieves Montes, Carles Sierra, Nardine Osman, Flavio Comim. "A norm optimisation approach to SDGs: tackling poverty by acting on discrimination" | [Home Page] | [PDF]

  • Martina Galletti, Michael Anslow, Francesca Bianchi, Manuela Calanca, Donatella Tomaiuoli, Remi Van Trijp, Diletta Vedovelli, Eleonora Pasqua. "Interactive concept-map based summaries for SEND children" | [Home Page] | [PDF]

  • Elisabeth Moser, Selina Meyer, Maximilian Schmidhuber, Daniel Ketterer, Matthias Eberhardt. "Argo: Towards Small Vessel Detection for Humanitarian Purposes" | [Home Page] | [PDF]

  • Md Rashad Al Hasan Rony, Ying Zuo, Liubov Kovriguina, Roman Teucher, Jens Lehmann. "Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering" | [Home Page] | [PDF]

  • David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh. "On the Expressivity of Markov Reward (Extended Abstract)" | [Home Page] | [PDF]

  • Mehdi Ali, Max Berrendorf, Mikhail Galkin, Veronika Thost, Tengfei Ma, Volker Tresp, Jens Lehmann. "Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract)" | [Home Page] | [PDF]

  • Viktor Besin, Markus Hecher, Stefan Woltran. "Utilizing Treewidth for Quantitative Reasoning on Epistemic Logic Programs (Extended Abstract)" | [Home Page] | [PDF]

  • Camille Bourgaux, David Carral, Markus Krötzsch, Sebastian Rudolph, Michaël Thomazo. "Capturing Homomorphism-Closed Decidable Queries with Existential Rules (Extended Abstract)" | [Home Page] | [PDF]

  • Shaowei Cai, Xindi Zhang. "Deep Cooperation of CDCL and Local Search for SAT (Extended Abstract)" | [Home Page] | [PDF]

  • Shushman Choudhury, Jayesh K. Gupta, Mykel J. Kochenderfer. "Scalable Anytime Planning for Multi-Agent MDPs (Extended Abstract)" | [Home Page] | [PDF]

  • Awni Hannun, Chuan Guo, Laurens van der Maaten. "Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract)" | [Home Page] | [PDF]

  • Hoda Heidari, Jon Kleinberg. "Allocating Opportunities in a Dynamic Model of Intergenerational Mobility (Extended Abstract)" | [Home Page] | [PDF]

  • Frederik Kunstner, Raunak Kumar, Mark Schmidt. "Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent (Extended Abstract)" | [Home Page] | [PDF]

  • Chu-Min Li, Zhenxing Xu, Jordi Coll, Felip Manyà, Djamal Habet, Kun He. "Combining Clause Learning and Branch and Bound for MaxSAT (Extended Abstract)" | [Home Page] | [PDF]

  • Miguel Angel Lozano, Òscar Garibo-i-Orts, Eloy Piñol, Miguel Rebollo, Kristina Polotskaya, Miguel Ángel García-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver. "Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract)" | [Home Page] | [PDF]

  • Pasquale Minervini, Erik Arakelyan, Daniel Daza, Michael Cochez. "Complex Query Answering with Neural Link Predictors (Extended Abstract)*" | [Home Page] | [PDF]

  • Ludovico Mitchener, David Tuckey, Matthew Crosby, Alessandra Russo. "Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework (Extended Abstract)" | [Home Page] | [PDF]

  • Harrie Oosterhuis. "Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness (Extended Abstract)" | [Home Page] | [PDF]

  • Manolis Pitsikalis, Thanh-Toan Do, Alexei Lisitsa, Shan Luo. "Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification (Extended Abstract)" | [Home Page] | [PDF]

  • Guendalina Righetti, Daniele Porello, Nicolas Troquard, Oliver Kutz, Maria Hedblom, Pietro Galliani. "Asymmetric Hybrids: Dialogues for Computational Concept Combination (Extended Abstract)" | [Home Page] | [PDF]

  • Javier Segovia-Aguas, Sergio Jiménez Celorrio, Anders Jonsson. "Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract)" | [Home Page] | [PDF]

  • Ashish Sharma, Inna W. Lin, Adam S. Miner, Dave C. Atkins, Tim Althoff. "Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach (Extended Abstract)" | [Home Page] | [PDF]

  • Hariharan Subramonyam, Colleen Seifert, Eytan Adar. "ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces (Extended Abstract)" | [Home Page] | [PDF]

  • Matus Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Robert Moro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Maria Bielikova. "Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)" | [Home Page] | [PDF]

  • Paul Vicol, Luke Metz, Jascha Sohl-Dickstein. "Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies (Extended Abstract)" | [Home Page] | [PDF]

  • Blake Woodworth, Brian Bullins, Ohad Shamir, Nathan Srebro. "The Min-Max Complexity of Distributed Stochastic Convex Optimization with Intermittent Communication (Extended Abstract)" | [Home Page] | [PDF]

  • Yiqun Xie, Erhu He, Xiaowei Jia, Han Bao, Xun Zhou, Rahul Ghosh, Praveen Ravirathinam. "Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract)" | [Home Page] | [PDF]

  • Kayo Yin, Malihe Alikhani. "Including Signed Languages in Natural Language Processing (Extended Abstract)" | [Home Page] | [PDF]

  • Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma. "Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract)" | [Home Page] | [PDF]

  • Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin Winstanley, Chuxu Zhang, Yanfang Ye. "Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract)" | [Home Page] | [PDF]

  • Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas, Alexandros A. Voudouris. "Fair Division of Indivisible Goods: A Survey" | [Home Page] | [PDF]

  • Amrita Bhattacharjee, Mansooreh Karami, Huan Liu. "Text Transformations in Contrastive Self-Supervised Learning: A Review" | [Home Page] | [PDF]

  • Danushka Bollegala, James O' Neill. "A Survey on Word Meta-Embedding Learning" | [Home Page] | [PDF]

  • Min Cao, Shiping Li, Juntao Li, Liqiang Nie, Min Zhang. "Image-text Retrieval: A Survey on Recent Research and Development" | [Home Page] | [PDF]

  • Federico Cerutti, Lance M. Kaplan, Murat Şensoy. "Evidential Reasoning and Learning: a Survey" | [Home Page] | [PDF]

  • Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang. "Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks" | [Home Page] | [PDF]

  • Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao. "A Survey of Vision-Language Pre-Trained Models" | [Home Page] | [PDF]

  • Jiafei Duan, Arijit Dasgupta, Jason Fischer, Cheston Tan. "A Survey on Machine Learning Approaches for Modelling Intuitive Physics" | [Home Page] | [PDF]

  • Xiachong Feng, Xiaocheng Feng, Bing Qin. "A Survey on Dialogue Summarization: Recent Advances and New Frontiers" | [Home Page] | [PDF]

  • Yi Feng, Chuanyi Li, Vincent Ng. "Legal Judgment Prediction: A Survey of the State of the Art" | [Home Page] | [PDF]

  • Ferdinando Fioretto, Cuong Tran, Pascal Van Hentenryck, Keyu Zhu. "Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey" | [Home Page] | [PDF]

  • Eleonora Giunchiglia, Mihaela Catalina Stoian, Thomas Lukasiewicz. "Deep Learning with Logical Constraints" | [Home Page] | [PDF]

  • Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling. "Who Says What to Whom: A Survey of Multi-Party Conversations" | [Home Page] | [PDF]

  • Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan Oseledets, Olivier Beaumont. "Survey on Efficient Training of Large Neural Networks" | [Home Page] | [PDF]

  • Minghuan Liu, Menghui Zhu, Weinan Zhang. "Goal-Conditioned Reinforcement Learning: Problems and Solutions" | [Home Page] | [PDF]

  • Weiwen Liu, Yunjia Xi, Jiarui Qin, Fei Sun, Bo Chen, Weinan Zhang, Rui Zhang, Ruiming Tang. "Neural Re-ranking in Multi-stage Recommender Systems: A Review" | [Home Page] | [PDF]

  • Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie. "Survey on Graph Neural Network Acceleration: An Algorithmic Perspective" | [Home Page] | [PDF]

  • Siqu Long, Feiqi Cao, Soyeon Caren Han, Haiqin Yang. "Vision-and-Language Pretrained Models: A Survey" | [Home Page] | [PDF]

  • Beren Millidge, Tommaso Salvatori, Yuhang Song, Rafal Bogacz, Thomas Lukasiewicz. "Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?" | [Home Page] | [PDF]

  • Changan Niu, Chuanyi Li, Bin Luo, Vincent Ng. "Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code" | [Home Page] | [PDF]

  • Kento Nozawa, Issei Sato. "Evaluation Methods for Representation Learning: A Survey" | [Home Page] | [PDF]

  • Benedek Rozemberczki, Stephen Bonner, Andriy Nikolov, Michaël Ughetto, Sebastian Nilsson, Eliseo Papa. "A Unified View of Relational Deep Learning for Drug Pair Scoring" | [Home Page] | [PDF]

  • Benedek Rozemberczki, Lauren Watson, Péter Bayer, Hao-Tsung Yang, Olivér Kiss, Sebastian Nilsson, Rik Sarkar. "The Shapley Value in Machine Learning" | [Home Page] | [PDF]

  • Yisi Sang, Xiangyang Mou, Jing Li, Jeffrey Stanton, Mo Yu. "A Survey of Machine Narrative Reading Comprehension Assessments" | [Home Page] | [PDF]

  • Murray Shanahan, Melanie Mitchell. "Abstraction for Deep Reinforcement Learning" | [Home Page] | [PDF]

  • Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty. "Detecting and Understanding Harmful Memes: A Survey" | [Home Page] | [PDF]

  • Rachael Hwee Ling Sim, Xinyi Xu, Bryan Kian Hsiang Low. "Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges" | [Home Page] | [PDF]

  • Pavel Surynek. "Problem Compilation for Multi-Agent Path Finding: a Survey" | [Home Page] | [PDF]

  • Vincent Y. F. Tan, Prashanth L.A., Krishna Jagannathan. "A Survey of Risk-Aware Multi-Armed Bandits" | [Home Page] | [PDF]

  • Izzeddin Teeti, Salman Khan, Ajmal Shahbaz, Andrew Bradley, Fabio Cuzzolin. "Vision-based Intention and Trajectory Prediction in Autonomous Vehicles: A Survey" | [Home Page] | [PDF]

  • Huan Wang, Can Qin, Yue Bai, Yulun Zhang, Yun Fu. "Recent Advances on Neural Network Pruning at Initialization" | [Home Page] | [PDF]

  • Peng Wu, Haoxuan Li, Yuhao Deng, Wenjie Hu, Quanyu Dai, Zhenhua Dong, Jie Sun, Rui Zhang, Xiao-Hua Zhou. "On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges" | [Home Page] | [PDF]

  • Liheng Yuan, Heng Li, Beihao Xia, Cuiying Gao, Mingyue Liu, Wei Yuan, Xinge You. "Recent Advances in Concept Drift Adaptation Methods for Deep Learning" | [Home Page] | [PDF]

  • Chuxu Zhang, Kaize Ding, Jundong Li, Xiangliang Zhang, Yanfang Ye, Nitesh V. Chawla, Huan Liu. "Few-Shot Learning on Graphs" | [Home Page] | [PDF]

  • Duzhen Zhang, Shuncheng Jia, Qingyu Wang. "Recent Advances and New Frontiers in Spiking Neural Networks" | [Home Page] | [PDF]

  • Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao. "A Survey on Gradient Inversion: Attacks, Defenses and Future Directions" | [Home Page] | [PDF]

  • Yanci Zhang, Han Yu. "Towards Verifiable Federated Learning" | [Home Page] | [PDF]

  • Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun. "A Survey on Neural Open Information Extraction: Current Status and Future Directions" | [Home Page] | [PDF]

  • Alessandro Artale, Roman Kontchakov, Alisa Kovtunova, Vladislav Ryzhikov, Frank Wolter, Michael Zakharyaschev. "On the First-Order Rewritability of Ontology-Mediated Queries in Linear Temporal Logic (Extended Abstract)" | [Home Page] | [PDF]

  • Jing Chen, Bo Li, Yingkai Li, Pinyan Lu. "Bayesian Auctions with Efficient Queries (Extended Abstract)" | [Home Page] | [PDF]

  • Gianni Costa, Riccardo Ortale. "Overlapping Communities and Roles in Networks with Node Attributes: Probabilistic Graphical Modeling, Bayesian Formulation and Variational Inference (Extended Abstract)" | [Home Page] | [PDF]

  • Adnan Darwiche, Pierre Marquis. "On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract)" | [Home Page] | [PDF]

  • Giuseppe De Giacomo, Paolo Felli, Brian Logan, Fabio Patrizi, Sebastian Sardiña. "Situation Calculus for Controller Synthesis in Manufacturing Systems with First-Order State Representation (Extended Abstract)" | [Home Page] | [PDF]

  • Richard Evans, Matko Bošnjak, Lars Buesing, Kevin Ellis, David Pfau, Pushmeet Kohli, Marek Sergot. "Making Sense of Raw Input (Extended Abstract)" | [Home Page] | [PDF]

  • Tesca Fitzgerald, Ashok Goel, Andrea Thomaz. "Abstraction in Data-Sparse Task Transfer (Extended Abstract)" | [Home Page] | [PDF]

  • Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen. "Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract)" | [Home Page] | [PDF]

  • John Grant, Maria Vanina Martinez, Cristian Molinaro, Francesco Parisi. "Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases (Extended Abstract)" | [Home Page] | [PDF]

  • Tobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir. "Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract)" | [Home Page] | [PDF]

  • Tong Liu, Roberto Amadini, Maurizio Gabbrielli, Jacopo Mauro. "sunny-as2: Enhancing SUNNY for Algorithm Selection (Extended Abstract)" | [Home Page] | [PDF]

  • Pavel Naumov, Yuan Yuan. "Intelligence in Strategic Games (Extended Abstract)" | [Home Page] | [PDF]

  • Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan Kankanhalli, Gunn-Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakeroy, Sigurd Steinshamn. "Learning Realistic Patterns from Visually Unrealistic Stimuli: Generalization and Data Anonymization (Extended Abstract)" | [Home Page] | [PDF]

  • Zeynep G. Saribatur, Thomas Eiter, Peter Schüller. "Abstraction for Non-Ground Answer Set Programs (Extended Abstract)" | [Home Page] | [PDF]

  • Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing. "A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract)" | [Home Page] | [PDF]

  • Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez. "Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract)*" | [Home Page] | [PDF]

  • Michael Winikoff, Galina Sidorenko, Virginia Dignum, Frank Dignum. "Why Bad Coffee? Explaining BDI Agent Behaviour with Valuings (Extended Abstract)" | [Home Page] | [PDF]

  • Baobao Zhang, Markus Anderljung, Lauren Kahn, Noemi Dreksler, Michael C. Horowitz, Allan Dafoe. "Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract)" | [Home Page] | [PDF]

  • Ye Zhu, Kai Ming Ting. "Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract)" | [Home Page] | [PDF]

  • Amos Azaria. "Irrational, but Adaptive and Goal Oriented: Humans Interacting with Autonomous Agents" | [Home Page] | [PDF]

  • Hau Chan. "Analyzing and Designing Strategic Environments in Social Domains" | [Home Page] | [PDF]

  • Ferdinando Fioretto. "Integrating Machine Learning and Optimization to Boost Decision Making" | [Home Page] | [PDF]

  • Umberto Grandi. "Interaction and Expressivity in Collective Decision-Making" | [Home Page] | [PDF]

  • Kuldeep S. Meel. "Counting, Sampling, and Synthesis: The Quest for Scalability" | [Home Page] | [PDF]

  • Nanyun (Violet) Peng. "Controllable Text Generation for Open-Domain Creativity and Fairness" | [Home Page] | [PDF]

  • Chao Qian. "Towards Theoretically Grounded Evolutionary Learning" | [Home Page] | [PDF]

  • Dengji Zhao. "Mechanism Design Powered by Social Interactions: A Call to Arms" | [Home Page] | [PDF]

  • Rihab Abdelkhalek. "Towards New Optimized Artificial Immune Recognition Systems under the Belief Function Theory" | [Home Page] | [PDF]

  • Alessandro Castelnovo. "Extending Decision Tree to Handle Multiple Fairness Criteria" | [Home Page] | [PDF]

  • Qinyi Chen. "Dynamic Bandits with Temporal Structure" | [Home Page] | [PDF]

  • Zehua Cheng, Lianlong Wu. "Hybrid Learning System for Large-scale Medical Image Analysis" | [Home Page] | [PDF]

  • Simone D'Amico. "KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction" | [Home Page] | [PDF]

  • Xiaolei Diao. "Building a Visual Semantics Aware Object Hierarchy" | [Home Page] | [PDF]

  • Mohammed M. S. El-Kholany. "Decomposition Methods for Solving Scheduling Problem Using Answer Set Programming" | [Home Page] | [PDF]

  • Sante Dino Facchini. "Decentralized Autonomous Organizations and Multi-agent Systems for Artificial Intelligence Applications and Data Analysis" | [Home Page] | [PDF]

  • Anna Giabelli. "A Unified Framework for Intrinsic Evaluation of Word-Embedding Algorithms" | [Home Page] | [PDF]

  • Sk Imran Hossain. "Early Diagnosis of Lyme Disease by Recognizing Erythema Migrans Skin Lesion from Images Utilizing Deep Learning Techniques" | [Home Page] | [PDF]

  • Benjamin Kovács. "Scalable ML Methods to Optimize KPIs in Real-World Manufacturing Processes" | [Home Page] | [PDF]

  • Grzegorz Lisowski. "Equilibria in Strategic Nominee Selection" | [Home Page] | [PDF]

  • Nieves Montes. "Engineering Socially-Oriented Autonomous Agents and Multiagent Systems" | [Home Page] | [PDF]

  • Carlos Núñez-Molina. "Application of Neurosymbolic AI to Sequential Decision Making" | [Home Page] | [PDF]

  • YongKyung Oh. "Multivariate Times Series Classification Using Multichannel CNN" | [Home Page] | [PDF]

  • Filippo Pallucchini. "Anchors Selection for Cross-lingual Embedding Alignment through Time" | [Home Page] | [PDF]

  • Branislav Pecher. "Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification" | [Home Page] | [PDF]

  • Victoria Sherratt. "Towards Contextually Sensitive Analysis of Memes: Meme Genealogy and Knowledge Base" | [Home Page] | [PDF]

  • Heereen Shim. "Data-Efficient Algorithms and Neural Natural Language Processing: Applications in the Healthcare Domain" | [Home Page] | [PDF]

  • Alice Tarzariol. "A Model-Oriented Approach for Lifting Symmetry-Breaking Constraints in Answer Set Programming" | [Home Page] | [PDF]

  • Pierre Tassel. "Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications" | [Home Page] | [PDF]

  • Paulina Tomaszewska. "Information Injection to Deep Learning Solutions in Knowledge Transfer" | [Home Page] | [PDF]

  • Hélène Tran. "Automatic Multimodal Emotion Recognition Using Facial Expression, Voice, and Text" | [Home Page] | [PDF]

  • Véronne Yepmo. "Anomaly Explanation" | [Home Page] | [PDF]

  • Yao Zhang. "Diffusion Incentives in Cooperative Games" | [Home Page] | [PDF]

  • Nicklas Sindlev Andersen, Marco Chiarandini. "Together about Dementia" | [Home Page] | [PDF]

  • Arthur Boixel, Ulle Endriss, Oliviero Nardi. "Displaying Justifications for Collective Decisions" | [Home Page] | [PDF]

  • Joseph Boudou, Rachael Colley, Umberto Grandi. "Itero: An Online Iterative Voting Application" | [Home Page] | [PDF]

  • Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant. "Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks" | [Home Page] | [PDF]

  • Oktie Hassanzadeh, Parul Awasthy, Ken Barker, Onkar Bhardwaj, Debarun Bhattacharjya, Mark Feblowitz, Lee Martie, Jian Ni, Kavitha Srinivas, Lucy Yip. "Knowledge-Based News Event Analysis and Forecasting Toolkit" | [Home Page] | [PDF]

  • Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho. "CARBEN: Composite Adversarial Robustness Benchmark" | [Home Page] | [PDF]

  • Li Hu, Jiahui Li, Jiashuo Zhang, Qi Wang, Bang Zhang, Ping Tan. "A Speech-driven Sign Language Avatar Animation System for Hearing Impaired Applications" | [Home Page] | [PDF]

  • Sumit Jha, Alvaro Velasquez, Rickard Ewetz, Laura Pullum, Susmit Jha. "ExplainIt!: A Tool for Computing Robust Attributions of DNNs" | [Home Page] | [PDF]

  • Jonghyeok Kim, Hosung Kwon, Jonghyeon Kim, Jinsoo Park, Soong-Un Choi, Sookyung Kim. "PillGood: Automated and Interactive Pill Dispenser Using Facial Recognition for Safe and Personalized Medication" | [Home Page] | [PDF]

  • Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade. "Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language" | [Home Page] | [PDF]

  • Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang. "Real-Time Portrait Stylization on the Edge" | [Home Page] | [PDF]

  • Marco Lippi, Francesco Antici, Gianfranco Brambilla, Evaristo Cisbani, Andrea Galassi, Daniele Giansanti, Fabio Magurano, Antonella Rosi, Federico Ruggeri, Paolo Torroni. "AMICA: An Argumentative Search Engine for COVID-19 Literature" | [Home Page] | [PDF]

  • Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso. "The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers" | [Home Page] | [PDF]

  • Benjamin Molinet, Santiago Marro, Elena Cabrio, Serena Villata, Tobias Mayer. "ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical Trials" | [Home Page] | [PDF]

  • Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang. "VMAgent: A Practical Virtual Machine Scheduling Platform" | [Home Page] | [PDF]

  • Jiafu Wei, Haoran Xie, Chia-Ming Chang, Xi Yang. "Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images" | [Home Page] | [PDF]

  • Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Jiaben Chen, Kwei-Herng Lai, Mohammad Qazim Bhat, Anmoll Kumar Jain, Alfredo Costilla Reyes, Na Zou, Xia Hu. "AutoVideo: An Automated Video Action Recognition System" | [Home Page] | [PDF]

  • Wenlin Zhuang, Jinwei Qi, Peng Zhang, Bang Zhang, Ping Tan. "Text/Speech-Driven Full-Body Animation" | [Home Page] | [PDF]