Papers
Convergence of Fast Policy Iteration in Markov Games and Robust MDPs
Keith Badger, Jefferson Huang, Marek Petrik
Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction
Niloofar Azizi, Nils M. Kriege, Nicholas J. A. Harvey et al.
SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control
Ho Yin Au, Junkun Jiang, Jie Chen
FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition
Zhongde An, Jinhong You, Jiyanglin Li et al.
Removing Box-Free Watermarks for Image-to-Image Models via Query-Based Reverse Engineering
Haonan An, Guang Hua, Hangcheng Cao et al.
Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets
Nabil Alami, Jad Zakharia, Souhaib Ben Taieb
InfoQ: Mixed-Precision Quantization via Global Information Flow
Mehmet Emre Akbulut, Hazem Hesham Yousef Shalby, Fabrizio Pittorino et al.
PAGE: A Unified Approach for Federated Graph Unlearning
Yuming Ai, Xunkai Li, Jiaqi Chao et al.
PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering
Chengwei Ai, Qiaozhen Meng, Mengwei Sun et al.
Expressive Power of Graph Transformers via Logic
Veeti Ahvonen, Maurice Funk, Damian Heiman et al.
Stabilizing Policy Gradient Methods via Reward Profiling
Shihab Ahmed, El Houcine Bergou, Yue Wang et al.
RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation
Md Atik Ahamed, Qiang Ye, Qiang Cheng
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
Rik Adriaensen, Lucas Van Praet, Jessa Bekker et al.
Expressive Temporal Specifications for Reward Monitoring
Omar Adalat, Francesco Belardinelli
Constrained Online Convex Optimization with Memory and Predictions
Mohammed Abdullah, George Iosifidis, Salah Eddine Elayoubi et al.
DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation
Mohamed Abdelsamad, Michael Ulrich, Bin Yang et al.
Automatic Channel Pruning by Searching with Structure Embedding for Hash Network
Zifan Liu, Yuan Cao, Yifan Sun et al.
EfficientFlow: Efficient Equivariant Flow Policy Learning for Embodied AI
Jianlei Chang, Ruofeng Mei, Wei Ke et al.
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients
Gongxi Zhu, Hanlin Gu, Lixin Fan et al.
AgentODRL: A Large Language Model-based Multi-agent System for ODRL Generation
Wanle Zhong, Keman Huang, Xiaoyong Du
Incremental Maintenance of DatalogMTL Materialisations
Kaiyue Zhao, Dingqi Chen, Shaoyu Wang et al.
Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study
Yingji Zhang, Marco Valentino, Danilo Carvalho et al.
Counterfactual Question Generation Uncovering Learner Contradictions
Bo Zhang, Hao Yu, Wenjie Dong et al.
SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning
Xiaoda Yang, Shenzhou Gao, Can Wang et al.
Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-Based Test Oracles
Zihao Xu, Junchen Ding, Yiling Lou et al.