Knowledge & Reasoning

Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding ICML 2025 RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation ICML 2025 Robustness in Single-Audience Value-based Abstract Argumentation: Complexity Results IJCAI 2025 Root Cause Analysis of Failures from Partial Causal Structures UAI 2025 ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems ICML 2025 RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025 RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios ACL 2025 Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025 S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025 Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification ACL 2025 SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP 2025 SAVOR: Skill Affordance Learning from Visuo-Haptic Perception for Robot-Assisted Bite Acquisition CoRL 2025 Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier ICLR 2025 Scalable Knowledge Refactoring Using Constrained Optimisation AAAI 2025 Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ACL 2025 SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval ICML 2025 Schema Generation for Large Knowledge Graphs Using Large Language Models EMNLP 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Score matching through the roof: linear, nonlinear, and latent variables causal discovery CLeaR 2025 Score Matching with Missing Data ICML 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025 Securing Public Cloud Networks with Efficient Role-based Micro-Segmentation NSDI 2025 Semantic Frame Induction from a Real-World Corpus ACL 2025