Representation

Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025 Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing ICML 2025 Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025 Rethink GraphODE Generalization within Coupled Dynamical System ICML 2025 Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025 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 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 S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 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 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