knowledge graph

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026 MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026 MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ACL 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026 MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains AAAI 2026 MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction ACL 2026 Multi-graph Fusion Cross-model Contrastive Learning for Recommendation AAAI 2026 MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment AAAI 2026 NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026 NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation AAAI 2026 NumCoKE: Ordinal-Aware Numerical Reasoning over Knowledge Graphs with Mixture-of-Experts and Contrastive Learning AAAI 2026 On Modality Weighting and Specificity for Multi-Modal Entity Alignment AAAI 2026 PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026 Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework ACL 2026 PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026 Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering AAAI 2026 ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs AAAI 2026 Query-Aware Knowledge Retrieval via Hyperbolic Structuring ACL 2026 Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026 Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval EACL 2026 Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026 SARA: Leveraging LLM Agents and Jurisprudential Ontologies for Automated Legal Reasoning AAAI 2026 SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation ACL 2026