Knowledge Graph

AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026 CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026 Cognitive Scaffold: From Fluid Context to Crystallized Memory for Long-Horizon DeepResearch Agents ACL 2026 CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ACL 2026 Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ACL 2026 DynamicGTR: Leveraging Graph Topology Representation Preferences to Boost VLM Capabilities on Graph QAs CVPR 2026 Enhancing Lexical Relation Mining with Structured Sememe Knowledge ACL 2026 Expanding Spatial and Temporal Context for Robotic Imitation Learning With Scene Graphs CVPR 2026 FourCorners: A Production Knowledge Graph Unifying Thailand’s Legal System ACL 2026 From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026 Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs CVPR 2026 Graph-to-Frame RAG: Visual-Space Knowledge Fusion for Training-Free and Auditable Video Reasoning CVPR 2026 GrOCE : Graph-Guided Online Concept Erasure for Text-to-Image Diffusion Models CVPR 2026 KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ACL 2026 KnowVal: A Knowledge-Augmented and Value-Guided Autonomous Driving System CVPR 2026 LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning ACL 2026 Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 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 SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning SemEval 2026 WikiCLIP: An Efficient Contrastive Baseline for Open-domain Visual Entity Recognition CVPR 2026 Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs ACL 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025