Knowledge Graphs

A novel hybrid approach for positive-valued DAG learning CLeaR 2026 Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings UAI 2026 Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge ACL 2026 Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes CLeaR 2026 CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026 COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval ACL 2026 DAG Learning from Zero-Inflated Count Data Using Continuous Optimization CLeaR 2026 Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph Learning CVPR 2026 Describe Anything Anywhere At Any Moment CVPR 2026 Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ACL 2026 Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision ACL 2026 FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph ACL 2026 Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion ACL 2026 Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing ACL 2026 LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ACL 2026 MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning ACL 2026 Poisson–Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs UAI 2026 Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026 ReLaGS: Relational Language Gaussian Splatting CVPR 2026 SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning SemEval 2026 SoloSemantics at SemEval-2026 Task 4: Triplet-Tuned MPNet for Story Similarity SemEval 2026 Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA ACL 2026 VKG-QA: Visual Knowledge Graph-based Question Answer for Large Multimodal Models CVPR 2026 yasaminal at Semeval2026: Constraint-Aware Humor Generation with Knowledge Graph Guidance SemEval 2026 S^2FGL: Spatial Spectral Federated Graph Learning ICML 2025