Knowledge Graphs

SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context EMNLP 2025 SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025 SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025 SPOT: Zero-Shot Semantic Parsing Over Property Graphs ACL 2025 SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025 Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion ICML 2025 Stabilized Inverse Probability Weighting via Isotonic Calibration CLeaR 2025 STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs AAAI 2025 STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025 Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation (Extended Abstract) COLT 2025 Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025 Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs ICML 2025 Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs COLING 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TeDS: Joint Learning of Diachronic and Synchronic Perspectives in Quaternion Space for Temporal Knowledge Graph Completion ICML 2025 TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025 TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching ICML 2025 Temporal Conjunctive Query Answering via Rewriting AAAI 2025 Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025 TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics ICLR 2025 The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025 The Generalized Skew Spectrum of Graphs ICML 2025 The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations ICLR 2025 Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025