Knowledge Graphs

Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025 Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025 TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration ICML 2025 Topology-aware Neural Flux Prediction Guided by Physics ICML 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025 Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025 Towards Robustness and Explainability of Automatic Algorithm Selection ICML 2025 Transfer learning in latent contextual bandits with covariate shift through causal transportability CLeaR 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025 Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025 Uncommon Belief in Rationality AAAI 2025 Unifying Large Language Models and Knowledge Graphs for efficient Regulatory Information Retrieval and Answer Generation COLING 2025 Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025 VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT SemEval 2025 VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025 What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025 What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness (Extended Abstract) COLT 2025 Zero-Shot Generalization of GNNs over Distinct Attribute Domains ICML 2025 ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025 NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NeurIPS 2024 Action Scene Graphs for Long-Form Understanding of Egocentric Videos CVPR 2024