Knowledge Graphs

A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025 Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025 A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks ICML 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 Adapting Precomputed Features for Efficient Graph Condensation ICML 2025 Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025 A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025 A Derivational ChainBank for Modern Standard Arabic COLING 2025 A Dynamic Knowledge Update-Driven Model with Large Language Models for Fake News Detection IJCAI 2025 A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025 Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge EMNLP 2025 AGM-TE: Approximate Generative Model Estimator of Transfer Entropy for Causal Discovery CLeaR 2025 Aligning Graphical and Functional Causal Abstractions CLeaR 2025 A Meta-learner for Heterogeneous Effects in Difference-in-Differences ICML 2025 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025 An Asymmetric Independence Model for Causal Discovery on Path Spaces CLeaR 2025 An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data ICML 2025 An Evaluation of Approaches to Train Embeddings for Logical Inference (Student Abstract) AAAI 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025 A Recipe for Causal Graph Regression: Confounding Effects Revisited ICML 2025 A Sample Efficient Conditional Independence Test in the Presence of Discretization ICML 2025 A Survey of Link Prediction in N-ary Knowledge Graphs EMNLP 2025 A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions IJCAI 2025