Knowledge & Reasoning

The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations ICLR 2025 The Relativity of Causal Knowledge UAI 2025 THE ROBUSTNESS OF DIFFERENTIABLE CAUSAL DISCOVERY IN MISSPECIFIED SCENARIOS ICLR 2025 Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025 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 Told You That Will Not Work: Optimal Corrections to Planning Domains Using Counter-Example Plans AAAI 2025 TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration ICML 2025 Topology-aware Neural Flux Prediction Guided by Physics ICML 2025 Toward Falsifying Causal Graphs Using a Permutation-Based Test AAAI 2025 Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving EMNLP 2025 Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025 Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness ACL 2025 Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine ACL 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 Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios AAAI 2025 Transfer learning in latent contextual bandits with covariate shift through causal transportability CLeaR 2025 Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation ICML 2025 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025