Knowledge & Reasoning

Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 Foundations of Reactive Synthesis for Declarative Process Specifications AAAI 2024 Foundations of Testing for Finite-Sample Causal Discovery ICML 2024 From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks ICML 2024 From Graphs to Hypergraphs: Hypergraph Projection and its Reconstruction ICLR 2024 From Statistical Relational to Neuro-Symbolic Artificial Intelligence AAAI 2024 From Text to Historical Ecological Knowledge: The Construction and Application of the Shan Jing Knowledge Base COLING 2024 Functional Directed Acyclic Graphs JMLR 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024 FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving NeurIPS 2024 General Identifiability and Achievability for Causal Representation Learning AISTATS 2024 Generalisation through Negation and Predicate Invention AAAI 2024 Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables JMLR 2024 Generalized Planning for the Abstraction and Reasoning Corpus AAAI 2024 Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024 Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 Generation of Visual Representations for Multi-Modal Mathematical Knowledge AAAI 2024 Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP 2024 Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024 Graph Distillation with Eigenbasis Matching ICML 2024 Graph Learning for Numeric Planning NeurIPS 2024 Graph Neural PDE Solvers with Conservation and Similarity-Equivariance ICML 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024