Knowledge Graphs

Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 Graph Distillation with Eigenbasis Matching ICML 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024 HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 Homomorphism Counts for Graph Neural Networks: All About That Basis ICML 2024 HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024 HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs ACL 2024 Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 Image Clustering with External Guidance ICML 2024 Improving Hyperbolic Representations via Gromov-Wasserstein Regularization ECCV 2024 Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024 Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024 Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach ICML 2024 Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NeurIPS 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024