Graph Embeddings

Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024 DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024 Dual Complex Number Knowledge Graph Embeddings COLING 2024 Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024 Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024 Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval IJCAI 2024 Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NeurIPS 2024 Knowledge Graphs Can be Learned with Just Intersection Features ICML 2024 Knowledge Graphs for Real-World Rumour Verification COLING 2024 Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024 Microstructures and Accuracy of Graph Recall by Large Language Models NeurIPS 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024 Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism ACML 2024 Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding AAAI 2024 Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NeurIPS 2023 A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023 An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation IJCAI 2023 A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NeurIPS 2023 Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline ACL 2023 CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs EACL 2023 DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SemEval 2023