link prediction

Automated Extraction of Hypo-Hypernym Relations for the Ukrainian WordNet COLING 2024 Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings ACL 2024 Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024 Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024 Community Detection Guarantees using Embeddings Learned by Node2Vec NeurIPS 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024 ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024 Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NeurIPS 2024 Continuous-Time Graph Representation with Sequential Survival Process AAAI 2024 Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024 Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? NAACL 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dual Complex Number Knowledge Graph Embeddings COLING 2024 DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024 Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning ICLR 2024 EX-Graph: A Pioneering Dataset Bridging Ethereum and X ICLR 2024 Exploring the Role of Node Diversity in Directed Graph Representation Learning IJCAI 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024 Few-shot Link Prediction on Hyper-relational Facts COLING 2024 FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction ICLR 2024 From Graphs to Hypergraphs: Hypergraph Projection and its Reconstruction ICLR 2024 Graph Neural Prompting with Large Language Models AAAI 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024