Graph Neural Networks

Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes AAAI 2024 Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing NeurIPS 2024 HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding CVPR 2024 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024 HoloNets: Spectral Convolutions do extend to Directed Graphs ICLR 2024 Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024 HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024 How Does Message Passing Improve Collaborative Filtering? NeurIPS 2024 How Graph Neural Networks Learn: Lessons from Training Dynamics ICML 2024 How Interpretable Are Interpretable Graph Neural Networks? ICML 2024 How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing ICML 2024 Hybrid Directional Graph Neural Network for Molecules ICLR 2024 HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs ICLR 2024 HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs EMNLP 2024 Hyperbolic Geometric Latent Diffusion Model for Graph Generation ICML 2024 Hyperbolic Graph Diffusion Model AAAI 2024 Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion COLING 2024 Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024 Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024 Hypergraph Dynamic System ICLR 2024 Hypergraph-enhanced Dual Semi-supervised Graph Classification ICML 2024 Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion AAAI 2024 Hypergraph Neural Architecture Search AAAI 2024 Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024 Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024