hypergraph neural network

NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving AAAI 2025 SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models ICML 2025 Training-Free Message Passing for Learning on Hypergraphs ICLR 2025 When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025 DE-HNN: An effective neural model for Circuit Netlist representation AISTATS 2024 Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation IJCAI 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 Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024 Hypergraph Dynamic System ICLR 2024 Hypergraph Neural Architecture Search AAAI 2024 LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference ICLR 2024 Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning ACL 2023 Equivariant Hypergraph Diffusion Neural Operators ICLR 2023 From Hypergraph Energy Functions to Hypergraph Neural Networks ICML 2023 Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks EMNLP 2023 Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023 Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation CVPR 2023 Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction IJCAI 2023 Sheaf Hypergraph Networks NeurIPS 2023 Totally Dynamic Hypergraph Neural Networks IJCAI 2023 Vision HGNN: An Image is More than a Graph of Nodes ICCV 2023 Adaptive Hypergraph Neural Network for Multi-Person Pose Estimation AAAI 2022 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning CVPR 2022 HEGEL: Hypergraph Transformer for Long Document Summarization EMNLP 2022