Graph Neural Networks

Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification EMNLP 2024 GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism NAACL 2024 GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs CVPR 2024 GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation ICLR 2024 GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages EACL 2024 HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024 HAMLET: Graph Transformer Neural Operator for Partial Differential Equations ICML 2024 HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose Estimation ECCV 2024 HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation NeurIPS 2024 Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning ICLR 2024 Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues AAAI 2024 HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NeurIPS 2024 Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024 Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables AAAI 2024 Heterogeneous Graph Transformer with Poly-Tokenization IJCAI 2024 HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network ICML 2024 HGDL: Heterogeneous Graph Label Distribution Learning NeurIPS 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024 HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models CVPR 2024 Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection AAAI 2024 Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level NAACL 2024 Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents COLING 2024 Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning AAAI 2024 HiGen: Hierarchical Graph Generative Networks ICLR 2024