Graph Neural Networks

HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction EMNLP 2023 HGNet: Learning Hierarchical Geometry From Points, Edges, and Surfaces CVPR 2023 HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023 Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction ICML 2023 Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition ICCV 2023 Hierarchical Transformer for Scalable Graph Learning IJCAI 2023 High dimensional, tabular deep learning with an auxiliary knowledge graph NeurIPS 2023 High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition CVPR 2023 HiPool: Modeling Long Documents Using Graph Neural Networks ACL 2023 Histopathology Whole Slide Image Analysis With Heterogeneous Graph Representation Learning CVPR 2023 Holistic Prediction on a Time-Evolving Attributed Graph ACL 2023 HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics CVPR 2023 HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation ICCV 2023 Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature ACML 2023 Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach NeurIPS 2023 Hyperbolic Representation Learning: Revisiting and Advancing ICML 2023 HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023 Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification ACML 2023 Identifying Conspiracy Theories News based on Event Relation Graph EMNLP 2023 Imbalanced Node Classification Beyond Homophilic Assumption IJCAI 2023 I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023 Implications of sparsity and high triangle density for graph representation learning AISTATS 2023 Implicit Graph Neural Networks: A Monotone Operator Viewpoint ICML 2023 Implicit Graphon Neural Representation AISTATS 2023 Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization NeurIPS 2023