Graph Neural Networks

Graph Propagation Transformer for Graph Representation Learning IJCAI 2023 Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023 Graph Self-supervised Learning via Proximity Distribution Minimization UAI 2023 GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023 Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023 Graph Structure Learning via Lottery Hypothesis at Scale ACML 2023 Graph Switching Dynamical Systems ICML 2023 GREAD: Graph Neural Reaction-Diffusion Networks ICML 2023 GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs EMNLP 2023 GReTo: Remedying dynamic graph topology-task discordance via target homophily ICLR 2023 GRI: Graph-based Relative Isomorphism of Word Embedding Spaces EMNLP 2023 GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer AAAI 2023 GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023 Grounding Graph Network Simulators using Physical Sensor Observations ICLR 2023 Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing WACV 2023 Grouping Matrix Based Graph Pooling with Adaptive Number of Clusters AAAI 2023 GSLB: The Graph Structure Learning Benchmark NeurIPS 2023 GVdoc - Graph-based Visual DOcument Classification ACL 2023 Half-Hop: A graph upsampling approach for slowing down message passing ICML 2023 HandGCNFormer: A Novel Topology-Aware Transformer Network for 3D Hand Pose Estimation WACV 2023 Handling Missing Data via Max-Entropy Regularized Graph Autoencoder AAAI 2023 HaPPy: Harnessing the Wisdom from Multi-Perspective Graphs for Protein-Ligand Binding Affinity Prediction (Student Abstract) AAAI 2023 Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning IJCAI 2023 Heterogeneous Graph Masked Autoencoders AAAI 2023 Heterogeneous Region Embedding with Prompt Learning AAAI 2023