Graph Neural Networks

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022 Food Knowledge Representation Learning with Adversarial Substitution AACL 2022 FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022 Frame Averaging for Invariant and Equivariant Network Design ICLR 2022 From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022 From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness ICLR 2022 GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation COLING 2022 GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings CVPR 2022 Generalised Implicit Neural Representations NeurIPS 2022 Generalization Analysis of Message Passing Neural Networks on Large Random Graphs NeurIPS 2022 Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling ICML 2022 Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022 Generating Diverse 3D Reconstructions From a Single Occluded Face Image CVPR 2022 Generative Adversarial Graph Convolutional Networks for Human Action Synthesis WACV 2022 Geodesic Graph Neural Network for Efficient Graph Representation Learning NeurIPS 2022 Geometric and Physical Quantities improve E(3) Equivariant Message Passing ICLR 2022 Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks NeurIPS 2022 Geometric Transformer for End-to-End Molecule Properties Prediction IJCAI 2022 Geometric Transformers for Protein Interface Contact Prediction ICLR 2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022 Getting the Most out of Simile Recognition EMNLP 2022 GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles EMNLP 2022 GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022 GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification COLING 2022 GLASS: GNN with Labeling Tricks for Subgraph Representation Learning ICLR 2022