graph neural network

BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis ACL 2022 Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs AAAI 2022 Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022 BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs NeurIPS 2022 Boosting Graph Structure Learning with Dummy Nodes ICML 2022 Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae AAAI 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings CVPR 2022 Can Abnormality be Detected by Graph Neural Networks? IJCAI 2022 Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? NeurIPS 2022 Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022 Capturing Graphs with Hypo-Elliptic Diffusions NeurIPS 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 CellTypeGraph: A New Geometric Computer Vision Benchmark CVPR 2022 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022 Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NeurIPS 2022 CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks AISTATS 2022 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Chemical-Reaction-Aware Molecule Representation Learning ICLR 2022 Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022 CLEAR: Generative Counterfactual Explanations on Graphs NeurIPS 2022 Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors IJCAI 2022 ClusterGNN: Cluster-Based Coarse-To-Fine Graph Neural Network for Efficient Feature Matching CVPR 2022 CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022