graph neural network

A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests ICML 2023 A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking NeurIPS 2023 A critical look at the evaluation of GNNs under heterophily: Are we really making progress? ICLR 2023 A Cross-Modality Context Fusion and Semantic Refinement Network for Emotion Recognition in Conversation ACL 2023 Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization IJCAI 2023 Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes ICCV 2023 Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective EMNLP 2023 A Differential Geometric View and Explainability of GNN on Evolving Graphs ICLR 2023 Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023 Adversarially Robust Neural Architecture Search for Graph Neural Networks CVPR 2023 Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach NeurIPS 2023 Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions NeurIPS 2023 Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks AAAI 2023 Affinity-Aware Graph Networks NeurIPS 2023 A Fractional Graph Laplacian Approach to Oversmoothing NeurIPS 2023 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning JMLR 2023 Agent-based Graph Neural Networks ICLR 2023 A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs MIDL 2023 A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming ICLR 2023 A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023 A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering EMNLP 2023 A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps ICLR 2023 A graphon-signal analysis of graph neural networks NeurIPS 2023