Graph Neural Networks

Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision NeurIPS 2023 Unsupervised Learning for Solving the Travelling Salesman Problem NeurIPS 2023 Unveiling the sampling density in non-uniform geometric graphs ICLR 2023 USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network AAAI 2023 UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NeurIPS 2023 VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation CVPR 2023 VertexSerum: Poisoning Graph Neural Networks for Link Inference ICCV 2023 Vertical Federated Graph Neural Network for Recommender System ICML 2023 V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs NeurIPS 2023 Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023 Vision HGNN: An Image is More than a Graph of Nodes ICCV 2023 Visual Traffic Knowledge Graph Generation from Scene Images ICCV 2023 VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering ICCV 2023 VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction SemEval 2023 WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding NeurIPS 2023 Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks ICML 2023 Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023 WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series AAAI 2023 Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations AISTATS 2023 Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023 What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding NeurIPS 2023 What Planning Problems Can A Relational Neural Network Solve? NeurIPS 2023 When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability NeurIPS 2023 When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023 Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023