Graph Neural Networks

ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking ICCV 2023 Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023 Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion EMNLP 2023 Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals NeurIPS 2023 Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching ICML 2023 Rethinking Graph Lottery Tickets: Graph Sparsity Matters ICLR 2023 Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition NeurIPS 2023 Rethinking the Expressive Power of GNNs via Graph Biconnectivity ICLR 2023 Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules NeurIPS 2023 Reversible and irreversible bracket-based dynamics for deep graph neural networks NeurIPS 2023 Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023 Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective ICLR 2023 Revisiting Item Promotion in GNN-Based Collaborative Filtering: A Masked Targeted Topological Attack Perspective AAAI 2023 Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature ICML 2023 Revisiting Robustness in Graph Machine Learning ICLR 2023 RGAT at SemEval-2023 Task 2: Named Entity Recognition Using Graph Attention Network SemEval 2023 RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs ACL 2023 Ripple: Concept-Based Interpretation for Raw Time Series Models in Education AAAI 2023 RoboCook: Long-Horizon Elasto-Plastic Object Manipulation with Diverse Tools CoRL 2023 Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023 Robust Graph Dictionary Learning ICLR 2023 RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations ICML 2023 SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations NeurIPS 2023 Sampling Is Matter: Point-Guided 3D Human Mesh Reconstruction CVPR 2023 Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract) IJCAI 2023