graph neural network

Structure-aware robustness certificates for graph classification UAI 2023 Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data NeurIPS 2023 Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry UAI 2023 SubMix: Learning to Mix Graph Sampling Heuristics UAI 2023 Substructure Aware Graph Neural Networks AAAI 2023 Suggesting Variable Order for Cylindrical Algebraic Decomposition via Reinforcement Learning NeurIPS 2023 SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023 SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network NeurIPS 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023 T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation AAAI 2023 TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023 Taming Local Effects in Graph-based Spatiotemporal Forecasting NeurIPS 2023 Target-Referenced Reactive Grasping for Dynamic Objects CVPR 2023 Task and Model Agnostic Adversarial Attack on Graph Neural Networks AAAI 2023 Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023 TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023 Temporal Graph Neural Networks for Irregular Data AISTATS 2023 The expressive power of pooling in Graph Neural Networks NeurIPS 2023 The Power of Recursion in Graph Neural Networks for Counting Substructures AISTATS 2023 TIDE: Time Derivative Diffusion for Deep Learning on Graphs ICML 2023 Time-Aware Random Walk Diffusion to Improve Dynamic Graph Learning AAAI 2023 TopicFM: Robust and Interpretable Topic-Assisted Feature Matching AAAI 2023 Topological Pooling on Graphs AAAI 2023 Total Variation Graph Neural Networks ICML 2023 Toward Consistent and Informative Event-Event Temporal Relation Extraction ACL 2023