Graph Neural Networks

GMDNet: A Graph-Based Mixture Density Network for Estimating Packages’ Multimodal Travel Time Distribution AAAI 2023 G-MSM: Unsupervised Multi-Shape Matching With Graph-Based Affinity Priors CVPR 2023 GNNDelete: A General Strategy for Unlearning in Graph Neural Networks ICLR 2023 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NeurIPS 2023 GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming ICML 2023 GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks ICLR 2023 GNN-SL: Sequence Labeling Based on Nearest Examples via GNN ACL 2023 GOAT: A Global Transformer on Large-scale Graphs ICML 2023 GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure ICLR 2023 Going beyond persistent homology using persistent homology NeurIPS 2023 Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023 GPGait: Generalized Pose-based Gait Recognition ICCV 2023 GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks NeurIPS 2023 Gradient-Based Graph Attention for Scene Text Image Super-resolution AAAI 2023 Gradient Gating for Deep Multi-Rate Learning on Graphs ICLR 2023 GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets ICML 2023 Granularity Matters: Pathological Graph-driven Cross-modal Alignment for Brain CT Report Generation EMNLP 2023 Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023 Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023 Graph Attention Retrospective JMLR 2023 Graph-based Molecular Representation Learning IJCAI 2023 Graph-based Polyphonic Multitrack Music Generation IJCAI 2023 Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning ACL 2023 GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning Benchmarks ICML 2023 Graph Clustering with Graph Neural Networks JMLR 2023