Graph Neural Networks

GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction AAAI 2024 GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning UAI 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 General Graph Random Features ICLR 2024 Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning ICML 2024 Generalization Error of Graph Neural Networks in the Mean-field Regime ICML 2024 Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024 Generalizing CNNs to graphs with learnable neighborhood quantization NeurIPS 2024 Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks AAAI 2024 Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline CVPR 2024 Generating Highly Designable Proteins with Geometric Algebra Flow Matching NeurIPS 2024 Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks ICML 2024 Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing CVPR 2024 Generative Factor Chaining: Coordinated Manipulation with Diffusion-based Factor Graph CoRL 2024 Generative Hierarchical Materials Search NeurIPS 2024 Generative Modelling of Structurally Constrained Graphs NeurIPS 2024 Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures NeurIPS 2024 GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NeurIPS 2024 G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping CVPR 2024 GFT: Graph Foundation Model with Transferable Tree Vocabulary NeurIPS 2024 GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion AAAI 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NeurIPS 2024 GLDL: Graph Label Distribution Learning AAAI 2024 GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds CVPR 2024 GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting AAAI 2024