Graph Neural Networks

LoNe Sampler: Graph Node Embeddings by Coordinated Local Neighborhood Sampling AAAI 2023 Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten Documents ACML 2023 Lovász Principle for Unsupervised Graph Representation Learning NeurIPS 2023 LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity IJCAI 2023 MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation EMNLP 2023 MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023 MarSan at SemEval-2023 Task 10: Can Adversarial Training with help of a Graph Convolutional Network Detect Explainable Sexism? SemEval 2023 Matching receptor to odorant with protein language and graph neural networks ICLR 2023 Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) AAAI 2023 MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy NeurIPS 2023 MeshDiffusion: Score-based Generative 3D Mesh Modeling ICLR 2023 MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning ICLR 2023 MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023 MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods ICML 2023 MiliPoint: A Point Cloud Dataset for mmWave Radar NeurIPS 2023 Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023 MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework EMNLP 2023 MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization ICLR 2023 Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing NeurIPS 2023 Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks ACL 2023 Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules ICLR 2023 Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching ICLR 2023 Molecule Generation For Target Protein Binding with Structural Motifs ICLR 2023 MolGrapher: Graph-based Visual Recognition of Chemical Structures ICCV 2023 More Knowledge, Less Bias: Unbiasing Scene Graph Generation With Explicit Ontological Adjustment WACV 2023