node classification

Latent Graph Inference with Limited Supervision NeurIPS 2023 Learning Adaptive Neighborhoods for Graph Neural Networks ICCV 2023 Learning Fair Graph Representations via Automated Data Augmentations ICLR 2023 Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks ICML 2023 LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity IJCAI 2023 MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023 MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization ICLR 2023 NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs ICLR 2023 Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023 Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023 Node Placement in Argument Maps: Modeling Unidirectional Relations in High & Low-Resource Scenarios ACL 2023 Non-IID Transfer Learning on Graphs AAAI 2023 On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data NeurIPS 2023 On Generalized Degree Fairness in Graph Neural Networks AAAI 2023 Optimality of Message-Passing Architectures for Sparse Graphs NeurIPS 2023 Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NeurIPS 2023 Pretraining Language Models with Text-Attributed Heterogeneous Graphs EMNLP 2023 Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion NeurIPS 2023 Randomized Schur Complement Views for Graph Contrastive Learning ICML 2023 Random Walk Conformer: Learning Graph Representation from Long and Short Range AAAI 2023 Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023 Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition NeurIPS 2023 Revisiting Robustness in Graph Machine Learning ICLR 2023 RGE: A Repulsive Graph Rectification for Node Classification via Influence ICML 2023 Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023