node classification

Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All? NeurIPS 2023 Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks EMNLP 2023 Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023 Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NeurIPS 2023 DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion ICLR 2023 Diffusion Probabilistic Models for Structured Node Classification NeurIPS 2023 Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks ACML 2023 Distribution Free Prediction Sets for Node Classification ICML 2023 DRew: Dynamically Rewired Message Passing with Delay ICML 2023 DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks AAAI 2023 Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout AAAI 2023 Effects of Graph Convolutions in Multi-layer Networks ICLR 2023 Equivariant Hypergraph Diffusion Neural Operators ICLR 2023 Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts NeurIPS 2023 Fast Online Node Labeling for Very Large Graphs ICML 2023 Feature Expansion for Graph Neural Networks ICML 2023 FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks NeurIPS 2023 Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs ICML 2023 From Trainable Negative Depth to Edge Heterophily in Graphs NeurIPS 2023 G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns IJCAI 2023 GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NeurIPS 2023 Gapformer: Graph Transformer with Graph Pooling for Node Classification IJCAI 2023 GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection NeurIPS 2023 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NeurIPS 2023 GOAT: A Global Transformer on Large-scale Graphs ICML 2023