node classification

OPEN: Orthogonal Propagation with Ego-Network Modeling NeurIPS 2022 Optimization-Induced Graph Implicit Nonlinear Diffusion ICML 2022 Orthogonal Graph Neural Networks AAAI 2022 pathGCN: Learning General Graph Spatial Operators from Paths ICML 2022 Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily AAAI 2022 Pseudo-Riemannian Graph Convolutional Networks NeurIPS 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022 Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks IJCAI 2022 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NeurIPS 2022 Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022 Revisiting Heterophily For Graph Neural Networks NeurIPS 2022 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022 RoboGNN: Robustifying Node Classification under Link Perturbation IJCAI 2022 Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022 Role-based Multiplex Network Embedding ICML 2022 SGAT: Simplicial Graph Attention Network IJCAI 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 Simplified Graph Convolution with Heterophily NeurIPS 2022 Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity NeurIPS 2022 SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022 Structural Entropy Guided Graph Hierarchical Pooling ICML 2022 TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification ICML 2022 Topological Graph Neural Networks ICLR 2022 TwiBot-22: Towards Graph-Based Twitter Bot Detection NeurIPS 2022 Understanding and Improving Graph Injection Attack by Promoting Unnoticeability ICLR 2022