node classification

GAEN: Graph Attention Evolving Networks IJCAI 2021 Graph Deformer Network IJCAI 2021 Graph Game Embedding AAAI 2021 GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021 Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021 Graph Neural Networks with Heterophily AAAI 2021 Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification NeurIPS 2021 GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021 Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021 Hypergraph Neural Networks for Hypergraph Matching ICCV 2021 Identity-aware Graph Neural Networks AAAI 2021 InfoGCL: Information-Aware Graph Contrastive Learning NeurIPS 2021 Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods NeurIPS 2021 Learning Graph Neural Networks with Approximate Gradient Descent AAAI 2021 Learning Parametrised Graph Shift Operators ICLR 2021 Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks NeurIPS 2021 Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021 MagNet: A Neural Network for Directed Graphs NeurIPS 2021 Multi-hop Attention Graph Neural Networks IJCAI 2021 Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction NeurIPS 2021 Neural Trees for Learning on Graphs NeurIPS 2021 Node Dependent Local Smoothing for Scalable Graph Learning NeurIPS 2021 One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021 Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021 Quaternion Graph Neural Networks ACML 2021