node classification

Multi-Class Imbalanced Graph Convolutional Network Learning IJCAI 2020 Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020 Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding NeurIPS 2020 Non Parametric Graph Learning for Bayesian Graph Neural Networks UAI 2020 Open Graph Benchmark: Datasets for Machine Learning on Graphs NeurIPS 2020 Persistence Enhanced Graph Neural Network AISTATS 2020 Regularized Graph Convolutional Networks for Short Text Classification COLING 2020 Reliable Graph Neural Networks via Robust Aggregation NeurIPS 2020 Robust Graph Representation Learning via Neural Sparsification ICML 2020 Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020 Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NeurIPS 2020 Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data CVPR 2020 Simple and Deep Graph Convolutional Networks ICML 2020 SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation AAAI 2020 Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network IJCAI 2020 Spectral Clustering with Graph Neural Networks for Graph Pooling ICML 2020 The Logical Expressiveness of Graph Neural Networks ICLR 2020 Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk AAAI 2020 Towards More Practical Adversarial Attacks on Graph Neural Networks NeurIPS 2020 Uncertainty Aware Semi-Supervised Learning on Graph Data NeurIPS 2020 When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020 A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019 Adversarial Attacks on Graph Neural Networks via Meta Learning ICLR 2019 Adversarial Attacks on Neural Networks for Graph Data IJCAI 2019 Belief Propagation Network for Hard Inductive Semi-Supervised Learning IJCAI 2019