graph representation learning

Machine Learning on Graphs: A Model and Comprehensive Taxonomy JMLR 2022 MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud (Student Abstract) AAAI 2022 Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NeurIPS 2022 Multi-view Unsupervised Graph Representation Learning IJCAI 2022 NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning ICML 2022 Neural Approximation of Graph Topological Features NeurIPS 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NeurIPS 2022 Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022 Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning ICML 2022 On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022 Pure Transformers are Powerful Graph Learners NeurIPS 2022 RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning AAAI 2022 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NeurIPS 2022 RoboGNN: Robustifying Node Classification under Link Perturbation IJCAI 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 Structure-Aware Transformer for Graph Representation Learning ICML 2022 Towards Better Evaluation for Dynamic Link Prediction NeurIPS 2022 Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022 Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies IJCAI 2022 Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 Adversarial Directed Graph Embedding AAAI 2021 Automated Machine Learning on Graphs: A Survey IJCAI 2021 Bi-GCN: Binary Graph Convolutional Network CVPR 2021 Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021