graph representation learning

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NeurIPS 2020 Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models NeurIPS 2020 A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019 Dynamic Hypergraph Neural Networks IJCAI 2019 GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019 Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019 Semi-Implicit Graph Variational Auto-Encoders NeurIPS 2019 Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity IJCAI 2019 Anonymous Walk Embeddings ICML 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 Predicting Semantic Relations using Global Graph Properties EMNLP 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 Unsupervised Keyphrase Extraction with Multipartite Graphs NAACL 2018 CANE: Context-Aware Network Embedding for Relation Modeling ACL 2017 PRUNE: Preserving Proximity and Global Ranking for Network Embedding NeurIPS 2017 Learning on graphs using Orthonormal Representation is Statistically Consistent NeurIPS 2014