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graph representation learning

246 papers

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Also known as

UGRL GRL

Co-occurring keywords

graph neural network (3945) node classification (480) representation learning (6174) self-supervised learning (3751) graph representation (359) contrastive learning (3979) link prediction (620) graph contrastive learning (112) node representation (107) unsupervised learning (3255)

Papers

Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models NIPS 2020
Disentangle-based Continual Graph Representation Learning EMNLP 2020
Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NIPS 2020
Independence Promoted Graph Disentangled Networks AAAI 2020
GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020
Dynamic Hypergraph Neural Networks IJCAI 2019
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity IJCAI 2019
Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019
Semi-Implicit Graph Variational Auto-Encoders NIPS 2019
GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019
Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018
Anonymous Walk Embeddings ICML 2018
Unsupervised Keyphrase Extraction with Multipartite Graphs NAACL 2018
Predicting Semantic Relations using Global Graph Properties EMNLP 2018
CANE: Context-Aware Network Embedding for Relation Modeling ACL 2017
PRUNE: Preserving Proximity and Global Ranking for Network Embedding NIPS 2017
Learning on graphs using Orthonormal Representation is Statistically Consistent NIPS 2014