← Keywords

graph representation learning

246 papers

Explore in graph

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

Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective AAAI 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021
Explainable Automated Graph Representation Learning with Hyperparameter Importance ICML 2021
Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021
UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks IJCAI 2021
Bi-GCN: Binary Graph Convolutional Network CVPR 2021
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning NIPS 2021
Topological Relational Learning on Graphs NIPS 2021
Topology-Imbalance Learning for Semi-Supervised Node Classification NIPS 2021
LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021
Handling Missing Data with Graph Representation Learning NIPS 2020
Unsupervised Attributed Multiplex Network Embedding AAAI 2020
Learning Graph Structure With A Finite-State Automaton Layer NIPS 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Robust Graph Representation Learning via Neural Sparsification ICML 2020
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NIPS 2020
Contrastive Multi-View Representation Learning on Graphs ICML 2020
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020
Probabilistic Learning on Graphs via Contextual Architectures JMLR 2020
Autoencoding Keyword Correlation Graph for Document Clustering ACL 2020
Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020
Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020