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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

Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NIPS 2022
Improving Graph-Based Text Representations with Character and Word Level N-grams IJCNLP 2022
Decimated Framelet System on Graphs and Fast G-Framelet Transforms JMLR 2022
Machine Learning on Graphs: A Model and Comprehensive Taxonomy JMLR 2022
DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing COLING 2022
Multi-view Unsupervised Graph Representation Learning IJCAI 2022
Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies IJCAI 2022
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction IJCAI 2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022
Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud (Student Abstract) AAAI 2022
Adaptive Kernel Graph Neural Network AAAI 2022
An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022
A Variational Edge Partition Model for Supervised Graph Representation Learning NIPS 2022
Pure Transformers are Powerful Graph Learners NIPS 2022
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NIPS 2022
Neural Approximation of Graph Topological Features NIPS 2022
Towards Better Evaluation for Dynamic Link Prediction NIPS 2022
Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs AAAI 2022
RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning AAAI 2022
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022
Geodesic Graph Neural Network for Efficient Graph Representation Learning NIPS 2022
Learning Invariant Graph Representations for Out-of-Distribution Generalization NIPS 2022