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

Spectral Augmentations for Graph Contrastive Learning AISTATS 2023

Characterizing personalized effects of family information on disease risk using graph representation learning MLHC 2023

Multiplex Graph Representation Learning via Common and Private Information Mining AAAI 2023

Neural Oscillators are Universal NIPS 2023

Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023

Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning AAAI 2023

Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023

Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023

Heterogeneous Graph Masked Autoencoders AAAI 2023

Deep Graph Structural Infomax AAAI 2023

Learning to Count Isomorphisms with Graph Neural Networks AAAI 2023

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023

Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023

Disentangled Multiplex Graph Representation Learning ICML 2023

Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning INTERSPEECH 2023

Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023

Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model AISTATS 2023

FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023

Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023

DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023

MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023

Graph Contrastive Learning with Stable and Scalable Spectral Encoding NIPS 2023

Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks NIPS 2023

Certifiably Robust Graph Contrastive Learning NIPS 2023

Signed Laplacian Graph Neural Networks AAAI 2023