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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

SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025
Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025
Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation COLING 2025
Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025
An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025
Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection AACL 2025
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning AAAI 2025
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding COLING 2025
Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025
Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location AAAI 2025
Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024
Continuous-Time Graph Representation with Sequential Survival Process AAAI 2024
On provable privacy vulnerabilities of graph representations NIPS 2024
Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024
Learning Representations for Hierarchies with Minimal Support NIPS 2024
Dynamic Reactive Spiking Graph Neural Network AAAI 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024
Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning AAAI 2024