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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

A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023
Don't Ignore Alienation and Marginalization: Correlating Fraud Detection IJCAI 2023
A Generalization of ViT/MLP-Mixer to Graphs ICML 2023
Deep Graph Representation Learning and Optimization for Influence Maximization ICML 2023
Active Learning based Structural Inference ICML 2023
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML 2023
Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023
From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023
KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach IJCAI 2023
GALOPA: Graph Transport Learning with Optimal Plan Alignment NIPS 2023
Directional diffusion models for graph representation learning NIPS 2023
Simple Unsupervised Graph Representation Learning AAAI 2022
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning ICML 2022
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning ICML 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022
Equivariant Quantum Graph Circuits ICML 2022
Structure-Aware Transformer for Graph Representation Learning ICML 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NIPS 2022