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Chuan Shi — most-cited papers & profile · Graph Learning
← authors
·
overview
Chuan Shi
29
papers ·
3910
citations ·
58
h-index
Beijing University of Posts and Telecommunications
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Heterogeneous Graph Attention Network
2019 · 2854 citations
Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning
2021 · 395 citations
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
2020 · 42 citations
Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure
2022 · 38 citations
Interpreting and Unifying Graph Neural Networks with An Optimization Framework
2021 · 28 citations
Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network
2023 · 24 citations
Beyond Low-frequency Information in Graph Convolutional Networks
2021 · 22 citations
Uncovering the Structural Fairness in Graph Contrastive Learning
2022 · 20 citations
A Survey on Spectral Graph Neural Networks
2023 · 11 citations
Heterogeneous Graph Neural Network for Recommendation
2020 · 9 citations
Generalizing Graph Neural Networks on Out-Of-Distribution Graphs
2021 · 9 citations
Provable Training for Graph Contrastive Learning
2023 · 5 citations
Learning Invariant Representations of Graph Neural Networks via Cluster Generalization
2024 · 4 citations
GraLSP: Graph Neural Networks with Local Structural Patterns
2019 · 3 citations
Debiased Graph Neural Networks with Agnostic Label Selection Bias
2022 · 3 citations
Top co-authors
Xiao Wang
· 9
Deyu Bo
· 5
Nian Liu
· 4
Xiao Wang
· 4
Bai Wang
· 3
Houye Ji
· 3
Peng Cui
· 3
Yuan Fang
· 3
Shaohua Fan
· 2
Yanfang Ye
· 2
Yawen Li
· 2
Cheng Yang
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Recommendation Graphs