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James Cheng — most-cited papers & profile · Graph Learning
← authors
·
overview
James Cheng
24
papers ·
201
citations ·
48
h-index
Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Measuring and Improving the Use of Graph Information in Graph Neural Networks
2022 · 74 citations
Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
2022 · 26 citations
Understanding Graph Neural Networks from Graph Signal Denoising Perspectives
2020 · 12 citations
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs
2020 · 8 citations
Rethinking Graph Regularization for Graph Neural Networks
2020 · 1 citations
How Interpretable Are Interpretable Graph Neural Networks?
2024 · 1 citations
A Signed Graph Approach to Understanding and Mitigating Oversmoothing in GNNs
2025
A Representation Learning Framework for Property Graphs
2022
Top co-authors
Kaili Ma
· 4
Yifan Hou
· 3
Yongqiang Chen
· 3
Bo Han
· 2
Han Yang
· 2
Hongzhi Chen
· 2
Jian Zhang
· 2
Jiaqi Wang
· 1
Tongliang Liu
· 1
Xiao Yan
· 1
Xinyan Dai
· 1
Yang Han
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Recommendation Graphs
Knowledge Graphs