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Suhang Wang โ most-cited papers & profile ยท Graph Learning
โ authors
ยท
overview
Suhang Wang
45
papers ยท
635
citations ยท
62
h-index
South China Agricultural University ยท Pennsylvania State University ยท Northwestern Polytechnical University
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Self-supervised Learning on Graphs: Deep Insights and New Direction
2020 ยท 111 citations
Towards Self-Explainable Graph Neural Network
2021 ยท 63 citations
Attacking Graph Convolutional Networks via Rewiring
2019 ยท 62 citations
Graph Structure Learning for Robust Graph Neural Networks
2020 ยท 49 citations
NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs
2021 ยท 18 citations
Simple and Asymmetric Graph Contrastive Learning without Augmentations
2023 ยท 12 citations
HP-GMN: Graph Memory Networks for Heterophilous Graphs
2022 ยท 11 citations
Graph Convolutional Networks with EigenPooling
2019 ยท 9 citations
Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels
2022 ยท 9 citations
Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs
2025 ยท 5 citations
Graph Few-shot Learning via Knowledge Transfer
2019 ยท 5 citations
Label-Wise Graph Convolutional Network for Heterophilic Graphs
2021 ยท 5 citations
LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning
2024 ยท 5 citations
Self-Explainable Graph Neural Networks for Link Prediction
2023 ยท 3 citations
Fairness-aware Message Passing for Graph Neural Networks
2023 ยท 3 citations
Top co-authors
Enyan Dai
ยท 8
Jiliang Tang
ยท 4
Junjie Xu
ยท 4
Tianxiang Zhao
ยท 4
Yao Ma
ยท 4
Dongsheng Luo
ยท 3
Huaisheng Zhu
ยท 3
Minhua Lin
ยท 3
Hui Liu
ยท 2
Teng Xiao
ยท 2
Tyler Derr
ยท 2
Wei Jin
ยท 2
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Recommendation Graphs
Molecular & Drug
Scene & Visual Graphs