2026 Shuigeng Zhou: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	63	2802	2719	384	381	449	12579

Overview

Shuigeng Zhou is affiliated with Fudan University in China and has a research portfolio grounded predominantly in computer science. Their work spans several subfields including artificial intelligence, computer vision and pattern recognition, molecular biology, computational theory and mathematics, and signal processing.

Their research focuses on key topics such as computational drug discovery methods, machine learning in materials science, domain adaptation and few-shot learning, advanced neural network applications, topic modeling, Bayesian modeling and causal inference, and protein structure and dynamics.

Shuigeng Zhou has published extensively in various venues, with a significant number of papers appearing in:

arXiv (Cornell University)
Proceedings of the AAAI Conference on Artificial Intelligence
Bioinformatics
ACM Transactions on Intelligent Systems and Technology
ACM Transactions on Knowledge Discovery from Data

Frequently collaborating researchers include Jihong Guan, Wengen Li, Yichao Zhang, Yuxi Mi, and Yi Xu.

Among the recent papers by Zhou, there are:

DPHL: A DIA Pan-Human Protein Mass Spectrometry Library for Robust Biomarker Discovery, 2020, Genomics Proteomics & Bioinformatics
Deep structural clustering for single-cell RNA-seq data jointly through autoencoder and graph neural network, 2022, Briefings in Bioinformatics
Effective drug-target interaction prediction with mutual interaction neural network, 2022, Bioinformatics
FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction, 2021, Bioinformatics
D2CL: A Dense Dilated Convolutional LSTM Model for Sea Surface Temperature Prediction, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Best Publications

Focusing Attention: Towards Accurate Text Recognition in Natural Images

Zhanzhan Cheng;Fan Bai;Yunlu Xu;Gang Zheng

549
Citations
Improving compound–protein interaction prediction by building up highly credible negative samples

Hui Liu;Jianjiang Sun;Jihong Guan;Jie Zheng

345
Citations
Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM

Huidong Chen;Luca Albergante;Luca Albergante;Jonathan Y. Hsu;Jonathan Y. Hsu;Caleb A. Lareau;Caleb A. Lareau

319
Citations
AON: Towards Arbitrarily-Oriented Text Recognition

Zhanzhan Cheng;Yangliu Xu;Fan Bai;Yi Niu

308
Citations
A new taxonomy-based protein fold recognition approach based on autocross-covariance transformation

Qiwen Dong;Shuigeng Zhou;Jihong Guan

217
Citations
GString: A Novel Approach for Efficient Search in Graph Databases

Haoliang Jiang;Haixun Wang;P. S. Yu;Shuigeng Zhou

210
Citations
Boosting compound-protein interaction prediction by deep learning

Kai Tian;Mingyu Shao;Yang Wang;Jihong Guan

203
Citations
Edit Probability for Scene Text Recognition

Fan Bai;Zhanzhan Cheng;Yi Niu;Shiliang Pu

189
Citations
Shortest path and distance queries on road networks: an experimental evaluation

Lingkun Wu;Xiaokui Xiao;Dingxiong Deng;Gao Cong

180
Citations
Distributed Localization Using a Moving Beacon in Wireless Sensor Networks

Bin Xiao;Hekang Chen;Shuigeng Zhou

179
Citations
Shortest path and distance queries on road networks: towards bridging theory and practice

Andy Diwen Zhu;Hui Ma;Xiaokui Xiao;Siqiang Luo

150
Citations
Robust Median Reversion Strategy for Online Portfolio Selection

Ding-jiang Huang;Junlong Zhou;Bin Li;Steven C. H. Hoi

150
Citations
Recursive mechanism: towards node differential privacy and unrestricted joins

Shixi Chen;Shuigeng Zhou

147
Citations
Conceptual Modeling – ER 2004

Paolo Atzeni;Wesley Chu;Hongjun Lu;Shuigeng Zhou

143
Citations
Efficient Route Planning on Public Transportation Networks: A Labelling Approach

Sibo Wang;Wenqing Lin;Yi Yang;Xiaokui Xiao

136
Citations
Mining distance-based outliers from large databases in any metric space

Yufei Tao;Xiaokui Xiao;Shuigeng Zhou

130
Citations
Exact solution for mean first-passage time on a pseudofractal scale-free web.

Zhongzhi Zhang;Yi Qi;Shuigeng Zhou;Wenlei Xie

125
Citations
Maximal planar scale-free Sierpinski networks with small-world effect and power law strength-degree correlation

Zhongzhi Zhang;Shuigeng Zhou;Lujun Fang;Jihong Guan

121
Citations
Standard random walks and trapping on the Koch network with scale-free behavior and small-world effect.

Zhongzhi Zhang;Shuigeng Zhou;Wenlei Xie;Lichao Chen

117
Citations
MiRenSVM: towards better prediction of microRNA precursors using an ensemble SVM classifier with multi-loop features

Jiandong Ding;Shuigeng Zhou;Jihong Guan

111
Citations
Adapting skyline computation to the MapReduce framework: algorithms and experiments

Boliang Zhang;Shuigeng Zhou;Jihong Guan

108
Citations

Frequent Co-Authors

Jihong Guan Tongji University

Aoying Zhou East China Normal University

Hui Liu China University of Mining and Technology

Sourav S. Bhowmick Nanyang Technological University

Xiaokui Xiao National University of Singapore

Yufei Tao Chinese University of Hong Kong

Jianliang Xu Hong Kong Baptist University

Bin Xiao Hong Kong Polytechnic University

Jiannong Cao Hong Kong Polytechnic University

Guanrong Chen City University of Hong Kong

External Links

Personal website of Shuigeng Zhou Google Scholar page

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