Shanghui Deng

PhD Candidate
China University of Geosciences

Biography

I'm Shanghui Deng (邓裳辉 in Chinese). I am a Ph.D. student in the School of Computer Science at China University of Geosciences (Wuhan), supervised by Prof. Chang Tang from Huazhong University of Science and Technology. My recent research interests include multi-view clustering and representation learning.

News

  • [09-2026] One paper accepted by IEEE TSMC (CCF-B), thanks to all co-authors!
  • [07-2026] One co-author paper accepted by IEEE TCBB (CCF-B)!
  • [06-2026] One paper accepted by IEEE TPAMI (CCF-A), thanks to all co-authors!
  • [05-2026] One co-author paper accepted by IJCAI (CCF-B)!
  • [11-2025] One paper accepted by SCIS (CCF-A), thanks to all co-authors!
  • [09-2025] One paper accepted by IEEE TCBB (CCF-B), thanks to all co-authors!
  • [07-2025] One paper accepted by ACM MM (CCF-A), thanks to all co-authors!
  • [01-2024] One co-author paper accepted by Engineering Research Express!
  • [09-2023] I join PAMI Lab to pursue a PhD degree at China University of Geosciences!
  • [11-2022] One paper accepted by IEEE Sensors Journal, thanks to all co-authors!
  • [08-2022] One co-author paper accepted by Engineering Research Express!
  • [08-2022] One paper accepted by Sensors, thanks to all co-authors!
  • [07-2022] One paper accepted by Sensors, thanks to all co-authors!

Selected Publications

Most recent publications on Google Scholar. Citations 0

Implicit Rank-minimizing Representation-based Cross-view Interaction and Fusion for Multi-view Clustering Citations 0
Shanghui Deng, Xiao Zheng, Weiqing Yan, Kun Sun, Chang Tang, Xinwang Liu
IEEE Transactions on Systems, Man and Cybernetics: Systems (IEEE TSMC), 2026.

Paper  BibTex  Code


Game Theory Inspired Cross-view Interaction Alignment for Partially View-aligned Clustering Citations 0
Shanghui Deng, Xiao Zheng, Chang Tang, Lianbo Guo, Xinwang Liu, Kunlun He
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2026.

Paper  BibTex  Code


Cross-level Interaction and Multi-granularity Contrastive Learning for Multi-view Clustering Citations 0
Shanghui Deng, Chang Tang, Xiao Zheng, Yuanyuan Liu, Kun Sun, Xinwang Liu
SCIENCE CHINA Information Sciences (SCIS), 2026.

Paper  BibTex  Code


scSPAF: Cell Similarity Purified Adaptive Fusion Network for Single-cell Multi-omics Clustering Citations 0
Shanghui Deng, Xiao Zheng, Chang Tang, Xinwang Liu, Yuanyuan Liu, Shan An
IEEE Transactions on Computational Biology and Bioinformatics (IEEE TCBB), 2025.

Paper  BibTex  Code 


Find True Collaborators: Banzhaf Index-based Cross View Alignment for Partially View-aligned Clustering Citations 0
Shanghui Deng, Xiao Zheng, Chang Tang, Kun Sun, Yuanyuan Liu, Xinwang Liu
Proc. ACM International Conference on Multimedia (ACM MM), 2025.

Paper  BibTex  Code


Hierarchical Graph Representation Learning from a Statistical Perspective for Generalizable and Interpretable Protein-Ligand Binding Affinity Prediction Citations 0
Changming Yao, Shunfan Li, Shanghui Deng, Jiahe Jiang, Tianyi Wang, Chang Tang
IEEE Transactions on Computational Biology and Bioinformatics (IEEE TCBB), 2026.

Paper  BibTex 


Spot-adaptive Structural Rectification for Spatially Resolved Transcriptomics Data Clustering Citations 0
Huanjia Zhao, Shanghui Deng, Shunfan Li, Weiqing Yan, Kun Sun, Chang Tang
Proc. International Joint Conference on Artificial Intelligence (IJCAI), 2026.

Paper  BibTex 

Before 2023, my research interests mainly focused on indoor localization.

VTIL: A Multi-layer Indoor Location Algorithm for RSSI Images Based on Vision Transformer Citations 0
Heng Zhou, Jingmin Yang, Shanghui Deng, Wenjie Zhang
Engineering Research Express, 2024.

Paper BibTex


RRIFLoc: Radio Robust Image Fingerprint Indoor Localization Algorithm Based on Deep Residual Networks Citations 0
Shanghui Deng, Wenjie Zhang, Li Xu, Jingmin Yang
IEEE Sensors Journal, 2023.

Paper BibTex


Wi-Fi Indoor 3D Localization Algorithm Based on Multi-classifier Fusion Citations 0
Caixia Wu, Wenjie Zhang, Jingmin Yang, Shanghui Deng
Engineering Research Express, 2022.

Paper BibTex


Calibration-free 3D Indoor Positioning Algorithms Based on DNN and DIFF Citations 0
Jingmin Yang (Supervisor), Shanghui Deng, Li Xu, Wenjie Zhang
Sensors, 2022

Paper BibTex


An Adaptive Calibration Algorithm Based on RSSI and LDPLM for Indoor Ranging and Positioning Citations 0
Jingmin Yang (Supervisor), Shanghui Deng, Minmin Lin, Li Xu
Sensors, 2022

Paper BibTex


Service

Journal Reviewer

Peer-review service for journals in multimedia, pattern recognition, sensing, and computing.

IEEE Transactions on Multimedia IEEE TMM
IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE TSMC
Pattern Recognition PR
Neurocomputing
IEEE Sensors Journal
IET Communications
Measurement Science and Technology
Scientific Reports
Engineering Research Express
Physica Scripta
Machine Vision and Applications
Cluster Computing
Computing
Wireless Personal Communications

Contact

Email: dengshanghui@outlook.com
Address: No.388, Lumo Road, Wuhan, China