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

  • [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!

Selected Publications

  Most recent publications on Google Scholar.    谷歌学术引用

Cross-level Interaction and Multi-granularity Contrastive Learning for Multi-view Clustering
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
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
Shanghui Deng, Xiao Zheng, Chang Tang, Kun Sun, Yuanyuan Liu, Xinwang Liu
Proc. ACM International Conference on Multimedia (ACM MM), 2025.

[Paper]  [BibTex]  [Code]



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

VTIL: A Multi-layer Indoor Location Algorithm for RSSI Images Based on Vision Transformer
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
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
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
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
Jingmin Yang (Supervisor), Shanghui Deng, Minmin Lin, Li Xu
Sensors, 2022

[Paper] [BibTex]


Service


    Journal Reviewer:
    • IEEE Transactions on Systems, Man, and Cybernetics: System (IEEE TSMC),
    • Neurocomputing
    • IEEE Sensors Journal,
    • IET Communicaions,
    • Measurement Science and Technology,
    • Scientific Reports,
    • Engineering Research Express,
    • Physica Scripta,
    • Machine Vision and Applications,
    • Cluster Computing,
    • Computing,
    • Wireless Personal Communications,
    • Evolutionary Intelligence,
    • Annals of Telecommunications,
    • The Egyptian Journal of Otolaryngology.

Contact

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