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 multi-omics clustering.

News

  • [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 will join PAMI Lab to pursue a PhD degree at China University of Geosciences!
  • [11-2022] One paper accepted by IEEE Sensors Journal (JCR-Q1), thanks to all co-authors!
  • [08-2022] One paper accepted by Sensors, thanks to all co-authors!







Selected Publications

  Most recent publications on Google Scholar.

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]


Implicit Rank-minimizing Representation-based Cross-view Interaction and Fusion for Multi-view Clustering
Shanghui Deng, Xiao Zheng, Chang Tang, Weiqing Yan, Xingchen Hu, Ning Li, Xinwang Liu
Under review

[Paper]  [BibTex]  [Code]


Cross-level Interaction and Multi-granularity Contrastive Learning for Multi-view Clustering
Shanghui Deng, Chang Tang, Xiao Zheng, Yuanyuan Liu, Kun Sun, Xinwang Liu
Under review

[Paper]  [BibTex]  [Code]


scSPAF: Cell Similarity Purified Adaptive Fusion Network for Single-Cell Multi-Omics Clustering
Shanghui Deng, Chang Tang, Xinwang Liu, Xiao Zheng, Yuanyuan Liu, Shan An
Under review

[Paper]  [BibTex]  [Code] 



Before 2023, my research interests mainly focus 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



    Conference Reviewer:
    • IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2025,
    • ACM International Conference on Multimedia (ACMMM) 2025,
    • Annual Conference on Neural Information Processing Systems (NeurIPS) 2024, 2025,
    • AAAI Conference on Artificial Intelligence (AAAI) 2024.
    Journal Reviewer:
    • IEEE Sensors Journal,
    • IET Communicaions,
    • Scientific Reports.

Contact

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