Cheng Jin (金诚, Peter Kam)
Ph.D. Student, HKUST
Email: Cheng.Jin@connect.ust.hk
/ /
Cheng

Hi, welcome to my corner of the Internet!

I was born in Dongguan, China. After spending eighteen years of my life there, I was admitted to University of Electronic Science and Technology of China (UESTC, 电子科技大学) when I was 18 years old. Thereafter, I’ve spent three years at the Innovation Center of UESTC, discovering my research interest with Prof. Liang-Jian Deng. In 2022, I was admitted to the Hong Kong University of Science and Technology (HKUST, 香港科技大學) under Dr. Hao Chen’s supervise in the HKUST SMART (Scalable Medical Analysis, Reasoning and Treatment) Lab. Now I am focusing on Whole-slide Image Analysis.

News

Selected Publications

Preprints

Note: The asterisk(*) sign denotes the Corresponding Author identity.

Cheng

  • Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation
    Jiabo Ma, Zhengrui Guo, Fengtao Zhou, Yihui Wang, Yingxue Xu, Yu Cai, Zhengjie Zhu, Cheng Jin, Yi Lin Xinrui Jiang, Anjia Han, Li Liang, Ronald Cheong Kin Chan, Jiguang Wang, Kwang-Ting Cheng, Hao Chen*
    arXiv preprint, 2024.

    [paper] [code] [project page]




Conference Papers

Cheng

  • SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening
    Zhi-Xuan Chen, Cheng Jin, Tian-Jing Zhang, Xiao Wu, Liang-Jian Deng*
    IJCAI-ECAI, 2022, Long Oral Acceptance (3.75%).

    [paper] [supplementary] [code] [project page]




Journal Papers

Cheng

  • Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
    Renao Yan, Qiehe Sun, Cheng Jin, Yiqing Liu, Yonghong He, Tian Guan, Hao Chen*
    IEEE Transactions on Medical Imaging, 2024, Impact Factor: 10.6.

    [paper] [code] [project page]




Cheng

  • Laplacian pyramid networks: A new approach for multispectral pansharpening
    Cheng Jin, Liang-Jian Deng*, Ting-Zhu Huang, Gemine Vivone
    Information Fusion, 2021, Impact Factor: 14.7.

    [paper] [code] [project page]




Cheng

  • Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening
    Liang-Jian Deng, Gemine Vivone*, Cheng Jin and Jocelyn Chanussot
    IEEE Transactions on Geoscience and Remote Sensing,
    ESI Highly Cited Paper, ESI Hot Paper, 2020.

    [paper] [code] [project page]


Talks

Cheng

  • Dialyzer Modeling for Computer Fluid Dynamics Analysis
    PM3 Workshop, 2021.
    This talk reports on the progress of my Mitacs GRI Internship focused on dialyzer modeling for computer fluid dynamics analysis. The project aims to construct an effective mathematical module for substance transfer between the dialyzer and blood.

    [YouTube video]



Professional Services

Membership

IEEE Graduate Student Member

Regular Journal Reviewer

Conference Reviewer


Teaching

  • 2022-2023 Spring HKUST COMP 2711
    Discrete Mathematical Tools for Computer Science

  • 2023-2024 Fall HKUST COMP 3211
    Fundamentals of Artificial Intelligence

  • 2024-2025 Fall HKUST COMP 2711
    Discrete Mathematical Tools for Computer Science


Supervised Students


Miscellaneous

PGP Signature
BA8D F912 5DE6 EFE8 9540 0AB0 9D5A D561 9E27 B262