Zhihao PENG

彭志浩

Postdoc Fellow

Department of Electronic Engineering,
The Chinese University of Hong Kong,
Kowloon, Hong Kong.
Email: zhihapeng3-c@my.cityu.edu.hk


I obtained a Ph.D. degree in the Department of Computer Science, City University of Hong Kong (CityU) advised by Prof. HOU Junhui. The qualifying panel members are Prof. WONG Hau San and Prof. CHAN Antoni Bert.

My research interests include Unsupervised Learning, Cluster Analysis, Computer Graphsic, and Graph Structure Learning in Image Processing.

This is my CV in English and CV in Chinese.

News

    [Dec. 2023] One journal paper accepted by IEEE T-IP
    [Nov. 2023] I become a postdoctoral fellow at The Chinese University of Hong Kong
    [Oct. 2023] I obtain my Ph.D. degree in the Department of Computer Science, CityU
    [Sep. 2023] I become a reviewer for ICASSP-24
    [Sep. 2023] I finish my Ph.D. defense in the Department of Computer Science, CityU
    [Aug. 2023] I obtain the Outstanding Academic Performance Award OAPA from CityU
    [Jul. 2023] I become a Program Committee member (PC) for AAAI-24
    [Jun. 2023] I accept the invitation and become a reviewer for IEEE T-SMC: Systems
    [Jun. 2023] I attend the 14th International Young Scholars Forum of Sun Yat-Sen University
    [Jun. 2023] I accept the invitation and become a reviewer for T-CSVT
    [May. 2023] I accept the invitation and become a reviewer for PR
    [Dec. 2022] One journal paper accepted by IEEE T-CSVT
    [May. 2022] One journal paper accepted by IEEE T-IP
    [May. 2022] One invention patent granted by CNIPA
    [Jul. 2021] One conference paper accepted by ACM MM
    [Jun. 2021] One journal paper accepted by IEEE T-CSVT

Pre-print

  • Selected Publications

  • EGRC-Net: Embedding-induced Graph Refinement Clustering Network
    Zhihao Peng, Hui Liu, Yuheng Jia, and Junhui Hou.

    IEEE Transactions on Image Processing (TIP), 2023
    [paper][code]

    Deep Attention-guided Graph Clustering with Dual Self-supervision
    Zhihao Peng, Hui Liu, Yuheng Jia, and Junhui Hou.

    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
    [paper][code]

    Adaptive Attribute and Structure Subspace Clustering Network
    Zhihao Peng, Hui Liu, Yuheng Jia, and Junhui Hou.

    IEEE Transactions on Image Processing (TIP), 2022
    [paper][code]

    Attention-driven Graph Clustering Network
    Zhihao Peng, Hui Liu, Yuheng Jia, and Junhui Hou.

    ACM Multimedia (ACM MM), 2021
    [paper] [code] [video]

    Maximum Entropy Subspace Clustering Network
    Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, and Qingfu Zhang.

    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
    [paper][code]

    Non-Negative Transfer Learning With Consistent Inter-Domain Distribution
    Zhihao Peng, Yuheng Jia, and Junhui Hou.

    IEEE Signal Processing Letters (SPL), 2020
    [paper][code]

    Active Transfer Learning
    Zhihao Peng, Wei Zhang, Na Han, Xiaozhao Fang, Peipei Kang, and Luyao Teng.

    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019
    [paper][code]

  • Patents

  • "Pedestrian re-identification method, device and readable storage medium",
    CN, first student inventor, PENG ZHIHAO.
    China Invention Patent (Granted) CN109492610B [ link]
  • "Method and device for removing mask from phase spectrum",
    CN, first inventor, PENG ZHIHAO.
    China Invention Patent (Granted) CN107424616B [link]
  • Awards & Experiments

      Sep. 2023, Outstanding Academic Performance Award, CityU, HongKong
      Sep. 2022, Institutional Research Tuition Scholarship, CityU, HongKong (~20% acceptance rate)
      Sep. 2021, Institutional Research Tuition Scholarship, CityU, HongKong (~20% acceptance rate)
      Sep. 2021, Outstanding Academic Performance Award, CityU, HongKong
      Jun. 2019, Outstanding Graduates, GDUT, GuangDong
      Jun. 2019, Outstanding Diploma Thesis Award, GDUT, GuangDong
      Jul. 2018, Visiting scholar at Nipissing University, Ontario, CANADA
      Jul. 2017, Visiting student at Shibaura Institute of Technology, Tokyo, JAPAN
      Jul. 2017 - Jul. 2018, GDUT Student Branch Vice Chairman of China Computer Federation (CCF)
      Jun. 2016, Outstanding Graduates, GDUT, GuangDong

    Teaching

      CS2115, Computer Organization, TA
      CS2116, Computer Systems, TA
      CS4182, Computer Graphics, TA
      CS5182, Computer Graphics, TA

    Services

    • Conference Reviewer

      37th, 38th AAAI Conference on Artificial Intelligence (AAAI) 2023,24

      IEEE International Conference on Multimedia and Expo (ICME) 2021,22,23

      IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023, 24

      IEEE Visual Communications and Image Processing (VCIP) 2021,22,23

    • Journal Reviewer

      IEEE Transactions on Systems, Man, and Cybernetics: Systems (SMC: Systems)

      Pattern Recognition (PR)

      IEEE Transactions on Image Processing (TIP)

      IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

      IEEE/CAA Journal of Automatica Sinica (JAS)