Qianyu Zhou

周千寓

Ph.D

Digital Media & Computer Vision (DMCV) Laboratory
Department of Computer Science and Engineering
Shanghai Jiao Tong University
Shanghai, China

Email: zhouqianyu@sjtu.edu.cn Google Scholar DBLP Semantic Scholar ORCID


Biography

I got the Ph.D. degree at the Department of Computer Science and Engineering, as well as DMCV Lab, Shanghai Jiao Tong University (SJTU), supervised by Prof. Lizhuang Ma. I was selected into Wenjun Wu AI Honored Ph.D Class (Top 1%) and Zhiyuan Honored Ph.D Program (The Highest Honor) of SJTU, co-advised by Dr. Jianping Shi. Before that, I received the B.Sc degree from the College of Computer Science and Technology, Jilin University in 2019. I have published 20+ papers at top-tier journals and conferences (1000+ citations) such as IEEE TPAMI, CVPR, ICCV, ECCV, NeurIPS, ACM MM, AAAI, and etc. My research has won the 2024 World Internet Conference (WIC) award for Pioneering Science and Technology, the Top 3% Paper Recognition Award of ICASSP 2023, and Best Paper Award of CAD/Graphics 2023.

Reserach Interests

Computer Vision, Computer Graphics, Machine Intelligence.

  • Transfer Learning, e.g., domain adaptation, domain generalization, and semi-supervised learning.

  • Scene Understanding, e.g., semantic segmentation, object detection in images and videos.

  • 3D Vision, e.g., 3D geometry processing, 3D point cloud understanding.

  • Biometrics, e.g., face anti-spoofing, presentation attack detection, adversarial attacks.

News

  • [12/2024] Three papers are accepted to AAAI 2025 (23.4% acceptance rate).

  • [11/2024] I got the 2024 World Internet Conference (WIC) award for Pioneering Science and Technology.

  • [10/2024] I am invited to be an oral session chair of ACM MM 2024.

  • [09/2024] Two papers are accepted to NeurIPS 2024 (25.80% acceptance rate).

  • [07/2024] Three papers are accepted to ACM MM 2024 (26.20% acceptance rate).

  • [07/2024] Two papers are accepted to ECCV 2024 (27.90% acceptance rate).

  • [06/2024] I got my Ph.D. degree in Department of CSE, SJTU.

  • [06/2024] One paper is accepted to TCSVT (15% acceptance rate, IF=8.4).

  • [05/2024] I have successfully defended my PhD thesis!.

  • [03/2024] One paper is accepted to TVCG (25% acceptance rate, IF=5.6).

  • [02/2024] Two papers are accepted to CVPR 2024 (23.58% acceptance rate).

  • [01/2024] Our paper TransVOD (TPAMI 2023) becomes the ESI Highly Cited Paper (Top 1%).

  • [12/2023] One paper is accepted to AAAI 2024 (23.75% acceptance rate).

  • [09/2023] I won the Yuanqing Yang Ph.D Fellowship (3 recipients per year in SJTU).

  • [08/2023] One paper won the Best Paper Award in CAD/Graphics 2023.

  • [06/2023] One paper is selected into Top 3% Paper Recognition of all papers accepted at ICASSP 2023.

  • [05/2023] One paper is accepted to the 1st Workshop on Vision-based InduStrial InspectiON (VISION) of CVPR 2023.

  • [03/2023] One paper is accepted to CVPR 2023 (25.78% acceptance rate).

  • [01/2023] One paper is accepted to TPAMI (9% acceptance rate, IF=23.6).

  • [11/2022] One paper is accepted to TPAMI (9% acceptance rate, IF=23.6).

  • [09/2022] One paper is accepted to TCSVT (15% acceptance rate, IF=8.4).

  • [08/2022] I am invited to serve as a Programme Committee member of AAAI 2023.

  • [07/2022] One paper is accepted to ECCV 2022 (26% acceptance rate).

  • [06/2022] One paper is accepted to ACM MM 2022 (27.9% acceptance rate).

  • [05/2022] One paper is accepted to Pattern Recognition (19% acceptance rate, IF=8.0).

  • [05/2022] One paper is accepted to CVIU (17% acceptance rate, IF=4.5).

  • [03/2022] One paper is selected as an oral presentation of ICME 2022 (top 14.5%).

Preprints

    Diverse Target and Contribution Scheduling for Domain Generalization
    Shaocong Long*, Qianyu Zhou*, Chenhao Ying, Lizhuang Ma, Yuan Luo.
    ArXiv preprint arXiv:2309.16460.

    [paper] [arxiv] [code] [bib]

    SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes
    Yiran Song*, Qianyu Zhou*, Xuequan Lu, Zhiwen Shao, Lizhuang Ma.
    ArXiv preprint arXiv:2401.17803.

    [paper] [arxiv] [code] [bib]

    Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models
    Fengfan Zhou, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Hefei Ling.
    ArXiv preprint arXiv:2405.16940.

    [paper] [arxiv] [bib]

Publications (show selected / show all)

[Google Scholar] (* indicates joint first author, and † indicates corresponding author)



Education

Experience

Academic Services

Honors & Awards

  • World Internet Conference (WIC) award for Pioneering Science and Technology, 2024
    2024

  • Zhiyuan Honored Ph.D Fellowship, Shanghai Jiao Tong University
    2019 - 2024

  • Wenjun wu AI Honored Ph.D Fellowship, Shanghai Jiao Tong University
    2019 - 2024

  • Yuanqing Yang Ph.D Fellowship, Shanghai Jiao Tong University
    2023

  • Best Paper Award in CAD/Graphics 2023
    2023

  • Top 3% Paper Recognition of all papers accepted at ICASSP 2023
    2023

  • First Class Scholarship of DMCV Lab, Shanghai Jiao Tong University
    2022

  • National Scholarship, Ministry of Education of P.R. China
    2016 - 2018

  • President Scholarship of Jilin University
    2019

  • Outstanding Graduates of Jilin University
    2019

  • Top Ten Honorary Undergraduates (The Highest Honor), Jilin University
    2019

Students/Coauthorship

  • Ph.D Students

    • Hao Yang, Shanghai Jiao Tong University, Co-supervise with Prof. Lizhuang Ma

    • Jincen Jiang, Bournemouth University, Co-supervise with Prof. Xuequan Lu

    • Yinghui Li, Deakin University, Co-supervise with Prof. Xuequan Lu

    • Zitong Wang, Northeast Normal University -> Jilin University

  • Alumni

    • Yiran Song, Shanghai Jiao Tong University (Currently at University of Minnesota), Co-supervised with Lizhuang Ma

    • Qiqi Gu, Shanghai Jiao Tong University (Currently at Tencent), Co-supervised with Prof. Lizhuang Ma

    • Shaocong Long, Shanghai Jiao Tong University, Co-supervise with Prof. Yuan Luo

    • Zhengyang Feng, Shanghai Jiao Tong University (Currently at Momenta), Co-supervised with Prof. Lizhuang Ma



© Qianyu Zhou | Last updated: 12/2024