I am an incoming Ph.D. student at Department of Computer Science and Engineering (CSE), The Chinese University of Hong Kong (CUHK) 
, supervised by Prof. Pheng-Ann Heng.
Currently, I am a research-oriented M.Sc. student at University of Chinese Academy of Sciences (UCAS) 
, doing my research at Shenzhen Institute of Advanced Technology (SIAT) 
, Chinese Academy of Sciences (CAS).
I have spent wonderful time at Tencent YouTu Lab, Zhejiang Lab, and SIAT, CAS as a research intern/assistant. Also, it is my great honor to be awarded a China Postgraduate National Scholarship and a China Undergraduate National Scholarship during my academic career.
My research interest mainly includes machine learning and computer vision. Recently, I focus on exploring interesting subproblems in Data-Efficient AI, Generative AI, and AI for Science, aiming to promote the efficiency and flexibility of AI model and algorithms in the real world.
📢📢📢 If you would like to discuss potential opportunities for collaboration, please feel free to contact me. 😊
🔥 News
- 2024.02 I am awarded a SIAT President’s Special Scholarship! 🏆
- 2023.10 One paper is accepted by WACV 2024! 🎉
- 2023.10 I am awarded a China Postgraduate National Scholarship! 🏆
- 2023.04 I join Tencent YouTu Lab as a research intern! 🔬
- 2023.03 Our paper is selected as a CVPR Highlight (Top 2.6% of 9155 submissions)! 🎉
- 2023.02 One first-author paper is accepted by CVPR 2023! 🎉
- 2022.07 I join Zhejiang Lab as a research intern! 🔬
- 2022.07 One first-author paper is accepted by ECCV 2022! 🎉
- 2021.07 I get my bachelor’s degree as an outstanding graduate! 👨🎓
- 2021.03 I join SIAT, CAS as a research assistant and will spend my last undergraduate time here! 🔬
- 2020.09 I am awarded a China Undergraduate National Scholarship! 🏆
📝 Publications
RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction
Donghao Zhou, Chunbin Gu, Junde Xu, Furui Liu, Qiong Wang, Guangyong Chen, Pheng-Ann Heng
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[Project] [Paper] [Code] [Poster] [Talk]
Selected as a Highlight presentation paper (Top 2.6% of 9155 submissions)
Acknowledging the Unknown for Multi-Label Learning with Single Positive Labels
Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, Pheng-Ann Heng
European Conference on Computer Vision (ECCV) 2022
DPPMask: Masked Image Modeling with Determinantal Point Processes
Junde Xu, Zikai Lin, Donghao Zhou, Yaodong Yang, Xiangyun Liao, Bian Wu, Guangyong Chen, Pheng-Ann Heng
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024
DISCO: Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes
Donghao Zhou, Jialin Li, Jinpeng Li, Jiancheng Huang, Qiang Nie, Yong Liu, Bin-Bin Gao, Qiong Wang, Pheng-Ann Heng, Guangyong Chen
arXiv Preprint 2023 (Under Review)
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images
Jiancheng Huang*, Donghao Zhou*, Shifeng Chen (* indicates equal contribution)
arXiv Preprint 2023 (Under Review)
👨💻 Experience
Zhejiang Lab, Hangzhou, China
Research Intern @ Research Institute of Intelligent Computing
2022.07 - 2023.01
🏅 Selected Awards
- 2024.05 Outstanding Graduate of Beijing
- 2024.05 Outstanding Graduate of UCAS
- 2024.02 SIAT President’s Special Scholarship
- 2024.01 IAIT Dean’s Innovation Award: Outstanding Postgraduate Award
- 2023.10 China Postgraduate National Scholarship (Top 1.7%)
- 2021 - 2023 UCAS Postgraduate Studentship (Full Tuition Waiver & 8,000 CNY p.a.)
- 2021.06 Outstanding Graduate (Top 2.5%)
- 2021.06 Excellent Graduation Thesis & Graduation Thesis Innovation Prize
- 2021.04 Top 10 Student Innovation Figure (Bonus: 10,000 CNY)
- 2020.09 China Undergraduate National Scholarship (Top 0.3%)
- 2018 - 2020 First-Class Excellent Student Scholarships (Three Times)
- 2019.05 Asia-Pacific Robot Contest (ROBOCON), China Regional Competition, Second Prize (Leading a team of 30+ undergradutes)
📅 Academic Services
📖 Reviewers
- British Machine Vision Conference (BMVC) 2024
- Asian Conference on Computer Vision (ACCV) 2024
- European Conference on Computer Vision (ECCV) 2024
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
- International Conference on Computer Vision (ICCV) 2023
💬 Invited Talks
- 2023.06 Subcellular Structure Prediction: Revealing Fluorescent Images with Deep Learning, Topic Talk, held by TechBeat | [News] [Video]
- 2023.03 Subcellular Structure Prediction from Multiple Partially Labeled Datasets, Internal Youth Forum, held by Zhejiang Lab | [Poster]
- 2022.12 Single Positive Multi-Label Learning, Youth Ph.D. Talk, held by ITIC and AI TIME | [News]
- 2022.12 Learning a Multi-Label Classifier from a Single-Label Dataset, Internal Youth Forum, held by Zhejiang Lab | [Poster]
![[Poster]](images\talk_zjlab_repmode.png){kind=link}
![[Poster]](images\talk_zjlab_acktheunknown.png){kind=link}