about.json
{
  "name": "Qianhan Feng 冯千涵",
  "role": "PhD Student",
  "affiliation": "The Chinese University of Hong Kong",
  "advisor": "Prof. Qi Dou & Prof. Winnie Chiu Wing CHU",
  "research": [
    "Medical AI",
    "Agentic AI",
    "Vision-Language Models",
    "Efficient Learning"
  ],
  "location": "Hong Kong",
  "status": "open to collaborate"
}
avatar.png — 586K
Qianhan Feng
location: Peking University Gate
# git log --oneline
2026.05
NEW
I am honored with the title of Gold Reviewer of ICML 2026
2026.05
PUB
Our paper MedExpMem recieves Early Accept at MICCAI 2026
2025.12
NEW
Medical Agent AI research work CP-Env & UCAgents released on arXiv & GitHub
2025.08
INFO
Start PhD at CUHK
2025.06
PUB
FuSTAL accepted at IEEE TCSVT
2025.06
INFO
Outstanding Graduate of Beijing & PKU
2025.06
PUB
Align-KD accepted at CVPR 2025 ·
2024.02
PUB
BaCon accepted at AAAI 2024 · VCC-INFUSE accepted at IJCAI 2024
# ls papers/
MICCAI 2026 · CCF-B · Early Accept2026
MedExpMem: Adapting Experience Memory for Differential Diagnosis
Qianhan Feng†, Zhongzhen Huang†, Yakun Zhu, Yannian Gu, Chu Winnie Chiu Wing, Xiaofan Zhang*, Qi Dou*
★ CVPR 2025 · CCF-A 2025
Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Model
Qianhan Feng, Wenshuo Li, Tong Lin, Xinghao Chen*
IEEE TCSVT · CCF-B 2025
FuSTAL: Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action Localization
Qianhan Feng, Wenshuo Li, Tong Lin, Xinghao Chen*
★ AAAI 2024 · CCF-A 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning
Qianhan Feng, Lujing Xie, Shijie Fang, Tong Lin*
★ IJCAI 2024 · CCF-A 2024
VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning
Shijie Fang†, Qianhan Feng†, Tong Lin*
★ CVPR 2021 · CCF-A · Oral2021
Deep Homography for Efficient Stereo Image Compression
Xin Deng, Wenzhe Yang, Ren Yang, Mai Xu*, Enpeng Liu, Qianhan Feng, Radu Timofte
# tree ~/education
PhD · Computer Science & Engineering
The Chinese University of Hong Kong // 2025 – now
香港中文大学 · advised by Prof. Qi Dou & Prof. Winnie Chiu Wing Chu
Master · Computer Science & Technology
Peking University // 2022 – 2025
北京大学 · 智能学院 · 计算机科学与工程
Bachelor · Electronic Information Engineering
Beihang University — Shenyuan Honors College // 2018 – 2022
北京航空航天大学 · 高等理工学院/沈元荣誉学院 · 电子信息工程
# cat achievements.log
[✓]Outstanding Graduate of Beijing2025
[✓]Outstanding Graduate of Peking University2025
[✓]China National Scholarship2024
[✓]Merit Student Pacemaker of PKU2024
[✓]Merit Student of Beijing2024
[✓]Special Scholarship for Graduate Students, PKU2023
# cat work.yml
Huawei Noah's Ark Lab
Research Intern
Jun 2023 – Feb 2025
VLMs & efficient learning research. Published at CVPR, IEEE TCSVT.
JD Group
Algorithm Intern · Search & Rec
Apr 2022 – Jun 2022
Recommendation algorithms for e-commerce at scale.
Student Counselor
SIST, Peking University
Sep 2024 – Jul 2025
Mentoring graduate students in academic growth.
Conference Reviewer
ICML 2026 (Gold Reviewer) · AAAI 2025 · ACM MM 2024
2024 – 2026
Peer review for premier AI venues.