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Sunan He
PhD student, CSE, Hong Kong University of Science and Technology
Joined
March 2022
Names
Sunan He
(Preferred)
,
sunan he
Emails
****@mails.tsinghua.edu.cn
(Confirmed)
,
****@connect.ust.hk
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
PhD student
CSE,
Hong Kong University of Science and Technology
(ust.hk)
2023
–
2027
MS student
CSE,
Tsinghua University, Tsinghua University
(tsinghua.edu.cn)
2020
–
2023
Undergrad student
EE,
Hefei University of Technology
(hfut.edu.cn)
2016
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Hao Chen
Present
Expertise
Multi-modal Large Language Model
2023
–
2025
Medical Generalist Foundation Model
2023
–
2025
Vision Language Pretraining
2020
–
2025
Publications
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis
Hongmei WANG
,
Junlin Hou
,
Sunan He
,
Shu Yang
,
Hao Chen
MIDL 2026 Poster
Readers:
Everyone
MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book
Sau Lai Yip
,
Sunan He
,
Yuxiang Nie
,
Shu Pui Chan
,
Yilin Ye
,
Sum Ying Lam
,
Hao Chen
CoRR 2025
Readers:
Everyone
Large-scale Self-supervised Video Foundation Model for Intelligent Surgery
Shu Yang
,
Fengtao Zhou
,
Leon Mayer
,
Fuxiang Huang
,
Yiliang Chen
,
Yihui Wang
,
Sunan He
,
Yuxiang Nie
,
Xi Wang
,
Ömer Sümer
,
Yueming Jin
,
Huihui Sun
,
Shuchang Xu
,
Alex Qinyang Liu
,
Zheng Li
,
Jing Qin
,
Jeremy Yuen-Chun Teoh
,
Lena Maier-Hein
,
Hao Chen
CoRR 2025
Readers:
Everyone
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
Guanghao Meng
,
Sunan He
,
Jinpeng Wang
,
Tao Dai
,
Letian Zhang
,
Jieming Zhu
,
Qing Li
,
Gang Wang
,
Rui Zhang
,
Yong Jiang
CoRR 2025
Readers:
Everyone
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation
Linshan Wu
,
Yuxiang Nie
,
Sunan He
,
Jiaxin Zhuang
,
Hao Chen
CoRR 2025
Readers:
Everyone
FreeTumor: Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition
Linshan Wu
,
Jiaxin Zhuang
,
Yanning Zhou
,
Sunan He
,
Jiabo Ma
,
Luyang Luo
,
Xi Wang
,
Xuefeng Ni
,
Xiaoling Zhong
,
Mingxiang Wu
,
Yinghua Zhao
,
Xiaohui Duan
,
Varut Vardhanabhuti
,
Pranav Rajpurkar
,
Hao Chen
CoRR 2025
Readers:
Everyone
ConceptCLIP: Towards Trustworthy Medical AI via Concept-Enhanced Contrastive Langauge-Image Pre-training
Yuxiang Nie
,
Sunan He
,
Yequan Bie
,
Yihui Wang
,
Zhixuan Chen
,
Shu Yang
,
Hao Chen
CoRR 2025
Readers:
Everyone
MedDr: Diagnosis-Guided Bootstrapping for Large-Scale Medical Vision-Language Learning
Sunan He
,
Yuxiang Nie
,
Zhixuan Chen
,
Zhiyuan Cai
,
Hongmei Wang
,
Shu Yang
,
Hao Chen
CoRR 2024
Readers:
Everyone
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding
Taolin Zhang
,
Sunan He
,
Tao Dai
,
Zhi Wang
,
Bin Chen
,
Shu-Tao Xia
AAAI 2024
Readers:
Everyone
View all 18 publications
Co-Authors
Alex Qinyang Liu
Bei Gan
Bin Chen
Bo Ren
Chen Wu
Fengtao Zhou
Fuxiang Huang
Gang Wang
Guanghao Meng
Hanjun Li
Hao Chen
Hongmei WANG
Hongmei Wang
Huihui Sun
Jeremy Yuen-Chun Teoh
Jiabo Ma
Jiacheng Lin
Jiaxin Zhuang
Jie Shao
Jieming Zhu
Jing Qin
Jinpeng Wang
Junlin Hou
Kaiyuan Gao
Lena Maier-Hein
View all 68 co-authors