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Staff Algorithm Engineer @ Alibaba DAMO Academy

E-mail: jianpeng[dot]zhang0[at]gmail[dot]com
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Biography

I am currently a Staff Algorithm Engineer at Alibaba DAMO Academy. I previously worked as a postdoctoral researcher at Zhejiang University. Prior to that, I was a Research Fellow at the Australian Institute for Machine Learning (AIML), University of Adelaide (UoA), where I collaborated with Dr. Johan Verjans. Before joining AIML, I was a visiting researcher at UoA under the supervision of Prof. Chunhua Shen.

My research interests span a broad spectrum in AI for healthcare, including but not limited to multi-modal learning, large langauge model, and vision-language pre-training. The core objective of my work is to harness the potential of AI technology in clinical environments, thereby enhancing its value through direct applications that benefit healthcare professionals and patients alike.

We are recruiting interns with a passion and research background in multi-modal large language models. If you are interested, please send me your resume.

News

[May 2026] Our paper on medical VLP has been accepted by ICML!
[Apr 2026] Our paper on CRC screening has been accepted by Annals of Oncology (IF 65.4)!
[Apr 2026] Our paper on report generation evaluation has been accepted by ACL 2026 Main Conference!
[Sep 2025] I will serve as an Area Chair for ICLR 2026!
[Aug 2025] I will serve as an Area Chair for CVPR 2026!
[Jun 2025] One paper on medical vision-language pre-training has been accepted by ICCV 2025!
[Feb 2025] I will serve as an Area Chair at MICCAI 2025!
[Jan 2025] One paper on large-scale and fine-grained medical vision-language pre-training has been accepted by ICLR 2025 and will be presented as a Spotlight (Top 5.1%)!
[Jan 2025] One survey paper on attention mechanisms in medical image segmentation has been accepted by Computer Science Review!
[Oct 2024] I was awarded the Zhejiang Province Postdoctoral Research Excellence Funding Program
[Mar 2024] I will serve as an Area Chair for MICCAI 2024!
[Feb 2024] Three papers on medical vision-language learning, continual self-supervised learning, and image registration have been accepted by CVPR 2024