I am currently a Master student majoring in AI at The University of Hong Kong(HKU). I aslo graduated from HKU with degree Bachelor in Science(Mathematics). My research interests include Open-World Learning, Computer Vision and AI4Medical.

I am looking for 2025 Spring/Fall PhD opportunities, feel free to contact me if you are interested.

News

• 07/24: One co-first-authored paper accepted to DGM4MICCAI 2024!
• 04/24: One co-authored paper accepted to AIME2024!
• 01/24: Join Huawei Hong Kong Research Center - Theory Lab as a Research Intern
• 06/23: One first-author paper accepted to MICCAI 2023 after rebuttal!
• 05/23: One first-author paper early-accepted to MICCAI 2023!

Publications

• TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation; Zhenqi He, Mathias Unberath, Jing Ke, Yiqing Shen; MICCAI 2023 [paper] [code]
• Artifact Restoration in Histology Images with Diffusion Probabilistic Models; Zhenqi He, Junjun He, Jin Ye, Yiqing Shen; MICCAI 2023 [paper] [code]
• Histology Image Artifact Restoration with Lightweight Transformer and Diffusion Model; Chong Wang, Zhenqi He, Junjun He, Jin Ye, Yiqing Shen; AIME 2024 [paper] [code]
• Latent ArtiFusion: a Effective and Efficient Histological Artifacts Restoration Framework; Zhenqi He*, Wenrui Liu*, Minghao Yin, Kai Han (*: Equal Contribution); DGM4MICCAI 2024 [paper] [code]

Educations

2023 - Present: The University of Hong Kong Master of Science in Artificial Intelligence

2018 - 2023: The University of Hong Kong Bachelor of Science: Major in Mathematics & Computer Science

2019 Jun - Dec: Nanyang Technological University Exchange Student

Awards:

HKU Foundation Entrance Scholarship 2018-2021

C.V. Starr Scholarships

Champion (Student Group) of HKSTP SciTech Challenge 2021 - Technology Enabled by Voice

Academic Service:

Conference Reviewer: MICCAI 2024, DGM4MICCAI 2024