Chuanyang Zheng (郑传阳)
CV / GitHub / Google Scholar / -> Email: cyzhengme@gmail.com | cyzheng21@cse.cuhk.edu.hk
I am a Ph.D. student in CSE, The Chinese University of Hong Kong, supervised by Prof. Yu Li . Previously, I received the Bachelor of Science degree from Computer Science Department, Hong Kong Baptist University in 2021, under the supervison from Prof. YUEN, Pong Chi. During my undergraduate, I was very lucky to do research advised by Prof. Mang Ye and Xiangyuan Lan (Last Update: 20 Oct 2023)
My research interest is AI for Science, mainly including two parts: 1) Math: Large Language Model for Math Reasoning and Proof; 2)Healthcare: single-cell analysis; drug discovery; medical image analysis,
In 2023, I lead or participate in the following research topics:
- AI4Math, Automated Mathematical Theorem Proving using Large Language Models
- AI4Healthcare, Single-Cell Sequence Analysis
News
- [2023.05.14] Our work PHP is reported by Synced
- [2023.05.11] One Paper is accepted to QIMS, thanks to Jiaping, Lijie and Keyan!
- [2022.02.01] Two co-first-author papers are accepted to ISMRM 2022 as Oral presentation.
- [2021.07.29] Begin Ph.D. Career at CUHK
- [2020.07.22] One WISE 2020 paper is accepted
Publications
(* indicates equal contribution)
Progressive-Hint Prompting Improves Reasoning in Large Language Models
Chuanyang Zheng, Zhengying Liu, Enze Xie, Zhenguo Li, Yu LiPreprint [Paper] [Code] [GSM8K SOTA] [SVAMP SOTA] [MATH SOTA]
DeepKOA: A deep-learning model predicts progression in knee osteoarthritis using multimodal magnetic resonance images from the osteoarthritis initiative
Jiaping Hu*, Chuanyang Zheng*, Qingling Yu, Lijie Zhong, Keyan Yu, Yanjun Chen, Zhao Wang, Bin Zhang, Qi Dou, and Xiaodong ZhangQuantitative Imaging in Medicine and Surgery, 2023 [Paper]
Predicting Knee Osteoarthritis Progression with a interpretable Deep Learning Approach on Magnetic Resonance Imaging: data from the Osteoarthritis Initiative
Jiaping Hu*, Chuanyang Zheng*, Lijie Zhong, Keyan Yu, Yanjun Chen, Zhao Wang, Qi Dou, and Xiaodong ZhangISMRM 2022 (Oral) [Paper]
Can infrapatellar fat pad predict the incidence of knee osteoarthritis by using deep learning based on MRI? Data from osteoarthritis initiative
Keyan Yu*, Chuanyang Zheng*, Jiaping Hu, Lijie Zhong, Qi Dou, Xiaodong ZhangISMRM 2022 (Oral) [Paper]
Nonnegative Residual Matrix Factorization for Community Detection
Yulong Pei, Cong Liu, Chuanyang Zheng, and Long ChengWISE 2020 [Paper]
Group Key Agreement Protocol Based on Privacy Protection and Attribute Authentication
Zhang Qikun, Li Yongjiao, Gan Yong, Zheng Chuanyang, Luo Xiangyang, Zheng JunIEEE Access,2019/7/2 [paper]