Zheng Cao

Ph.D. Candidate

Zhejiang University

Biography

Zheng Cao (曹政) is a Ph.D. candidate, majoring in computer science, Zhejiang University, under the supervision from Prof. Jian Wu. He is currently working as a research intern in Tencent Quantum Lab, cooperating with Prof. Tingjun Hou and Dr. Chang-Yu Hsieh. He is member of ZJU RealDoctor AI Research Centre and ZJU Innovative Drug Discovery Insitute. His research interests include AI for medical image analysis and AI for drug discovery. He serves as a CTO for a web3 startup as well.

Interests

Artificial Intelligence for Science (AI4Sci)
Bioinformatics & Cheminformatics
Metaverse & Blockchain

Education

Doctor of Philosophy in Computer Science, 2019
Zhejiang University (ZJU)
Bachelor of Science (honors) in Applied Chemistry, 2018
University of Reading (UoR)
Bachelor of Science in Applied Chemistry, 2015
Nanjing University of Information Science & Technology (NUIST)

Recent Publications

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Haihua Zhu, Haojie Yu, Fan Zhang, Zheng Cao, Fuli Wu, Fudong Zhu (2022). Automatic Segmentation and Detection of Ectopic Eruption of the First Permanent Molars on Panoramic Radiographs Based on nnU‐Net. International Journal of Paediatric Dentistry.

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Zheng Cao, Xiang Pan, Hongyun Yu, Shiyuan Hua, Da Wang, Danny Z. Chen, Min Zhou, Jian Wu (2022). A Deep Learning Approach for Detecting Colorectal Cancer via Raman Spectra. BME Frontiers.

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Haihua Zhu, Zheng Cao, Luya Lian, Guanchen Ye, Honghao Gao, Jian Wu (2022). CariesNet: A Deep learning Approach for Segmentation of multi-stage Caries lesion from Oral Panoramic X-Ray Image. Neural Computing & Applications.

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Linhong Jiang, Daqian Chen, Zheng Cao, Haihua Zhu, Fudong Zhu (2021). A Two-Stage Deep Learning Architecture for Radiographic Assessment of Periodontal Bone Loss. BMC Oral Health.

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Zheng Cao, Cailin Mu, Haochao Ying, Jian Wu (2021). Full Scale Attention for Automated COVID-19 Diagnosis from CT Images. EMBC2021.

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Zheng Cao, Chuanbin Sun, Wenzhe Wang, Xiangshang Zheng, Jian Wu, Honghao Gao (2020). Multi-modality fusion learning for the automatic diagnosis of optic neuropathy. Pattern Recogonition Lettters.

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Zheng Cao, Bohan Yu, Biwen Lei, Haochao Ying, Xiao Zhang, Danny Z. Chen, Jian Wu (2019). Cascaded SE-ResUnet for segmentation of thoracic organs at risk. Neurocomputing.

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Experience

CTO / Co-founder

Let’s MeMe

Sep 2022 – Present Shenzhen

Data Analysis and Product Devlopment.

Theory Group Intern

Quantum Lab, Tencent Co., Ltd.

Aug 2021 – Jun 2022 Shenzhen

Research on AI methods for drug discovery, i.e. Retrosynthesis.

Technical Support Intern

Oracle Corporation, Nanjing Branch

Jun 2018 – Aug 2018 Nanjing

Technical Support for Sales Team.

CTO / Co-founder

Nanjing Kaitianyan UAV Tech Co., Ltd

Jan 2017 – Jun 2018 Nanjing

UAV Aceessories Devlopment

Skills

Python

100%

Java

80%

Cloud

100%

ios Dev

50%

Data Analysis

60%

Chemistry

50%

Awards

Part of Competition Awards, more than 50 honors in the past few years.

Digital World 2077 Blockchain Hackathon

Second Prize (Wanxiang Blockchain Labs) Jun 2022

International College Students' “Internet+” Innovation and Entrepreneurship Competition

National Silver Medal (2017), Jiangsu First Prize (2017), Zhejiang Second Prize (2022), NUIST First Prize (2017), ZJU First Prize (2022) Oct 2017 – Oct 2022

Mathematical Contest in Modeling (MCM)

Meritorious Winner (2018 COMAP’s MCM), First Prize (2017 National MCM) Mar 2017 – Mar 2018

See certificate

China National Undergraduate Electronic Design Competition

First Prize (2016), First Prize (2017), First Prize (2018) Sep 2016 – Sep 2018

University Awards

Academic Scholarship (2019-2024), Outstanding Graduates (2019-2021), Extrodinary Bachlors (2019), RED Award (2019), Five-Four Youth Pacesetters (2018), Merit Students (2017) Jun 2015 – Oct 2024