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Shuhan Zheng (鄭) |
| I am a researcher at Hitachi Central Research Lab.
I received my degree of Master of Engineering from the University of Tokyo (UTokyo) in 2023 with Outstanding Thesis Awards (優秀修士論文賞), supervised by Prof. Gouhei Tanaka and Prof. Akira Hirose. Before that, I received my Bachelor's degree in physics with Summa cum laude from the Southern University of Science and Technology (SUSTech) in 2021, supervised by Prof. Quanying Liu. I am also a Christian who desire to follow Jesus Christ. |
Experiences
2024/04~Present Researcher @ Hitachi
2023/10~2024/01 Part-time researcher @ UTokyo and Nagoya Institute of Technology
2022/10~2022/12 Part-time Engineer @ PFN
2022/08~2022/09 Research Intern @ PFN w/ Dr. Nontawat
2021/12~2022/03 Machine Learning Intern @ Hitachi China Research Lab
Recent News
[25/03/20] Today I got married with Shuxin. Start new life stage! ❤️
[25/02/24] Thrilled to announce our collaboration with ClimateAi on global supply chain risk modeling! Thanks to the team leader, Dr. Ken Naono, for his guidance and support throughout this project. Check out the case study published by ClimateAi: https://climate.ai/case-studies/hitachi-global-supply-chain-risk-model/
[24/09/24] I am honored to be one of the Program Committee of 3rd Table Representation Learning Workshop @ NeurIPS 2024. It's an awesome workshop!
[24/08/04] We public our official code implementation of DiffRI (Diffusion Model for Relational Inference) on GitHub! Check it out:)
[24/04/01] I started working in Hitachi R&D!
Publications
Diffusion model for relational inference. [arxiv] [code]
Shuhan Zheng, Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka.
Diffusion models for missing value imputation in tabular data. [arxiv] [code]
Shuhan Zheng, Nontawat Charoenphakdee (2022). NeurIPS 2022 First Table Representation Workshop.
Kuramoto model based analysis reveals oxytocin effects on brain network dynamics. [arxiv]
Shuhan Zheng, Zhichao Liang, Youzhi Qu, Qingyuan Wu, Haiyan Wu, Quanying Liu (2021). International Journal of Neural Systems.
Graph theoretic analysis reveals intranasal oxytocin induced network changes over frontal regions. [biorxiv]
Shuhan Zheng, Diksha Punia, Haiyan Wu, Quanying Liu (2021). Neuroscience.