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Shuhan Zheng (鄭) |
| I am now a part-time researcher at the University of Tokyo (UTokyo). I am expected to join Hitachi Central Research Lab in 2024/04.
I received my degree of Master of Engineering from 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 from the Southern University of Science and Technology (SUSTech), supervised by Prof. Quanying Liu. |
Experiences
2023 Part-time researcher @ UTokyo and NITech.
2022 Part-time Engineer @ PFN
2022 Research Intern @ PFN w/ Dr. Nontawat
2021 Machine Learning Intern @ Hitachi China Research Lab
Recent News
23/09/22 // Today, I graduated from the Department of EEIS at UTokyo and received the Outstanding Master’s Thesis Award (優秀修士論文)! I want to express my gratitude to the amazing teachers and friends I met at UTokyo. :)
[23/07/26] // I successfully defended my master thesis, “Network structure inference from time series data using diffusion model”!
[23/01/23] // I passed 日本語能力試験 JLPT N2!
[23/01/11] // Give a poster presentation at Dynamics Days US 2023. The topic is inference of network structure in dynamic systems using a generative model.
[22/10/20] // Our paper: Diffusion models for missing value imputation in tabular data (with code) has been accepted to NeurIPS 2022 Table Representation Learning Workshop!
Publications
Shuhan Zheng, Nontawat Charoenphakdee (2022). Diffusion models for missing value imputation in tabular data. NeurIPS 2022 First Table Representation Workshop.
Shuhan Zheng, Zhichao Liang, Youzhi Qu, Qingyuan Wu, Haiyan Wu, Quanying Liu (2021). Kuramoto model based analysis reveals oxytocin effects on brain network dynamics. International Journal of Neural Systems.
Shuhan Zheng, Diksha Punia, Haiyan Wu, Quanying Liu (2021). Graph theoretic analysis reveals intranasal oxytocin induced network changes over frontal regions. Neuroscience.