Curriculum Vitæ
A concise Record of education, research, and honors.
A working document. I keep it short and honest. If you need the PDF, send me an email and I'll reply with the latest version.
General Information
| Full Name | Huayu Deng (邓画予) |
| denghuayu86@163.com | |
| Updated Time | 2026-09-02 |
Education
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2022-Present
Ph.D. Candidate
Wu Wenjun Honors Class in AI, Shanghai Jiao Tong University, Shanghai, China
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2018-2022
B.Eng.
IEEE Honors Class, Shanghai Jiao Tong University, Shanghai, China
Research Interests
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AI for Physics
- Active sensing and world models for continuum field reconstruction
- Learning hidden physical dynamics from visual observations
- Adaptive, multi-scale simulation of physical systems
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LLM Post-training & Embodied Interaction
- Test-time training and long-context reasoning for LLMs
- Transferring interaction knowledge from video to physical control
Experience
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2026-Present
Research Intern
Pevek Foundation Model Team, RedNote (小红书)
- Large language model post-training — data construction, training experiments, and evaluation for the Pevek foundation model
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2021-2021
Research Intern
Microsoft Research Asia (MSRA)
- Conditional graphic layout generation (LayoutFormer++), published at CVPR 2023
Honors and Awards
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2022
- First Prize, SJTU Graduate Academic Scholarship
- Outstanding Graduate (Undergraduate), Shanghai Jiao Tong University
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2018-2020
- Zhiyuan Honors Scholarship, Shanghai Jiao Tong University
Professional Services
| Conference Reviewer | NeurIPS, ICML, CVPR, ICLR, AAAI |