Scholar
Yifan Shen
Google Scholar ID: PMKkElwAAAAJ
mbzuai
Citations & Impact
Citations
55
H-index
4
i10-index
3
Publications
11
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - ICML 2025 Under Review: 'Controllable Video Generation with Provable Disentanglement'
- - ICLR 2025 ORAL: 'On the identification of temporally causal representation with instantaneous dependence'
- - ICML 2024 Poster: 'CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process'
- - ICLR 2025 Poster: 'Improving Large Language Model based Multi-Agent Framework through Dynamic Workflow Updating'
- - WWW 2025 Poster: 'Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals'
- - Honors & Awards:
- - 2021: 1st prize in ByteDance summer camp
- - 2020: Gold Award in Jiangsu Collegiate Programming Contest; Bronze Award in International Collegiate Programming Contest (East Continent Final)
- - 2019: Silver Award in International Collegiate Programming Contest (Nanjing Site); Silver Award in Chinese Collegiate Programming Contest (Qinghuangdao Site)
Research Experience
- - Research Intern, ByteDance, Algorithm Middle Platform (2023)
- - SDE Intern, Tencent, Tencent Cloud (2022)
- - SDE Intern, Microsoft STCA, Bing Ads (2021)
- - Research Intern, Microsoft Research Asia, Machine Learning Group (2021)
Education
- - 2024-2028 (expected): PhD, Machine Learning, MBZUAI, Advisor: Dr. Kun Zhang
- - 2022-2024: MSc, Machine Learning, MBZUAI
- - 2018-2022: BSc, Computer Science, NUIST
Background
- Research interests: Video Generation, Video Understanding, and Causal Representation Learning. Currently a PhD candidate in Machine Learning at Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, supervised by Dr. Kun Zhang.
Miscellany
- Personal interests not mentioned
