Yifan Shen

I am a PhD candidate in Machine Learning at Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi. I am supervised by Dr. Kun Zhang. My research interest mainly focuses on Video Generation, Video Understanding and Causal Representation Learning.

Email | Github | Linkedin | CSDN

Education

ICML 2025 Under Review. "Controllable Video Generation with Provable Disentanglement." Yifan Shen*, Peiyuan Zhu*, Zijian Li, Shaoan Xie, Zeyu Tang, Namrata Deka, Zongfang Liu, Guangyi Chen, Kun Zhang.
ICLR 2025 ORAL. "On the identification of temporally causal representation with instantaneous dependence." Zijian Li*, Yifan Shen*, Kaitao Zheng, Ruichu Cai, Xiangchen Song, Mingming Gong, Guangyi Chen, Kun Zhang.
ICML 2024 Poster. "CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process." Guangyi Chen*, Yifan Shen*, Zhenhao Chen*, Xiangchen Song, Yuewen Sun, Weiran Yao, Xiao Liu, Kun Zhang.

ICLR 2025 Poster. "Improving Large Language Model based Multi-Agent Framework through Dynamic Workflow Updating." Boye Niu, Yiliao Song, Kai Lian, Yifan Shen, Yu Yao, Kun Zhang, Tongliang Liu.
WWW 2025 Poster. "Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals." Ruichu Cai, Zhifan Jiang, Kaitao Zheng, Zijian Li, Weilin Chen, Xuexin Chen, Yifan Shen, Guangyi Chen, Zhifeng Hao, Kun Zhang.

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)