CV
academic CV.
Contact Information
| Name | Jialei Chen |
| Professional Title | Ph.D. Student |
| s-cjl@bza.edu.cn |
Professional Summary
Jointly trained Ph.D. student at Jilin University and Zhongguancun Academy, currently based at Zhongguancun Academy. I work closely with Prof. Chaoyu at Zhongguancun Academy on embodied intelligence, and I am also advised by Prof. Yuanbo Xu at Jilin University. My research focuses on embodied intelligence, especially learning from human egocentric videos and latent dynamics for robot agents. My goal is to build data-efficient embodied agents that learn from human experience, understand physical dynamics, and generalize to real-world tasks. My previous work explored generative models, time-series modeling, and data mining.
Education
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- Present Beijing, China
Ph.D. Student
Zhongguancun Academy
Embodied Intelligence
- {“Research focus”=>”embodied intelligence, including learning from human egocentric videos and latent dynamics learning.”}
Publications
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2025 Unlocking the Power of Diffusion Models in Sequential Recommendation: A Simple and Effective Approach
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '25)
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2023 Deep Generative Imputation Model for Missing Not at Random Data
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM '23)
Interests
Embodied Intelligence: Embodied AI, Egocentric Video Learning, Latent Dynamics Learning, World Modeling
Generative Models: Generative Models, Time-Series Modeling, Data Mining