Yuanlin Duan(段源林)Ph.D. StudentDepartment of Computer Science Rutgers University, New Brunswick Email: yuanlin.duan@rutgers.edu
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I am a second-year PhD student in the Department of CS at Rutgers University. Prior to Rutgers, I got my B.E. degree in Artificial Intelligence
at UESTC in 2023. Currently, I am working with Professor He Zhu.
My research interests include Reinforcement Learning, LLM, Large World Model, Machine Learning in healthcare, etc.
[09/2024] | Two paper were accepted by NeurIPS 2024. |
[09/2024] | One paper was accepted by EMNLP 2024. |
[09/2023] | Begin my journey of PhD study at Rutgers |
[06/2022] | Begin my research in General Medical Center of West China Hospital, Sichuan University |
Learning World Models for Unconstrained Goal Navigation
Yuanlin Duan, Wensen Mao and He Zhu
NeurIPS 2024
[Paper][Code]
Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
Yuanlin Duan, Guofeng Cui and He Zhu
NeurIPS 2024
[Paper][Code]
MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition
Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan
EMNLP 2024
[Paper]
General Medical Center of West China Hospital, Chengdu, China        Research Assistant,   Jun 2022 - Aug 2023        Mentor: Dr. Dongze Li |