Yuanlin Duan(段源林)

Ph.D. Student

Department of Computer Science
Rutgers University, New Brunswick
Email: yuanlin.duan@rutgers.edu

Yuanlin Duan's Photo

Bio

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.

Research Interests

My research interests include Reinforcement Learning, LLM, Large World Model, Machine Learning in healthcare, etc.


News

[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


Publications

Conference Papers

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]


Experience

General Medical Center of West China Hospital, Chengdu, China

       Research Assistant,   Jun 2022 - Aug 2023

       Mentor: Dr. Dongze Li


Teaching

Teaching Assistant

Fall 2024      Teaching Assistant      CS336: Principles of Information and Data Management
Spring 2024      Teaching Assistant      CS210: Data management for Data Science
Fall 2023      Teaching Assistant      CS210: Data management for Data Science


Personal

  • I am very happy to communicate with others about everything related to life, academics, and entrepreneurship.

  • I'm interested in investment, including quantitative trading, hedging strategies, and company analysis.

  • I'm a badminton beginner and would love to find someone of a similar skill level to play with!