Zhuoran Li
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Zhuoran Li (李卓然 in Chinese), Ph.D. Student Beijing, China |
About me
I am currently a fifth-year Ph.D. student in the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, where I am fortunate to be advised by Prof. Longbo Huang.
I received my B.E. in 2020 at Tsinghua University, major in Electronic Engineering and second major in Economics and Finance.
My research focuses on Reinforcement Learning (Theory, Algorithm and Applications), Generative AI (especially Diffusion Models and Large Language Models) and Network Optimization.
Education
Ph.D. Student in the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, Aug. 2020 - Now
B.S. in the Department of Electronic Engineering, Tsinghua University, Aug. 2016 - Jul. 2020
B.S. in the School of Economics and Management (Second Major), Tsinghua University, Aug. 2017 - Jul. 2020
Research Interests
Deep Reinforcement Learning and its applications in AIGC (AI generated contents, including diffusion model and large language model).
Theory including Optimization theory, Reinforcement Learning theory, and Distributed Optimization.
Network Optimization.
Recent News
[2025.01] Paper “Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks” accepted to ICLR 2025 Spotlight!
[2024.12] Paper “Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration” accepted to AAMAS 2025!
[2024.10] Paper “Smoothed Online Decision Making in Communication: Algorithms and Applications” accepted to IEEE/ACM Transactions on Networking!
[2024.09] Paper “Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training” accepted to NeurIPS 2024!
[2024.07] Paper “Offline Learning-based Multi-User Delay-Constrained Scheduling” accepted to IEEE MASS!
Contact
Zhuoran Li
FIT Building, Room 4-6000
Tsinghua University
Beijing, China, 100084
Email: lizr20@mails.tsinghua.edu.cn