Zhuoran Li
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Zhuoran Li (李卓然 in Chinese), Ph.D. Student Beijing, China |
About me
I am currently a final-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 Application), 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 (MARL, Offline RL)
Generative Models (Diffusion Models, Flow Models)
Large Language Models (RLHF, LLM Reasoning, Agents).
Theory including Optimization theory, Reinforcement Learning theory, and Distributed Optimization.
Network Optimization.
Recent News
[2025.07] Paper “Beyond Static Populations: Efficient Delay-Constrained Scheduling for Dynamic Users via Deep Reinforcement Learning” accepted to MobiHoc 2025!
[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