[main]Jack Yansong Li's Website

Jack Yansong Li 李岩松

Taken at 南方科技大学 in 2025

About Me

I am the COO and co-founder of LIII NETWORK (三鲤网络), an open source company. I am also an Adjunct Research Assistant Professor, mentored by Professor Shiyi Chen, at the Eastern Institute of Technology.

Before this, I obtained my Ph.D. in the Electrical and Computer Engineering Department at the University of Illinois Chicago. I am very fortunate to be advised by Prof. Shuo Han. I received my bachelors in Department of Mathematics at the Southern University of Science and Technology, where I was advised by (and received many kindly helps from) Prof. Andy Luchuan Liu.

This website is built in Mogan STEM with the notes plugin, you can access the source repository by clicking: Mogan and texmacs-notes. The commercial-version of Mogan is released! You can access in Liii STEM Website.

Below, I have attached my CV. I welcome any opportunities that align with my expertise and interests. Please feel free to contact me if you are interested on our product or even myself. I would be delighted to discuss how our product can help your research and learning: [Curriculum Vitae]

Contributions to Open Source Projects

I am a co-founder of LIII NETWORK (三鲤网络), an open source company that developed:

Publications

All my publications are available as open access on Google Scholar: Yansong Li's Google Scholar. Feel free to email me if you have any questions for my work or seek for collaboration. I am open to all collaboration opportunities.

Conference & Journal

Nov 2025 StarWhisper Telescope: an AI framework for automating end-to-end astronomical observations
Communications Engineering
Jan 2025 Learning to Help in Multi-Class Settings
The Thirteenth International Conference on Learning Representations (ICLR 2025)
Sep 2024 Generalizing End-To-End Autonomous Driving In Real-World Environments Using Zero-Shot LLMs
The 8th Annual Conference on Robot Learning
Mar 2024 Efficient Collaboration with Unknown Agents: Ignoring Similar Agents without Checking Similarity
Extended Abstract in the Proc. of the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024)
Mar 2023 Solving Strongly Convex and Smooth Stackelberg Games Without Modeling the Follower
American Control Conference (ACC) 2023 [IEEE Xplore]
June 2022 Accelerating Model-Free Policy Optimization Using Model-Based Gradient: A Composite Optimization Perspective
Proceedings of The 4th Annual Learning for Dynamics and Control Conference [PMLR]

Preprint

Mar 2026 LaTeX Compilation: Challenges in the Era of LLMs
Nov 2024 EAPCR: A Universal Feature Extractor for Scientific Data without Explicit Feature Relation Patterns
Aug 2024 When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filter
Mar 2024 Bayes-Optimal, Robust, and Distributionally Robust Policies for Uncertain MDPs
Jan 2024 Removing Redundant Partner Policies May Be Unnecessary for Ad Hoc Teamwork

Notes

On this website, I've shared some notes from my Ph.D. journey. If you encounter any problems or spot any inaccuracies in the notes, please don't hesitate to reach out to me. You can email me at yansong@liii.pro. For a complete list of all the notes I've published here, please refer to here.

More Photos

Figure. Taken at Shenzhen in 2020

Figure. Taken at 中国人民大学 in 2025