I am currently a 4th year PhD student in East China Normal University, a member of the Decision Intelligence Lab, advised by Prof. Bin Yang. I earned my bachelor’s degree (2019-2023) at Shanghai University. For more information, you may take a look at my Google Scholar and GitHub . If you have any questions, feel free to contact me via WeChat (ID: EmpyreanBrightMoon).

I am actively seeking research internships and Top Talent Internship opportunities in LLM foundation model development.

Research Interests

My current research interests cover Sequential Modeling, Foundation Models, and LLMs and Agents. Here are some selected works:

• LLMs and Agents: Exploring the potential of large language models and agents in real-world applications (ST-EVO, DMoA, CRPO, ClawTrack);
• Sequential Modeling: Focusing on expert models and representation learning (CATCH, DUET, K²VAE, SRSNet);
• Foundation Models: Developing general-purpose Sequence Foundation Models (Aurora, FLAME, Horai, Aurora-X).

Internship (LLM Foundation Model)

At MiniMax (2026.08 - Present), I work on post-training computer-use agents for Office tasks through automated data generation, evaluation, and reinforcement learning.

At Meituan LongCat (2026.03 - 2026.08), I worked on LongCat 2.0 (1.6T), developing ClawTrack for trace-level agent evaluation and CRPO for long-horizon agentic reinforcement learning.