News

Sep 2026
MOSAIC is accepted to NeurIPS 2026. See the code.
Sep 2026
We released RSIAgent, a framework for recursive self-improvement in new environments. Curriculum, actor, and verifier agents autonomously explore, verify outcomes, and consolidate experience into memory that guides subsequent rounds. Built on open-source GLM-5.3 and Kimi-K3, it outperforms GPT-6 Astra in partial-credit scores on OSWorld 2.0 and Agents’ Last Exam. Hugging Face Daily Papers #6 (Sep 15, 2026); Headline feature in Synced (机器之心), an AI news outlet. See the code and project page.
Aug 2026
I started a part-time research internship at Aether AI.
Aug 2026
We released Agentic Commerce World (ACWorld), an auditable and verifiable environment for agentic commerce. See the code.
Jul 2026
We released Paying for Honesty Without Knowing the Truth, on reputation-penalty design for LLM marketplace agents.
Jul 2026
CoEvoSkills is accepted to COLM 2026.
Jun 2026
We released Scaling LLM Agent Learning with Data Synthesis, a comprehensive survey of data synthesis for LLM agents.
May 2026
We released CorVer, lightweight corpus-grounded process supervision for factual question answering. See the code.
May 2026
We released MOSAIC, a method for interpretable module discovery in scientific time series. See the code.
Apr 2026
TRACE is accepted to ICML 2026.
Apr 2026
We released CoEvoSkills, self-evolving agent skills via co-evolutionary verification. See the code.
Jan 2026
We released TRACE, trajectory recovery for continuous mechanism evolution in causal representation learning. See the code.
Aug 2025
I started my Ph.D. in Computer Science at the University of Illinois Chicago.