Summary

My research interests primarily focus on LLM Agents automation, including both expanding the range of agent applications via agent itself and using agents to discover new Nobel Prize-level laws/rules. I believe combining search with powerful LLM is the way to AGI. I have published several papers at prominent NLP conferences, including ICLR, ICML, EMNLP, CIKM, and NAACL.

Education

• Ph.D., GAIR

  Now
  Shanghai Innovation Institute (SII) & Shanghai Jiao Tong University (SJTU)
• M.S. in Dept. of Artificial Intelligence

  2026.6
  Beijing University of Posts and Telecommunications (BUPT)
• B.S. in Dept. of Electronic Engineering

  2023.6
  Beijing University of Posts and Telecommunications (BUPT)

  GPA: 93.18/100 (3.88/4.0)

Visiting Experience

• C3I Group

  2022.10 - 2024.8
  Tsinghua University

Industry Experience

• Meituan, NLP Center

  2024.1 - 2025.3
  Algorithm Intern

  Research Intern on Agent and data synthesis.

Publications

• InnovatorBench: Evaluating Agents' Ability to Conduct Innovative LLM Research

  2025
  ICLR 2026

  View Publication
• daVinci-Env: Open SWE Environment Synthesis at Scale

  2026
  working in progress

  View Publication
• daVinci-Dev: Agent-native Mid-training for Software Engineering

  2026
  ICML 2026 spotlight

  View Publication
• daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently

  2026
  working in progress

  View Publication
• AgentRefine: Enhancing Agent Generalization through Refinement Tuning

  2025
  ICLR 2025

  View Publication
• DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

  2025
  EMNLP 2025 Main

  View Publication
• MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making

  2024
  EMNLP 2024 Main

  View Publication
• How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data

  2024
  EMNLP 2024 Main

  View Publication
• CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

  2024
  ICLR 2025

  View Publication
• PreAct: Prediction Enhances Agent's Planning Ability

  2024
  Coling 2025

  View Publication
• Agencybench: Benchmarking the frontiers of autonomous agents in 1m-token real-world contexts

  2026
  ACL 2026

  View Publication
• On Large Language Models' Hallucination with Regard to Known Facts

  2024
  NAACL 2024 Main

  View Publication
• DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations

  2024
  NAACL 2024 Findings

  View Publication
• A multi-task semantic decomposition framework with task-specific pre-training for few-shot ner

  2023
  CIKM 2023

  View Publication
• A prototypical semantic decoupling method via joint contrastive learning for few-shot named entity recognition

  2023
  ICASSP 2023

  View Publication
• Revisit out-of-vocabulary problem for slot filling: A unified contrastive framework with multi-level data augmentationss

  2023
  ICASSP 2023

  View Publication
• Semi-supervised knowledge-grounded pre-training for task-oriented dialog systems

  2022
  SereTOD2022, EMNLP 2022 Workshop

  View Publication

Skills

Languages

Honors & Awards

• Excellent First-class Scholarship for Master Students, BUPT

  2023, 2024
• the 1st Award on SereTOD Challenge 2022 track 2

  2022
• National Scholarship(Top 1%)

  2021
• First Prize in The Chinese Mathematics Competitions

  2020, 2021, 2022

Service and leadership

Reviewer for

• ICLR 2025, ICLR 2026
• ICML 2026
• COLM 2026
• ACL ARR 2024 June, August, October, December
• ACL ARR 2025 February, May, October
• ACL ARR 2026 January, March