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

• M.S. in Dept. of Artificial Intelligence

  2023.9-2026.6
  Beijing University of Posts and Telecommunications (BUPT)
• B.S. in Dept. of Electronic Engineering

  2019.9-2023.6
  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
• GAIR

  2025.2 - Now
  SII & SJTU

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