About me

I am currently pursuing my PhD degree in Computer Science and Technology at the School of Computer Science and Engineering, Southeast University, under the supervision of Prof. Shimin Di, as a member of the DEFENSE Group led by him. Previously, I obtained my Master's degree in Computer Science and Technology from the School of Computer Science and Technology, Zhejiang Normal University, supervised by Prof. Jia Zhu in the Zhejiang Key Laboratory of Intelligent Education Technology and Application.

My research interests focus on Large Language Models (LLMs), with three main directions:

  • [Retrieval-Augmented Generation (RAG)]: Dynamic Retrieval for detecting hallucinations in LLMs, including When to Retrieve and What to Retrieve.
  • [LLM Agents]: Harness Self-Evolution, Agent Tool Use, Memory, and Long-Horizon Agents.
  • [AI for Science (AI4Sci)]: Scientific Agents and Scientific Discovery.

News

  • Jun 2026 — I received the President's Special Award from Zhejiang Normal University (approximately 4.7% of graduates).
  • Apr 2026 — Our three papers KCVR, RSDA, and ACR were accepted to ACL 2026 (Main/Main/Findings). [Acceptance rate: Main 18.9%; Findings 17.8%] They may be presented in San Diego, USA, in July 2026.
  • Nov 2025 — Our three papers ADOSE, DuAF-MAT, and TIV were accepted to AAAI 2026. [Acceptance rate: ~17.5%] They may be presented in Singapore in January 2026.
  • Nov 2025 — Our one paper Video-Seer was accepted to IEEE Transactions on Multimedia.
  • Oct 2025 — I received the National Scholarship (approximately 0.54% university-wide).
  • Oct 2025 — Our one paper KE-LPG was accepted to Arabian Journal for Science and Engineering.
  • Jul 2025 — Our one paper MM-TBA was accepted to Scientific Data.
  • Jul 2025 — Our one paper RG-MEO was accepted to ACAIT 2025. It may be presented in Ordos, China, in July 2025.
  • Jul 2025 — Our one paper DOCTOR was accepted to ACM Multimedia 2025. [Acceptance rate: 23.5%] It may be presented in Dublin, Ireland, in October 2025.
  • May 2025 — Our one paper DioR was accepted to ACL 2025 (Main). [Acceptance rate: Main 20.3%; Findings 16.7%] It may be presented in Vienna, Austria, in July 2025.
  • Feb 2025 — Our one paper HCFCL was accepted to Applied Soft Computing.
  • Jan 2025 — Our one paper FGRCAT was accepted to Expert Systems with Applications.
  • Dec 2024 — Our one paper RaDIO was accepted to AAAI 2025. [Acceptance rate: 23.4%] It may be presented in Philadelphia, USA, in February 2025.
  • Aug 2024 — Our work received a Silver Award in the Zhejiang Provincial College Student Innovation and Entrepreneurship Competition (15% of provincial finalists).
  • Mar 2024 — Our one paper VR Teaching Platform was accepted to GCCCE 2024. It may be presented in Chongqing, China, in June 2024.
  • Jul 2024 — Our one paper KGQA was accepted to the AIEDM Workshop at APWeb-WAIM 2024. It may be presented in Jinhua, China, in August–September 2024.
  • Jun 2024 — Our one paper SLIS was accepted to ChineseCSCW 2024. It may be presented in Hohhot, China, in July 2024.
  • Sep 2023 — Our one paper DTMC was accepted to the ICDM 2023 Workshop. It may be presented in Shanghai, China, in December 2023.

Awards

Selected awards and honors.

  • President's Special Award, Zhejiang Normal University, 2026.
  • National Scholarship, 2025.
  • Silver Award, Zhejiang Provincial College Student Innovation and Entrepreneurship Competition, 2024.
  • First Prize, Zhejiang Province College Students' Advanced Mathematics Competition, 2022.
  • First Prize, Chinese Mathematics Competitions (Zhejiang Province), 2022.
  • Second Prize, National Olympiad in Biology (Zhejiang Province), 2018.

Academic Service

  • Program Committee Member: AAAI 2027.
  • Conference Reviewer: ACM MM 2026; ACL ARR 2026 January.
  • Journal Reviewer: Knowledge-Based Systems; Expert Systems with Applications; Neurocomputing; Pattern Recognition Letters; Frontiers in Artificial Intelligence; Expert Systems.

Teaching

  • Introduction to Intelligent Educational Technology and Applications — Fall 2024, Teaching Assistant, Zhejiang Normal University.