Welcome to my homepage! I am a Ph.D. student at HKU CS, advised by Prof. C.M. Kao. I also work with the NLP group of Shanghai AI Lab and HKUNLP, focusing on topics related to LLM Agents. Previously, I was a master’s student at NUS, advised by Dr. Xiaoli Li at the Institute for Infocomm Research (I2R), A*STAR. Before that, I completed my B.Eng with distinction in the School of Data Science and Engineering (DaSE) at East China Normal University, where I was privileged to be instructed by Prof. Weining Qian, Prof. Xuesong Lu, and Prof. Xiang Li for research and engineering projects.

My research interests include neural code intelligence, LLM-based agents, and broad deep learning topics in general.

πŸ”₯ News

  • 2024.08: ⭐️⭐️ (Physically) started my PhD at The University of Hong Kong πŸ‡­πŸ‡°!
  • 2024.07: πŸŽ‰πŸŽ‰ One paper get accepted by COLM 2024! See you at Upenn!
  • 2024.05: πŸ₯‚πŸ₯‚ Four papers are accepted by ACL 2024! See you in Bangkok!
  • 2024.03: πŸ“‘πŸ“‘ Check out our Code Intelligence Survey PaperπŸ”₯
  • 2024.02: πŸŽ“πŸŽ“ Graduated from National University of Singapore.
  • 2023.12: ⛱️⛱️ Attending EMNLP 2023 in SG πŸ‡ΈπŸ‡¬
  • 2023.07: ✨✨ Started my research intern at NLP Group, Shanghai AI Lab
  • 2023.05: πŸš€πŸš€ HugNLP Framework (CIKM'23 Best Demo Paper) is ready for use! Please check our Paper, Repo and Blogs
  • 2023.05: πŸ‘πŸ‘ We release SelfAware for benchmarking LLMs' self-knowledge
  • 2023.01: 🌟🌟 Started my research intern at I2R, A*STAR, Singapore
  • 2022.12: πŸŽ‰πŸŽ‰ Our team won second prize (100k RMB) in the International Algorithm Case Competition: PLM Tuning Track.
  • 2022.08: πŸ“šπŸ“š Started my master's studies at National University of Singapore. πŸ‡ΈπŸ‡¬
  • 2022.07: πŸŽ“πŸŽ“ Awarded outstanding UG thesis and graduated from ECNU as a Shanghai Outstanding Graduate.
  • 2021.09: πŸ“šπŸ“š Started serving as a TA for Deep Learning for Computer Vision course this semester.
  • 2021.05: πŸ†πŸ† Led my team to win the Finalist Award in the Mathematical and Interdisciplinary Contest in Modeling!
  • 2021.02: ❄️❄️ Attending Data Science Winter School at Imperial College London.

πŸ“ Publications

Survey
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A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond πŸ”₯πŸ”₯

Qiushi Sun, Zhirui Chen, Fangzhi Xu, Chang Ma, Kanzhi Cheng, Zhangyue Yin, Jianing Wang, Chengcheng Han, Renyu Zhu, Shuai Yuan, Pengcheng Yin, Qipeng Guo, Xipeng Qiu, Xiaoli Li, Fei Yuan, Lingpeng Kong, Xiang Li, Zhiyong Wu

[Paper] | [Slides] | [Project] | [Video] |

Let me walk you through the development of neural code intelligence:

  • Follow LMs for code as a thread to trace the field’s development πŸš€
  • Explore cross-domain synergies and opportunities 🌱
  • Present a broad array of promising research avenues πŸ’‘

*Denotes equal contribution. More working drafts / preprints under review will be released later βŒ›οΈ

πŸ’» Internships

πŸŽ– Honors and Awards

  • 2023.10 CIKM Best Demo Paper Award, ACM & SIGIR
  • 2022.12 International Algorithm Case Competition: PLM Tuning, Second Prize, Guangdong-Hong Kong-Macao Greater Bay Area
  • 2022.07 Shanghai Outstanding Graduates, Shanghai Municipal Education Commission
  • 2022.05 Excellent Bachelor Thesis Award, East China Normal University
  • 2021.11 Outstanding Student, East China Normal University
  • 2021.10 First Class Scholarship, East China Normal University
  • 2021.05 Finalist (Special Class Prize), Mathematical and Interdisciplinary Contest in Modeling

πŸ§‘β€πŸ« Teaching

I serve(d) as a teaching assistant for:

  • COMP7607: Natural Language Processing (for masters), HKU, 2024 Fall. Instructor: Lingpeng Kong
  • Deep Learning for Computer Vision (for UG), ECNU, 2021 Fall. Instructor: Xuesong Lu

πŸ“– Educations

  • 2024.08 - Present, Ph.D, The University of Hong Kong , Hong Kong SAR.
  • 2022.08 - 2024.01, Master, National University of Singapore , Singapore.
  • 2018.09 - 2022.07, Undergraduate, School of Data Science and Engineering, East China Normal University , Shanghai, China.
  • 2011.09 - 2018.07, Middle School, Pudong Foreign Languages School , SISU, Shanghai, China.

πŸ” Services

  • I serve(d) as a reviewer / program committee member for the following conferences, journals, and workshops:
    • Conferences: EMNLP’22, ACL’23, CIKM’23, EMNLP’23(Best Reviewer Award), ICLR’24, NeurIPS’24, NLPCC’24, ICLR’25.
    • Journals: ACL Rolling Review (2023.4 - Present).
    • Workshops: WiNLP’24.

β€œWhat’s past is prologue.” – William Shakespeare (The Tempest)