Qian Wang

Qian Wang

CS Ph.D. candidate @ NUS

I am now a Computer Science Ph.D. candidate at National University of Singapore, advised by Prof. Bingsheng He.

At present, my research interest lies in LLM Agents, LLM Reasoning/Evaluation/Safety/Fairness, and Cryptocurrency. I believe LLMs should be developed and deployed in a way that benefits all of humanity, not just a privileged segment. I also have research experience in Graph Neural Networks and Deep Time Series Models. If you have any questions or research topics you’d like to discuss, please feel free to contact me at persdre@gmail.com. Or you can add my wechat:codemuse. I am always open to collaboration!

🔥 News

  • 2025.03:  One paper was accepted by JMIR Infodemiology after a two-year review process.
  • 2025.03:  Two paper were accepted by ICLR 2025 FM-Wild Workshop. One was selected as oral (10/140).
  • 2025.03:  One paper was accepted by ICLR 2025 Advances in Financial AI Workshop.
  • 2025.02:  One paper was accepted by TKDE.
  • 2025.02:  Qian was invited to serve as a reviewer for ICLR 2025 LLM Reason and Plan Workshop.
  • 2025.02:  Qian was invited to serve as a reviewer for ACL 2025.
  • 2025.01:  Two papers were accepted to ICLR 2025 BlogPosts Track. Looking forward to seeing you in Singapore!
  • 2025.01:  Qian was invited to serve as a Program Committee for IJCAI 2025.
  • 2024.11:  One paper was accepted to ACM Computing Surveys.
  • 2024.09:  One paper was accepted to NeurIPS 2024.
  • 2024.09:  Qian was invited to serve as a Program Committee for AAAI 2025.
  • 2024.09:  One paper was accepted to EMNLP 2024 (Main).
  • 2024.08:  Qian won Research Achievement Award.
  • 2024.08:  Qian was invited to serve as a reviewer for ICLR 2025.
  • 2024.06:  Qian was invited to serve as a reviewer for NeurIPS 2024.
  • 2024.05:  Qian passed her Ph.D. Qualifying Examination.
  • 2024.03:  LegalExpert won The Venture Initiation Program@SoC in NUS with SGD10K! LegalExpert offers immediate, professional legal explanations and document assistance powered by LLM technology. Slides

📝 First-author Publications

(I have listed some of my first-author papers here. My complete list of publications is available on my Google Scholar.)

  • [ICLR 2025 FM-Wild Workshop] (Oral) All It Takes Is One Prompt: An Autonomous LLM-MA System Paper

  • [ICLR 2025 FM-Wild Workshop] AgentTaxo: Dissecting and Benchmarking Token Distribution of LLM Multi-Agent Systems Paper

  • [ICLR 2025 Blogposts Track] From ChatGPT to DeepSeek: Can LLMs Simulate Humanity? Paper

  • [EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading. Paper Code

  • [ICLR 2024] EX-Graph: A Pioneering Dataset Bridging Ethereum and X. Paper Code

  • [Bachelor Dissertation] Analyzing the Profiles of Celebrities in NFT: A Graph Analysis. Paper

📖 Educations

  • 2023 - Now, Ph.D. Student, Computer Science, National University of Singapore
  • 2019 - 2022, Bachelor, Computer Science with a Minor in Economics, National University of Singapore
  • 2017 - 2019, Undergraduate, Chemistry, Shanghai Jiao Tong University

💬 Invited Talks/Interviews

  • 2025, Qian was invited to give a talk about her ICLR 2025 BlogPost “Can LLMs Truly Simulate Humanity? A Deep Dive” by AI Time. You can watch the video here.

  • 2024, Qian was interviewed by the Open Source Promotion Plan (OSPP), a summer program organized by the Institute of Software at the Chinese Academy of Sciences. You can read the interview here.

  • 2023, Qian was invited to give a talk of EX-Graph at The Hong Kong University of Science and Technology (Guangzhou). Slides

🏆 Awards

💻 Internships

  • 2022, Algorithm Tutor, OI Wiki, GitHub
  • 2021, Backend Engineer Intern, Ant Group, Shanghai
  • 2020, Python Tutor, InterMine, University of Cambridge

🔥 Service

  • 2023 - Now, Seminar Organizer, Xtra Lab, NUS
  • 2023 - Now, Fire Warden, School of Computing, NUS