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.

As a typical ENTP, I’m positive, outgoing, and full of curiosity. If you have any questions or research topics you’d like to discuss, please feel free to contact me at persdre@gmail.com or add me on WeChat (codemuse). I’m always open to collaboration!

🔥 News

  • 2025.04:  Qian was invited to serve as a reviewer for NeurIPS 2025.
  • 2025.04:  One paper was accepted as oral by AI4X 2025.
  • 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.

📝 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

💬 Invited Talks/Interviews

  • 2025, Qian was invited to give a talk about LLM-based human simulations, invited by Yunhai Wang of Renmin University of China. Slides

  • 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

📖 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

🏆 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