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
- 2024, Research Achievement Award, NUS
- 2024, Venture Initiation Program@SoC (10K SGD), NUS
- 2019 - 2022, Ong Sin Seng & Lim Song Kie Bursary, NUS
- 2019, Academic Scholarship, SJTU
- 2018, Zhiyuan Honors Scholarship, SJTU
- 2018, Soh Bing Undergraduate Scholarship, Shanghai
- 2017, Zhiyuan Honors Scholarship, SJTU
- 2017, Zhiyuan Honors Program (Top 5% in all undergraduates), SJTU
- 2016, Soh Bing High School Student Scholarship, Fuyang
💻 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