I am now a Computer Science Ph.D. candidate at National University of Singapore, supervised by Prof. Bingsheng He. I got my bachelor degree from National University of Singapore. Before that, I was an undergraduate from Zhiyuan College, Shanghai Jiao Tong University.

At present, my research interest lies in LLM Agents and Cryptocurrency. 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.

🔥 News

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
2024.02: Qian was invited to serve as a reviewer for SIGKDD 2024.
2024.01: Qian’s first paper, where Qian was the first author, was accepted as a poster at ICLR 2024!
2023.09: Stablecoin On-Chain Vigilance Project was successfully included in the final selection for the SBIP 2023! Slides

📝 Selective Publications

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

[EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading. (Project Lead) Paper Code
[ICLR 2024] EX-Graph: A Pioneering Dataset Bridging Ethereum and X. Paper Code
Enhancing LLM Trading Performance with Fact-Subjectivity Aware Reasoning. Paper Code
MegaAgent: A Practical Framework for Autonomous Cooperation in Large-Scale LLM Agent Systems. Paper Code

📖 Educations

2023.01 - Now, Ph.D. Student, Computer Science, National University of Singapore
2019.08 - 2022.12, Bachelor, Computer Science with a Minor in Economics, National University of Singapore
2017.09 - 2019.06, Undergraduate, Chemistry, Shanghai Jiao Tong University

💬 Invited Talks/Interviews

2024.09, 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.
2023.12, Qian was invited to give a talk of EX-Graph at The Hong Kong University of Science and Technology (Guangzhou). Slides

🏆 Awards

2024.08, Research Achievement Award, NUS
2024.03, Venture Initiation Program@SoC, NUS
2019.08 - 2022.08, Ong Sin Seng & Lim Song Kie Bursary, NUS
2019.02, Third-Class Academic Scholarship, SJTU
2018.12, Zhiyuan Honors Scholarship, SJTU
2018.10, Soh Bing Undergraduate Scholarship, Shanghai
2017.12, Zhiyuan Honors Scholarship, SJTU
2017.09, Zhiyuan Honors Program (Top 5% in all undergraduates), SJTU
2017.06, Top 0.1% in Chinese Science Gaokao, Anhui
2017.04, Top 0.3% in Tsinghua University’s Independent Admission Program, Anhui
2016.02, Soh Bing High School Student Scholarship, Fuyang

💻 Internships

2022.05 - 2022.08, Algorithm Tutor, OI Wiki, GitHub
2021.05 - 2021.08, Backend Engineer Intern, Ant Group, Shanghai
2020.05 - 2020.08, Python Tutor, InterMine, University of Cambridge

🔥 Service

2023.08 - Now, Seminar Organizer, Xtra Lab, NUS
2023.08 - Now, Fire Warden, School of Computing, NUS