Luo Bingqiao

Luo Bingqiao

Digital Fintech PhD Student

Luo Bingqiao’s Homepage

👋🏻 About Me

I am currently a fourth-year Ph.D. student at the National University of Singapore under the guidance of Professor Bingsheng He. I earned my Bachelor’s degree in Business Analytics from the National University of Singapore. My research sits at the intersection of cryptocurrency, graph analytics, and data mining, with applications to cryptocurrency economics, and fraud/risk analysis.

🔥 News

  • [2026.02] One paper was accepted at SIGMOD 2026!
  • [2026.02] One paper was accepted at ICDE 2026!
  • [2025.09] Bingqiao gave a talk at UCL Centre for Blockchain Technologies!
  • [2025.09] Bingqiao served as a session chair for VLDB 2025.
  • [2025.07] One paper was accepted at VLDB 2025!
  • [2025.04] Bingqiao was invited to serve as a reviewer for NeurIPS 2025.
  • [2025.01] Bingqiao was invited to serve as a Program Committee for IJCAI 2025.
  • [2024.12] One paper was accepted at NeurIPS 2024!
  • [2024.11] One paper was accepted to ACM Computing Surveys. Check the survey here.
  • [2024.10] Our paper was accepted to EMNLP 2024 (Main).
  • [2024.05] Bingqiao presented at the PhD Forum at The Web Conference 2024 (WWW)!

📝 Selected Publications

Full list of papers: Google Scholar

📖 RICH: Real-time Identification of negative Cycles for High-efficiency Arbitrage Bingqiao Luo, Jiaxin Jiang, Yuhang Chen, Junyi Hou, Cheng Jun Tey, Ziyang Qiu, Bingsheng He, Spencer Xiao, Dominic Ong, Wee Howe Ang PVLDB, 2025 🔗 Paper Link

📖 Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets Bingqiao Luo, Zhen Zhang, Qian Wang, Bingsheng He NeurIPS, 2024 🔗 Paper Link

📖 CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading. Yuan Li†, Bingqiao Luo†, Qian Wang†, Nuo Chen, Xu Liu, Bingsheng He EMNLP, 2024 🔗 Paper Link † co-first authors

📖 AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective Bingqiao Luo, Zhen Zhang, Qian Wang, Anli Ke, Shengliang Lu, Bingsheng He ACM Computing Surveys, 2024 🔗 Paper Link

🎓 Education

  • 2022.08 - Present. Ph.D. in Digital Financial Technology at Asian Institute of Digital Finance (AIDF), National University of Singapore (NUS).
  • 2018.08 - 2022.05. B.S. in Business Analytics, National University of Singapore (NUS).