CV
Education
- Ph.D., Digital Financial Technology, National University of Singapore — Aug 2022 – Aug 2027
- B.Sc., Business Analytics (Honours, Highest Distinction), National University of Singapore — 2018 – 2022
Experience
- Data Analytics Intern, Dyson — May 2021 – Aug 2021 · Singapore
Worked in the Digital Motors Team on data-driven optimization of motor assembly processes. - Research Assistant (Part-time), National University of Singapore — Dec 2020 – Apr 2021
Project: Governance, Ideology, and the Chinese Economy — Big Data & Geospatial Analysis - Data Analytics Intern, DBS Bank — Jun 2020 – Nov 2020 · Singapore
Group Audit — Data Analytics & Robotics Team (DART)
Selected Publications
📖 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
📖 Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT
Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He
NeurIPS, 2023
📖 Bert4Eth: A Pre-trained Transformer for Ethereum Fraud Detection
Sihao Hu, Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He, Ling Liu
The ACM Web Conference (WWW), 2023
Honors & Awards
- Research Achievement Award, National University of Singapore (2025)
- Science & Technology Undergraduate Scholarship, National University of Singapore (2018-2022)
Teaching
- Teaching Assistant, BT3102 Computational Methods for Business Analytics — 2021
✉️ Contact
📧 luo.bingqiao@u.nus.edu 📚 Google Scholar 🔗 LinkedIn