Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT. - Zhen Zhang 023; Bingqiao Luo; Shengliang Lu; Bingsheng He (NeurIPS, 2023)

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection. - Sihao Hu; Zhen Zhang 023; Bingqiao Luo; Shengliang Lu; Bingsheng He; Ling Liu 001 (WWW, 2023)

ETGraph: A Pioneering Dataset Bridging Ethereum and Twitter. - Qian Wang 002; Zhen Zhang 023; Zemin Liu; Shengliang Lu; Bingqiao Luo; Bingsheng He (CoRR, 2023)

CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading. - Yuan Li 032; Bingqiao Luo; Qian Wang 002; Nuo Chen 002; Xu Liu 014; Bingsheng He (EMNLP, 2024)

EX-Graph: A Pioneering Dataset Bridging Ethereum and X. - Qian Wang 002; Zhen Zhang 023; Zemin Liu; Shengliang Lu; Bingqiao Luo; Bingsheng He (ICLR, 2024)

Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets. - Bingqiao Luo; Zhen Zhang 023; Qian Wang 002; Bingsheng He (NeurIPS, 2024)

When Crypto Economics Meet Graph Analytics and Learning. - Bingqiao Luo (WWW (Companion Volume), 2024)

A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading. - Yuan Li 032; Bingqiao Luo; Qian Wang 002; Nuo Chen 002; Xu Liu 014; Bingsheng He (CoRR, 2024)

Enhancing LLM Trading Performance with Fact-Subjectivity Aware Reasoning. - Qian Wang 002; Yuchen Gao; Zhenheng Tang; Bingqiao Luo; Bingsheng He (CoRR, 2024)

Spade: A Real-Time Fraud Detection Framework. - Jiaxin Jiang; Zhen Zhang 023; Bingqiao Luo; Bingsheng He; Min Chen 018; Wei Yang Wang; Jia Chen (Proc. VLDB Endow., 2024)

What Limits LLM-based Human Simulation: LLMs or Our Design? - Qian Wang 002; Jiaying Wu; Zhenheng Tang; Bingqiao Luo; Nuo Chen 002; Wei Chen; Bingsheng He (CoRR, 2025)

AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective. - Bingqiao Luo; Zhen Zhang 023; Qian Wang 002; Anli Ke; Shengliang Lu; Bingsheng He (ACM Comput. Surv., 2025)