Zhiying
Wu

First-author and corresponding-author papers are listed first. * Corresponding author.

1. 2025

   First author

   Hunting in the Dark Forest: A Pre-trained Model for On-chain Attack Transaction Detection in Web3

   Zhiying Wu, J. Wu, H. Zhang, Z. Zheng, W. Wang

   Proceedings of The Web Conference (WWW), 4519–4530

2. 2024

   First author

   DAppFL: Just-in-Time Fault Localization for Decentralized Applications in Web3

   Zhiying Wu, J. Wu, H. Zhang, Z. Li, J. Chen, Z. Zheng, et al.

   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)

3. 2023

   First author

   Know Your Transactions: Real-time and Generic Transaction Semantic Representation on Blockchain & Web3 Ecosystem

   Zhiying Wu, J. Liu, J. Wu, Z. Zheng, X. Luo, T. Chen

   Proceedings of The Web Conference (WWW), 1918–1927

4. 2023

   First author

   TRacer: Scalable Graph-based Transaction Tracing for Account-based Blockchain Trading Systems

   Zhiying Wu, J. Liu, J. Wu, Z. Zheng, T. Chen

   IEEE Transactions on Information Forensics and Security, 18, 2609–2621

5. 2025

   Corresponding author

   CCIHunter: Enhancing Smart Contract Code-Comment Inconsistencies Detection via Two-Stage Pre-training

   Ziwei Li, Jiajing Wu*, Zhiying Wu*, et al.

   ACM Transactions on Software Engineering and Methodology (TOSEM)

6. 2025

   Malo in the Code Jungle: Explainable Fault Localization for Decentralized Applications

   Hui Zhang, Jiajing Wu*, Zhiying Wu, et al.

   IEEE Transactions on Software Engineering (TSE)

7. 2024

   Fishing for Fraudsters: Uncovering Ethereum Phishing Gangs with Blockchain Data

   J. Liu, J. Chen, J. Wu, Z. Wu, J. Fang, Z. Zheng

   IEEE Transactions on Information Forensics and Security, 19, 3038–3050

8. 2025

   Safeguarding Blockchain Ecosystem: Understanding and Detecting Attack Transactions on Cross-chain Bridges

   J. Wu, K. Lin, D. Lin, B. Zhang, Z. Wu, J. Su

   Proceedings of The Web Conference (WWW), 4902–4912

9. 2024

   2DynEthNet: A Two-Dimensional Streaming Framework for Ethereum Phishing Scam Detection

   J. Yang, W. Yu, J. Wu, D. Lin, Z. Wu, Z. Zheng

   IEEE Transactions on Information Forensics and Security

10. 2025

    SolPhishHunter: Toward Detecting and Understanding Phishing on Solana

    Ziwei Li, Zigui Jiang, Ming Fang, Jiaxin Chen, Zhiying Wu, et al.

    IEEE Transactions on Information Forensics and Security (TIFS)

11. 2024

    Bubble or Not: An Analysis of Ethereum ERC721 and ERC1155 Non-fungible Token Ecosystem

    Yixiang Tan, Zhiying Wu, Jieli Liu, Jiajing Wu*, et al.

    IEEE International Symposium on Circuits and Systems (ISCAS)