钱鹏，男，博士，于2025年获浙江大学人工智能专业博士学位。主要研究方向为人工智能安全，区块链安全，漏洞挖掘等。已在TSE、TIFS、TKDE、TDSC、ICSE、ISSTA、WWW、ICDE、IJCAI等国际权威期刊与会议上发表论文20余篇，其中以第一/通讯作者身份发表CCF A类论文10篇。申请国家发明专利近20项、授权10余项。
研究成果曾获《软件学报》2024年高影响力论文、IEEE CCIS会议最佳论文提名奖，多篇论文入选 ESI高被引论文，谷歌学术论文引用量超过2000次。欢迎同行与学生交流合作。
曾主持或参与国家重点研发计划、浙江省“尖兵领雁”计划、上海市科技创新行动计划、浙江省教育厅一般科研项目等多项项目。长期担任IEEE TIFS (CCF A类)、IEEE TDSC (CCF A类)、ACM TOSEM (CCF A类)、IJCAI (CCF A类)、IEEE TNSM等国际权威期刊和会议的审稿人。
代表性论文（*表示通讯作者）：
1. Peng Qian, Hanjie Wu, Zeren Du, Turan Vural, Dazhong Rong, Zheng Cao, Lun Zhang, Yanbin Wang, Jianhai Chen, Qinming He. Mufuzz: Sequence-aware mutation and seed mask guidance for blockchain smart contract fuzzing. IEEE International Conference on Data Engineering (ICDE). 2024. 1972-1985. (CCF A类会议)
2. Peng Qian, Jianting He, Lingling Lu, Siwei Wu, Zhipeng Lu, Lei Wu, Yajin Zhou, Qinming He. Demystifying random number in ethereum smart contract: Taxonomy, vulnerability identification, and attack detection. IEEE Transactions on Software Engineering (TSE). 2023. 49(7): 3793-3810. (CCF A类期刊)
3. Peng Qian, Zhenguang Liu, Yifang Yin, Qinming He. Cross-modality mutual learning for enhancing smart contract vulnerability detection on bytecode. The ACM web conference (WWW). 2023. 2220-2229. (CCF A类会议)
4. Peng Qian, Xinlei Ying, Jiashui Wang, Long Liu, Lun Zhang, Jianhai Chen, Qinming He. FreeWavm: Enhanced WebAssembly Runtime Fuzzing Guided by Parse Tree Mutation and Snapshot. International Symposium on Software Testing and Analysis (ISSTA). 2025. 159-181. (CCF A类会议)
5. Juanen Li, Peng Qian, Guanyan Li, Rui Wang, Peixin Wang, Zhiqing Tang, Fuchen Ma, Yuanliang Chen, Lun Zhang. EchoFuzz: Empowering Smart Contract Fuzzing with Large Language Models. International Conference on Software Engineering (ICSE). 2026. Accepted. (CCF A类会议)
6. Zhenguang Liu, Peng Qian*, Jiaxu Yang, Lingfeng Liu, Xiaojun Xu, Qinming He, Xiaosong Zhang. Rethinking smart contract fuzzing: Fuzzing with invocation ordering and important branch revisiting. IEEE Transactions on Information Forensics and Security (TIFS). 2023. 18: 1237-1251. (CCF A类期刊)
6. Zhenguang Liu, Peng Qian*, Xiaoyang Wang, Yuan Zhuang, Lin Qiu, Xun Wang. Combining graph neural networks with expert knowledge for smart contract vulnerability detection. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2021. 35(2): 1296-1310. (CCF A类期刊)
8. Jiashui Wang, Peng Qian*, Xilin Huang, Xinlei Ying, Yan Chen, Shouling Ji, Jianhai Chen, Jundong Xie, Long Liu. Tacoma: Enhanced Browser Fuzzing with Fine-Grained Semantic Alignment. ACM International Symposium on Software Testing and Analysis (ISSTA). 2024. 1174-1185. (CCF A类会议)
9. Zhengjie Huang, Yunyang Huang, Peng Qian*, Jianhai Chen, Qinming He. Demystifying bitcoin address behavior via graph neural networks. IEEE International Conference on Data Engineering (ICDE). 2023. 1747-1760. (CCF A类会议)
10. Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji. Smart contract vulnerability detection: from pure neural network to interpretable graph feature and expert pattern fusion. International Joint Conferences on Artificial Intelligence (IJCAI). 2021. 2751-2759. (CCF A类会议)
11. Yuan Zhuang, Zhenguang Liu, Peng Qian, Qi Liu, Xiang Wang, Qinming He. Smart Contract Vulnerability Detection Using Graph Neural Networks. International Joint Conferences on Artificial Intelligence (IJCAI). 2020. 3283–3290. (CCF A类会议)
12. Peng Qian, Rui Cao, Zhenguang Liu, Wenqing Li, Ming Li, Lun Zhang, Yufeng Xu, Jianhai Chen, Qinming He. Comprehensive Review of Smart Contract and DeFi Security: Attack, Vulnerability Detection, and Automated Repair. Expert Systems with Applications. 2025. (中科院一区，CCF C类期刊)
13. 钱鹏，刘振广，何钦铭，黄步添，田端正，王勋. 智能合约安全漏洞检测技术研究综述. 软件学报. 2021. 33(8): 3059-3085. (CCF A类中文期刊)