Shaoyin Cheng（程绍银） Ph.D.,  Associate Professor

Associate Professor, School of Cyber Science and Technology

University of Science and Technology of China


Contact Information

Address: Room 710, Dian San Building, West Campus of USTC, 443 HuangShan Road, Hefei, China, 230027
                Room C309, Discipline Building 1, High-tech Campus of USTC, 100 FuXing Road, Hefei, China, 230031

E-mail: sycheng@ustc.edu.cn

Short Biography

I was born in Hefei, China, in 1981. I received Ph.D degree from Department of Computer Science and Technology, University of Science and Technology of China in 2009 and B.S. degree form Department of Information Security, University of Science and Technology of China in 2003. Now I works in the School of Cyber Science and Technology of USTC as a faculty(教师个人主页).

Research Interests

  • Intelligent Systems and Software Security: Software vulnerability, binary analysis, intelligent system security, information security evaluation

    • Courses

  • Computer Security : Spring 2009 ~ Spring 2025
  • Software Security and Testing : Fall 2013 ~ Fall 2024

    • Selected Publications

  • Li Hu, Guoqiang Chen, Xiuwei Shang, Shaoyin Cheng, Benlong Wu, Gangyang Li, Xu Zhu, Weiming Zhang, Nenghai Yu, CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System, The 63rd Annual Meeting of the Association for Computational Linguistics(ACL 2025), Vienna, Austria, July 27–August 1st, 2025.
  • Xiuwei Shang, Guoqiang Chen, Shaoyin Cheng, Benlong Wu, Li Hu, Gangyang Li, Weiming Zhang, Nenghai Yu, BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models, The 34th International Joint Conference on Artificial Intelligence(IJCAI-25), Montreal, Canada, August 16-22, 2025.
  • Xiuwei Shang, Guoqiang Chen, Shaoyin Cheng, Shikai Guo, Yanming Zhang, Weiming Zhang, Nenghai Yu, FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs, Accepted by ACM Transactions on Software Engineering and Methodology, TOSEM 2025.
  • Junqi Zhang, Shaoyin Cheng, Linqing Hu, Jie Zhang, Chengyu Shi, Xingshuo Han, Tianwei Zhang, Yueqiang Cheng, Weiming Zhang, The Ghost Navigator: Revisiting the Hidden Vulnerability of Localization in Autonomous Driving, The 34th USENIX Security Symposium(USENIX Security'25), Seattle, WA, USA, August 13-15, 2025.
  • Linqing Hu, Junqi Zhang, Jie Zhang, Shaoyin Cheng, Yuyi Wang, Weiming Zhang, Nenghai Yu, Security analysis and adaptive false data injection against multi-sensor fusion localization for autonomous driving, Information Fusion, Volume 117, May 2025.
  • Linqing Hu, Junqi Zhang, Shaoyin Cheng, Weiming Zhang, Nenghai Yu, A Deep Reinforcement Learning Approach for Adaptive GPS Spoofing against Multi-Sensor Fusion Localization System, The 20th International Conference on Mobility, Sensing and Networking(MSN'24), Harbin, China, December 20-22, 2024.
  • Xiuwei Shang, Shaoyin Cheng, Guoqiang Chen, Yanming Zhang, Li Hu, Xiao Yu, Gangyang Li, Weiming Zhang, Nenghai Yu, How Far Have We Gone in Stripped Binary Code Understanding Using Large Language Models, the 40th IEEE International Conference on Software Maintenance and Evolution (ICSME'24), Flagstaff, AZ, USA, October 6-11, 2024.
  • Jiaqi Xiong, Guoqiang Chen, Kejiang Chen, Han Gao, Shaoyin Cheng, Weiming Zhang, HexT5: Unified Pre-training for Stripped Binary Code Information Inference, The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE'23), Kirchberg, Luxembourg, September 11-15, 2023.
  • Guoqiang Chen, Han Gao, Jie Zhang, Yanru He, Shaoyin Cheng, Weiming Zhang, Investigating Neural-based Function Name Reassignment from the Perspective of Binary Code Representation, The 20th Annual International Conference on Privacy, Security & Trust (PST'23), Copenhagen, Denmark, August 21-23, 2023.
  • Jiaqi Xiong, Shaoyin Cheng, Han Gao, Weiming Zhang, Efficiently Identifying Binary Similarity Based on Deep Hashing and Contrastive Learning, The 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA'23), Chengdu, China, April 26-28, 2023.
  • Zhaoying Wang, Jian Li, Kaiping Xue, Shaoyin Cheng, Nenghai Yu, Qibin Sun, Jun Lu, An Asynchronous Entanglement Distribution Protocol for Quantum Networks, IEEE Network, vol. 36, no. 5, pp. 40-47, September/October 2022.
  • Han Gao, Shaoyin Cheng, Yinxing Xue, Weiming Zhang, A Lightweight Framework for Function Name Reassignment Based on Large-Scale Stripped Binaries, The 30th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA'21), July 11-17, Online, 2021. Received the ACM SIGSOFT Distinguished Paper Award
  • Han Gao, Shaoyin Cheng, Weiming Zhang, GDroid: Android Malware Detection and Classification with Graph Convolutional Network, Computers & Security, Volume 106, July 2021.
  • Jinjing Huang, Shaoyin Cheng, Songhao Lou, Fan Jiang, Image steganography using texture features and GANs, 2019 International Joint Conference on Neural Networks (IJCNN'19) , July 14-19, Budapest, Hungary, 2019.
  • Fan Jiang, Cen Zhang, Shaoyin Cheng, FFFuzzer: Filter Your Fuzz to Get Accuracy, Efficiency and Schedulability, 22nd Australasian Conference on Information Security and Privacy (ACISP'17), July 3-5, Auckland, New Zealand, 2017.
  • Guoyou Sun, Shaoyin Cheng, Fan Jiang, Strengthen Software-Defined Network in Cloud, 18th IEEE International Conference on High Performance Computing and Communications (HPCC'16), December 12-14, Sydney, Australia, 2016.
  • Jiang Fan, Cheng Shaoyin, TTCN-3 Language and Application（TTCN-3语言及应用）, Science Press, March 2014.
  • Hui Ye, Shaoyin Cheng, Lanbo Zhang, Fan Jiang, DroidFuzzer: Fuzzing the Android Apps with Intent-Filter Tag, The 11th International Conference on Advances in Mobile Computing & Multimedia (MoMM'13), Vienna, Austria, December 2-4, 2013.
  • Xiang Li, Shaoyin Cheng, Wenlong Chen, Fan Jiang, Effective Method for Promoting Viral Marketing in Microblog, ASE/IEEE International Conference on Social Computing(SocialCom'13), Washington DC, USA, September 8-14, 2013.
  • Shaoyin Cheng, Jun Yang, Jiajie Wang, Jinding Wang, Fan Jiang, LoongChecker: Practical summary-based semi-simulation to detect vulnerability in binary code, Proceedings of the 10th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom'11), Changsha, China, November 2011. Received Best Paper Award
  • Shaoyin Cheng, Jinding Wang, Jiajie Wang, Jun Yang, Fan Jiang, PDVDS: A Pattern-Driven Software Vulnerability Detection System, Proceedings of the 8th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC'10), Hong Kong SAR, China, December 2010.
  • Shaoyin Cheng, Fan Jiang, Jiajie Wang, Tao Zhang, Xuezhi Xing, DBTG: Demand-Driven Backtracking Test Generation, Proceedings of the 9th International Conference for Young Computer Scientists (ICYCS'08), Zhangjiajie, Hunan, China, November 2008.

    • Projects

  • Research on evaluation method of quantum key distribution, Sponsored by MOST, 2020-2025, PI-USTC
  • Research on security analysis of autonomous driving system, Sponsored by Anhui Province Key Laboratory, 2021-2024, PI
  • Research on Data Security of Artificial Intelligence systems, Sponsored by MIIT, 2019-2021, PI-USTC

    • Useful Links

  • Conferences: ACM; IEEE; USENIX; IACR
  • Most Recent Call for Papers by Grid@HUST
  • The List of International Academic Periodicals and Conferences by CCF
  • Computer Security Conference Ranking and Statistic by Guofei Gu
  • Collected Advice on Research and Writing by Mark Leone
    • Last modified: May 1, 2025

    Copyright (C) 2004-2040 sycheng@ustc.edu.cn. All Rights Reserved.