Heyuan Shi

Heyuan Shi

Associate Professor

Heyuan Shi

Heyuan Shi received the B.S. degree in School of Information Science and Engineering, Central South University, Changsha, China, in 2015, and the Ph.D. degree in School of Software, Tsinghua University, Beijing, China, in 2020. He is currently an Associate Professor with the School of Electronic Information, Central South University, Changsha, China. His current research interests include the software quality assurance.

Selected Conference Publications

  1. Heyuan Shi, Shijun Chen, Runzhe Wang, Yuhan Chen, Weibo Zhang, Qiang Zhang, Yuheng Shen, Xiaohai Shi, Chao Hu, Yu Jiang: Industry Practice of Directed Kernel Fuzzing for Open-source Linux Distribution. ASE 2024 Accepted [CCF-A]
  2. Kai Liang, Zhengxiong Luo, Yanyang Zhao, Wenlong Zhang, Ronghua Shi, Yu Jiang, Heyuan Shi* and Chao Hu: MDIplier: Protocol Format Recovery via Hierarchical Inference. ISSRE 2024 Accepted [CCF-B]
  3. Yuheng Shen, Jianzhong Liu, Yiru Xu, Hao Sun, Mingzhe Wang, Nan Guan, Heyuan Shi*, Yu Jiang*: Enhancing ROS System Fuzzing through Callback Tracing. ISSTA 2024: 76-87 [CCF-A]
  4. Jing Luo, Heyuan Shi*, Yongchao Zhang, Runzhe Wang, Yuheng Shen, Yuao Chen, Xiaohai Shi, Rongkai Liu, Chao Hu, Yu Jiang: CVECenter: Industry Practice of Automated Vulnerability Management for Linux Distribution Community. SIGSOFT FSE Companion 2024: 329-339 [CCF-A]
  5. Rongkai Liu, Heyuan Shi*, Yongchao Zhang, Runzhe Wang, Yuheng Shen, Yuao Chen, Jing Luo, Xiaohai Shi, Chao Hu, Yu Jiang: PatchBert: Continuous Stable Patch Identification for Linux Kernel via Pre-trained Model Fine-tuning. SANER 2024: 349-358 [CCF-B]
  6. Qinglong Wang, Runzhe Wang, Yuxi Hu, Xiaohai Shi, Zheng Liu, Tao Ma, Houbing Song, Heyuan Shi*: KeenTune: Automated Tuning Tool for Cloud Application Performance Testing and Optimization. ISSTA 2023: 1487-1490 [CCF-A]
  7. Yuheng Shen, Shijun Chen, Jianzhong Liu, Yiru Xu, Qiang Zhang, Runzhe Wang, Heyuan Shi*, Yu Jiang*: Brief Industry Paper: Directed Kernel Fuzz Testing on Real-time Linux. RTSS 2023: 495-499 [CCF-A]
  8. Runzhe Wang, Qinglong Wang, Yuxi Hu, Heyuan Shi*, Yuheng Shen, Yu Zhan, Ying Fu, Zheng Liu, Xiaohai Shi, Yu Jiang: Industry practice of configuration auto-tuning for cloud applications and services. ESEC/SIGSOFT FSE 2022: 1555-1565 [CCF-A]
  9. Jiawei Luo, Zihan Lai, Cong Shen, Pei Liu, Heyuan Shi*: Graph Attention Mechanism-based Deep Tensor Factorization for Predicting disease-associated miRNA-miRNA pairs. BIBM 2021: 189-196 [CCF-B]
  10. Zhipin Gu, Yuexiang Yang, Heyuan Shi*: Detecting Malicious Gradients from Asynchronous SGD on Variational Autoencoder. SRDS 2021: 321-330 [CCF-B]
  11. Heyuan Shi, Runzhe Wang, Ying Fu, Mingzhe Wang, Xiaohai Shi, Xun Jiao, Houbing Song, Yu Jiang, Jiaguang Sun: Industry practice of coverage-guided enterprise Linux kernel fuzzing. ESEC/SIGSOFT FSE 2019: 986-995 [CCF-A]

Selected Journal Publications

  1. Jinjing Shi, Zimeng Xiao, Heyuan Shi*, Yu Jiang, and Xuelong Li： QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems. ACM Trans. Softw. Eng. Methodol. Just Accepted [CCF-A]
  2. Heyuan Shi, Binqi Zeng, Ruishi Yu, Yulin Yang, Zijian Zouxia, Chao Hu, Ronghua Shi: H3NI: Non-target-specific node injection attacks on hypergraph neural networks via genetic algorithm. Neurocomputing 613: 128746 (2025) [JCR-1]
  3. Fangfang Li, Zhi Liu, Junwen Duan, Xingliang Mao, Heyuan Shi*, Shichao Zhang: Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media. ACM Trans. Knowl. Discov. Data 18(2): 33:1-33:20 (2024) [CCF-B]
  4. Kehua Guo, Liang Chen, Xiangyuan Zhu, Xiaoyan Kui, Jian Zhang, Heyuan Shi*: Double-Layer Search and Adaptive Pooling Fusion for Reference-Based Image Super-Resolution. ACM Trans. Multim. Comput. Commun. Appl. 20(1): 15:1-15:23 (2024) [CCF-B]
  5. Yu Zhan, Ying Fu, Liang Huang, Jianmin Guo, Heyuan Shi*, Houbing Song, Chao Hu: Cube-Evo: A Query-Efficient Black-Box Attack on Video Classification System. IEEE Trans. Reliab. 73(2): 1160-1171 (2024) [JCR-1]
  6. Liqiang Wu, Heyuan Shi*, Shaojing Fu, Yuchuan Luo, Ming Xu: p2Detect: Electricity Theft Detection With Privacy Preservation for Both Data and Model in Smart Grid. IEEE Trans. Smart Grid 14(3): 2301-2312 (2023) [中科院1区]
  7. Heyuan Shi, Guyu Wang, Ying Fu, Chao Hu, Houbing Song, Jian Dong, Kun Tang, Kai Liang: Abaci-finder: Linux kernel crash classification through stack trace similarity learning. J. Parallel Distributed Comput. 168: 70-79 (2022) [CCF-B]
  8. Yuheng Shen, Yiru Xu, Hao Sun, Jianzhong Liu, Zichen Xu, Aiguo Cui, Heyuan Shi*, Yu Jiang*: Tardis: Coverage-Guided Embedded Operating System Fuzzing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4563-4574 (2022) [CCF-A]
  9. Jianmin Guo, Quan Zhang, Yue Zhao, Heyuan Shi*, Yu Jiang, Jia-Guang Sun: RNN-Test: Towards Adversarial Testing for Recurrent Neural Network Systems. IEEE Trans. Software Eng. 48(10): 4167-4180 (2022) [CCF-A]
  10. Yuheng Shen, Hao Sun, Yu Jiang, Heyuan Shi*, Yixiao Yang*, Wanli Chang: Rtkaller: State-aware Task Generation for RTOS Fuzzing. ACM Trans. Embed. Comput. Syst. 20(5s): 83:1-83:22 (2021) [CCF-B]
  11. Heyuan Shi, Runzhe Wang, Ying Fu, Yu Jiang, Jian Dong, Kun Tang, Jiaguang Sun: Vulnerable Code Clone Detection for Operating System Through Correlation-Induced Learning. IEEE Trans. Ind. Informatics 15(12): 6551-6559 (2019) [中科院1区]
  12. Heyuan Shi, Yubo Zhang, Zizhao Zhang, Nan Ma, Xibin Zhao, Yue Gao, Jiaguang Sun: Hypergraph-Induced Convolutional Networks for Visual Classification. IEEE Trans. Neural Networks Learn. Syst. 30(10): 2963-2972 (2019) [CCF-B]
  13. Heyuan Shi, Xibin Zhao, Hai Wan, Huihui Wang, Jian Dong, Kun Tang, Anfeng Liu: Multi-model induced network for participatory-sensing-based classification tasks in intelligent and connected transportation systems. Comput. Networks 141: 157-165 (2018) [CCF-B]

Selected Project

  • 2025.01-2028.12, NSFC Program (No.62472448)
  • 2023.12-2025.12, Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation, Open Fund of Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation (No.CSSAE-2023-010)
  • 2024.01-2026.12, Changsha Sci-tech Key Project (No.kh2401027)
  • 2023.01-2025.12, National Key R&D Program of China (No.2022YFB3104003)
  • 2023.01-2025.12, NSFC Program (No.62202500)
  • 2023.01-2025.12, Hunan Provincial Natural Science Foundation (No.2023JJ40772)
  • 2023.04-2024.12, Hunan Provincial 14th Five-Year Plan Educational Science Research Project (No.XJK23AJD022)
  • 2022.09-2024.09, Ministry of Education Industry-University Cooperation Collaborative Education Project (No.220500643274437)
  • [completed] 2023.05-2024.05, Alibaba Innovative Research (AIR) Project, (No.CRS54WHZ11230005 24221597)
  • [completed] 2023.01-2023.12, Xiaohe Sci-Tech Talents Special Funding under Hunan Provincial Sci-Tech Talents Sponsorship Program (No.2023TJ-X40)

Selected Awards

  • Hunan Provincial Xiaohe Sci-Tech Talents, 2023

Academic Service

PC Member

  • International Symposium on Formal Methods 2024 (FM) [CCF-A]
  • CCF ChinaSoft 2024 / 软件学报（新兴软件与系统的可信赖性与安全专刊）[CCF-A]
  • IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA). 2024

Reviewer

  • IEEE Transactions on Sustainable Computing, IEEE [JCR-2]
  • IEEE Transactions on Neural Networks and Learning Systems, IEEE [CCF-B]
  • Computers & Security, Elsevier [CCF-B]
  • Journal of Systems Architecture, Elsevier [CCF-B]
  • The Journal of Supercomputing, Springer [JCR-2]
  • Journal of Software: Evolution and Process, Wiley [CCF-B]
  • Journal of Cryptologic Research (密码学报) [CCF-B]
  • Big Data Mining and Analytics, TSINGHUA UNIV PRESS [中科院1区]