Journal Publications

• [1]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]
• [2]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]
• [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]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]
• [5]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]
• [6]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]
• [7]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]
• [8]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]
• [9]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]
• [10]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]
• [11]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]
• [12]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]
• [13]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]
• [14]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]
• [15]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]
• [16]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]
• [17]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]
• [18]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]
• [19]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]
• [20]Zhipin Gu, Yuexiang Yang, Heyuan Shi*: Detecting Malicious Gradients from Asynchronous SGD on Variational Autoencoder. SRDS 2021: 321-330 [CCF-B]