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2020 – today

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2025
[j23]
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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)
2024
[j22]
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Ying Fu, Meng Ren, Fuchen Ma, Xin Yang, Heyuan Shi, Shanshan Li, Xiangke Liao:
EVMFuzz: Differential fuzz testing of Ethereum virtual machine. J. Softw. Evol. Process. 36(4) (2024)
[j21]
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Liqiang Wu, Shaojing Fu, Yuchuan Luo, Hongyang Yan, Heyuan Shi, Ming Xu:
A Robust and Lightweight Privacy-Preserving Data Aggregation Scheme for Smart Grid. IEEE Trans. Dependable Secur. Comput. 21(1): 270-283 (2024)
[j20]
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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)
[j19]
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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)
[j18]
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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)
[c19]
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Jianzhong Liu, Yuheng Shen, Yiru Xu, Hao Sun, Heyuan Shi, Yu Jiang:
Effectively Sanitizing Embedded Operating Systems. DAC 2024: 117:1-117:6
[c18]
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Junze Yu, Zhengxiong Luo, Fangshangyuan Xia, Yanyang Zhao, Heyuan Shi, Yu Jiang:
SPFuzz: Stateful Path based Parallel Fuzzing for Protocols in Autonomous Vehicles. DAC 2024: 118:1-118:6
[c17]
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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
[c16]
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Gwihwan Go, Chijin Zhou, Quan Zhang, Xiazijian Zou, Heyuan Shi, Yu Jiang:
Towards More Complete Constraints for Deep Learning Library Testing via Complementary Set Guided Refinement. ISSTA 2024: 1338-1350
[c15]
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Feifan Wu, Zhengxiong Luo, Yanyang Zhao, Qingpeng Du, Junze Yu, Ruikang Peng, Heyuan Shi, Yu Jiang:
Logos: Log Guided Fuzzing for Protocol Implementations. ISSTA 2024: 1720-1732
[c14]
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Zhengxiong Luo, Kai Liang, Yanyang Zhao, Feifan Wu, Junze Yu, Heyuan Shi, Yu Jiang:
DynPRE: Protocol Reverse Engineering via Dynamic Inference. NDSS 2024
[c13]
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  - conf/sigsoft/LuoSZWSCSLHJ24
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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
[c12]
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Quan Zhang, Binqi Zeng, Chijin Zhou, Gwihwan Go, Heyuan Shi, Yu Jiang:
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications. SIGSOFT FSE Companion 2024: 502-506
[c11]
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  - conf/wcre/LiuSZWSCLSHJ24
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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
[i4]
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  - journals/corr/abs-2402-12950
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Jinjing Shi, Zimeng Xiao, Heyuan Shi, Yu Jiang, Xuelong Li:
QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems. CoRR abs/2402.12950 (2024)
[i3]
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  - journals/corr/abs-2404-17196
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Quan Zhang, Binqi Zeng, Chijin Zhou, Gwihwan Go, Heyuan Shi, Yu Jiang:
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications. CoRR abs/2404.17196 (2024)
2023
[j17]
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  - journals/toit/MaRYSSSJL23
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Fuchen Ma, Meng Ren, Fu Ying, Wanting Sun, Houbing Song, Heyuan Shi, Yu Jiang, Huizhong Li:
V-Gas: Generating High Gas Consumption Inputs to Avoid Out-of-Gas Vulnerability. ACM Trans. Internet Techn. 23(3): 40:1-40:22 (2023)
[j16]
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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)
[c10]
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  - conf/issta/WangWHSLMSS23
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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
[c9]
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  - conf/rtss/ShenCLXZWSJ23
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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
[i2]
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  - journals/corr/abs-2302-12407
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Chao Hu, Ruishi Yu, Binqi Zeng, Yu Zhan, Ying Fu, Quan Zhang, Rongkai Liu, Heyuan Shi:
HyperAttack: Multi-Gradient-Guided White-box Adversarial Structure Attack of Hypergraph Neural Networks. CoRR abs/2302.12407 (2023)
2022
[j15]
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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)
[j14]
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  - journals/qip/ShiCCZTLYS22
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Jinjing Shi, Shuhui Chen, Tian Chen, Tongge Zhao, Jiuqi Tang, Qin Li, Chunlin Yu, Heyuan Shi:
Image encryption with quantum cellular neural network. Quantum Inf. Process. 21(6): 214 (2022)
[j13]
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  - journals/tcad/ShenXSLXCSJ22
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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)
[j12]
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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)
[c8]
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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
2021
[j11]
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Hui Wang, Jian Dong, Kun Tang, Heyuan Shi:
Outage Performance Analysis of NOMA in Wireless Powered Cognitive Radio Networks with AF and DF Relaying Techniques. Entropy 23(11): 1463 (2021)
[j10]
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  - journals/tecs/ShenS0SY021
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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)
[c7]
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  - conf/bibm/LuoLSLS21
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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
[c6]
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  - conf/srds/GuYS21
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Zhipin Gu, Yuexiang Yang, Heyuan Shi:
Detecting Malicious Gradients from Asynchronous SGD on Variational Autoencoder. SRDS 2021: 321-330

2010 – 2019

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2019
[j9]
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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)
[j8]
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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)
[c5]
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Yi Ye, Bo Xu, Li Ma, Jiayan Zhu, Heyuan Shi, Xiaohong Cai:
Research on treatment and medication rule of insomnia treated by TCM based on data mining. BIBM 2019: 2503-2508
[c4]
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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
[c3]
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Ying Fu, Meng Ren, Fuchen Ma, Heyuan Shi, Xin Yang, Yu Jiang, Huizhong Li, Xiang Shi:
EVMFuzzer: detect EVM vulnerabilities via fuzz testing. ESEC/SIGSOFT FSE 2019: 1110-1114
[i1]
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  - journals/corr/abs-1903-08483
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Ying Fu, Meng Ren, Fuchen Ma, Yu Jiang, Heyuan Shi, Jiaguang Sun:
EVMFuzz: Differential Fuzz Testing of Ethereum Virtual Machine. CoRR abs/1903.08483 (2019)
2018
[j7]
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Chengbao Liu, Jie Tan, Heyuan Shi, Xuelei Wang:
Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data. IEEE Access 6: 59001-59014 (2018)
[j6]
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Kun Tang, Ronghua Shi, Heyuan Shi, Md. Zakirul Alam Bhuiyan, Entao Luo:
Secure beamforming for cognitive cyber-physical systems based on cognitive radio with wireless energy harvesting. Ad Hoc Networks 81: 174-182 (2018)
[j5]
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  - journals/cn/ShiZWWDTL18
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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)
[j4]
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Kun Tang, Ronghua Shi, Jingchun Xi, Heyuan Shi, Wentai Lei:
Cooperative spectrum sharing in cognitive radio networks with energy accumulation: design and analysis. IET Commun. 12(15): 1788-1796 (2018)
[c2]
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  - conf/aaai/Zhao0SW0G18
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Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao:
Hypergraph Learning With Cost Interval Optimization. AAAI 2018: 4522-4529
[c1]
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Jian Gao, Xin Yang, Ying Fu, Yu Jiang, Heyuan Shi, Jiaguang Sun:
VulSeeker-pro: enhanced semantic learning based binary vulnerability seeker with emulation. ESEC/SIGSOFT FSE 2018: 803-808
2017
[j3]
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  - journals/ijdsn/ShiTLSHS17
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Heyuan Shi, Kun Tang, Chengbao Liu, Xiaoyu Song, Chao Hu, Jiaguang Sun:
Memetic-based schedule synthesis for communication on time-triggered embedded systems. Int. J. Distributed Sens. Networks 13(10) (2017)
[j2]
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Lei She, Xibin Zhao, Yu Chen, Heyuan Shi, Kang Wei:
轨道交通实时以太网交换机启动性能的分析与优化 (Analysis and Optimization of Boot-up Performance for Railway Real-time Ethernet Switch). 计算机科学 44(Z11): 276-280 (2017)
2016
[j1]
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  - journals/sensors/ShiSGS16
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Heyuan Shi, Xiaoyu Song, Ming Gu, Jiaguang Sun:
Task and Participant Scheduling of Trading Platforms in Vehicular Participatory Sensing Networks. Sensors 16(12): 2013 (2016)

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