Prof. Yongfeng Yin
School of Software
Beihang University (BUAA), China
Email: [email protected]
Qualifications
2015-2016 Visiting Scholar, Computer Science Department, Colorado State University, USA
2007-2010 Ph.D., School of Reliability and Systems Engineering, Beihang University (BUAA), China
2000-2003 M.E., Dept. of System Engineering of Engineering Technology, Beihang University (BUAA), China
1996-2000 B.E., Dept. of System Engineering of Engineering Technology, Beihang University (BUAA), China
Publications (Selected)
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Fu, Bing, et al. "MSGMamba: A Multi-Scale Dynamic Graph State-Space Model for Satellite Telemetry Anomaly Detection." Remote Sensing 18.14 (2026): 2420.
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Ouyang, X., et al. "AF-TAD: transformer-based anomaly detection for aircraft fuel systems. Aerospace 12 (12), 1066." 2025,
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Su, Qingran, et al. "Thinking Like an Expert: Aligning LLM Thought Processes for Automated Safety Modeling of High-Altitude Solar Drones." Drones 9.11 (2025): 780.
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Guan, Tianyi, et al. "Cross-Standard Code Defect Identification and AST-Based Template-Driven Automated Repair Methods." International Conference on Guidance, Navigation and Control. Singapore: Springer Nature Singapore, 2024.
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Su, Qingran, et al. "Attention transfer reinforcement learning for test case prioritization in continuous integration." Applied Sciences 15.4 (2025): 2243.
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Qiu, Ruinan, et al. "Func-Bagging: an ensemble learning strategy for improving the performance of heterogeneous anomaly detection models." Applied Sciences 15.2 (2025): 905.
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Yin, Yongfeng, et al. "Autonomous UAV navigation with adaptive control based on deep reinforcement learning." Electronics 13.13 (2024): 2432.
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Hou, Defei, et al. "Research on drone fault detection based on failure mode databases." Drones 7.8 (2023): 486.
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Wang, Zining, Yongfeng Yin, and Rui Yin. "Multi-tasking atrous convolutional neural network for machinery fault identification." The International Journal of Advanced Manufacturing Technology 124.11 (2023): 4183-4191.
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Liu, Xi, et al. "Intelligent radar software defect classification approach based on the latent Dirichlet allocation topic model." EURASIP Journal on Advances in Signal Processing 2021.1 (2021): 44.
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Song, Kang, et al. "On the secrecy for relay-aided SWIPT Internet of Things system with cooperative eavesdroppers." IEEE Access 9 (2021): 28204-28212.
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Yin, Ruihong, et al. "AF-SSD: an accurate and fast single shot detector for high spatial remote sensing imagery." Sensors 20.22 (2020): 6530.
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Hou, Defei, et al. "Software refactoring scheme based on NSGA-II algorithm." 2020 7th International Conference on Dependable Systems and Their Applications (DSA). IEEE, 2020.
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Wang, Zhiyong, et al. "Game Theoretical Method for Anomaly‐Based Intrusion Detection." Security and Communication Networks 2020.1 (2020): 8824163.
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Yin, Yongfeng, Qingran Su, and Lijun Liu. "Software smell detection based on machine learning and its empirical study." Second Target Recognition and Artificial Intelligence Summit Forum. Vol. 11427. SPIE, 2020.
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Zhang, Zenghu, et al. "Optimization of robustness of interdependent network controllability by redundant design." PloS one 13.2 (2018): e0192874.
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Xiao, Peng, et al. "Adaptive testing based on moment estimation." IEEE Transactions on Systems, Man, and Cybernetics: Systems 50.3 (2017): 911-922.
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Liu, Lijun, et al. "Redundant design in interdependent networks." PloS one 11.10 (2016): e0164777.
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Liu, Lijun, Yongfeng Yin, and Zenghu Zhang. "Cascading failure of interdependent networks with traffic: Using a redundancy design to protect influential nodes." 2016 11th International Conference on Reliability, Maintainability and Safety (ICRMS). IEEE, 2016.
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Yin, Yongfeng, Bin Liu, and Hongying Ni. "Real-time embedded software testing method based on extended finite state machine." Journal of Systems Engineering and Electronics 23.2 (2012): 276-285.
Profile Details
https://dblp.org/pid/40/7742.html
https://teacher.buaa.edu.cn/yinyongfeng/en/index.htm
https://www.researchgate.net/profile/Yongfeng-Yin
WOS ResearcherID: PLU-1132-2026