基本信息
浏览量:27

个人简介
Yongxin Liu (Senior Member, IEEE) received the first Ph.D. degree from the South China University of Technology, Guangzhou, China, in 2018, and the second Ph.D. degree from the Department of Electrical Engineering and Computer Science, Embry-Riddle Aeronautical University, Daytona Beach, FL, USA, in 2021.
He is an Assistant Professor of Data Science with Embry-Riddle Aeronautical University. He is the creator of Zero-Bias Deep Learning, which is applied in explainable AI and anomaly detection. He is also the creator of the Channel Separation Incremental Learning Algorithm, which harnesses the catastrophic forgetting issues in deep learning with mathematical assurance and applied in ADS-B signal identification systems. Other than that, his early work in unauthorized drone detection has resulted in two patents and was cited as first reference by the Department of Defense in August 2021. His recent research project is funded under USDOT Tier 1 UTC Transportation Cybersecurity Center for Advanced Research and Education. His research focuses on explainable AI for aviation, unmanned aerial systems, and Internet of Things.
Dr. Liu has received four best papers awards and the 2021 Harry Rowe Mimno Award from IEEE Aerospace and Electronics Systems Society.
研究兴趣
论文共 116 篇作者统计合作学者相似作者
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IEEE Transactions on Consumer Electronicsno. 99 (2025): 1-1
ACM COMPUTING SURVEYSno. 3 (2025)
Journal of Real-Time Image Processingno. 2 (2025): 1-16
Yujing Zhou, Marc L. Jacquet, Robel Dawit, Skyler Fabre, Dev Sarawat, Faheem Khan, Madison Newell,Yongxin Liu,Dahai Liu, Hongyun Chen,Jian Wang,Huihui Wang
arxiv(2025)
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Yujing Zhou, Marc L. Jacquet, Robel Dawit, Skyler Fabre, Dev Sarawat, Faheem Khan, Madison Newell,Yongxin Liu,Dahai Liu, Hongyun Chen,Jian Wang,Huihui Wang
arxiv(2025)
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INTERNET OF THINGS (2024)
Wenkai Tan, Jayaprakash B. Shivakumar,Rishikesh Srinivasaraghavan Govindarajan, Nicholas Reed,Daewon Kim, Eduardo Rojas,Yongxin Liu,Houbing Song
2024 IEEE INTERNATIONAL MEDITERRANEAN CONFERENCE ON COMMUNICATIONS AND NETWORKING, MEDITCOM 2024pp.559-565, (2024)
AIAA SCITECH 2024 FORUM (2024)
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IEEE Internet Things Jno. 9 (2024): 16954-16968
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作者统计
#Papers: 116
#Citation: 2415
H-Index: 24
G-Index: 46
Sociability: 5
Diversity: 3
Activity: 46
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