Xianliang Li
李賢亮
Google Scholar /
GitHub /
ORCID /
CV
PhD student
The Institute of Statistical Mathematics
The Graduate University for Advanced Studies, SOKENDAI
Email: li.xianliang (at) ism.ac.jp
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About
I am currently a PhD student at The Institute of Statistical Mathematics, and The Graduate University for Advanced Studies, SOKENDAI, advised by Prof. Han Bao, as well as a visiting student at Westlake University.
Previously, I received my M.Eng. in Computer Technology at Shenzhen Institutes of Advanced Technology and University of Chinese Academy of Sciences, where I worked on the research topic of signal processing and localization advised by Prof. Sheng Xu. Before that, I received my B.Sc. in Physics at Sun Yat-sen University.
Research interests: Deep Learning Theory, Optimizer.
Research
*: equal contribution; † corresponding author(s)
Optimizer
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On the Performance Analysis of Momentum Method: A Frequency Domain Perspective
Xianliang Li*, Jun Luo*, Zhiwei Zheng*, Hanxiao Wang, Li Luo, Lingkun Wen, Linlong Wu, Sheng Xu†
International Conference on Learning Representations (ICLR), 2025
[OpenReview] [arXiv] [GitHub]
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Source Localization and Tracking
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Time-of-Arrival Simultaneous Sensor and Target Localization With Dynamic Optimal Sensor Placements
Xianliang Li, Sheng Xu†, K. C. Ho
IEEE Transactions on Aerospace and Electronic Systems, 2025
[IEEEXplore]
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AOA Sensor Placement for Anchor-Assisted Target Localization in GNSS-Denied Environment: Formulation, Bounds and Optimization
Sheng Xu, Linlong Wu, Xianliang Li, Xinyu Wu, Tiantian Xu†
IEEE Transactions on Mobile Computing, 2025
[IEEEXplore]
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Systematical Sensor Path Optimization Solutions for AOA Target Localization Accuracy Improvement With Theoretical Analysis
Sheng Xu, Bing Zhu, Xianliang Li, Xinyu Wu, Tiantian Xu†
IEEE Transactions on Vehicular Technology, 2025
[IEEEXplore]
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3D Source Tracking Using a Position-Unknown AOA Sensor with Measurement Drift and UAV Moving Direction Optimization
Rongrong Xu, Sheng Xu†, Kaimin Cao†, Xianliang Li, Jialiang Wang, Wujing Cao
IEEE International Conference on Real-time Computing and Robotics, 2025
[IEEEXplore]
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Website updated 2025/10/01.
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