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

  • 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]

Source Localization and Tracking

  • 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]

  • 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]

  • 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]

  • 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]

Service

  • Reviewer for ICLR 2026.

Website updated 2025/10/01.