Xin Li profile photo

Xin Li

Ph.D. Student, Nanyang Technological University

Email: xin019@e.ntu.edu.sg

I work on large language models and agent frameworks, with a focus on automating mathematically rigorous tasks in wireless system design, robotic perception & SLAM, and AI-driven engineering workflows.

I am currently a Ph.D. student at Nanyang Technological University (NTU), advised by Prof. Chau Yuen. I received my Master's degree from Peking University and my Bachelor's degree from Northeastern University, China.

Recent News

Selected Publications

Note: * indicates equal contribution. Full details can be found in Google Scholar ⤻.

WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications
Xin Li, M. Liu, L. Wei, J. An, M. Debbah, C. Yuen
Findings of ACL, 2025
Project Homepage ⤻

Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw Data
M. Liu, Xin Li, J. An, C. Yuen
ICLR ML4RS Workshop, 2025
Project Homepage ⤻

TransPathNet: A Two-Stage Framework for Indoor Radio Map Prediction
Xin Li, R. Liu, S. Xu, S. G. Razul, C. Yuen
ICASSP, 2025
Project Homepage ⤻ Code ⤻

Co-planar Parametrization for Stereo-SLAM and Visual-Inertial Odometry
Xin Li*, Y. Li*, E. P. Örnek, J. Lin, F. Tombari
IEEE RA-L, 2020
arXiv ⤻ Code ⤻

Leveraging Planar Regularities for Point-Line Visual-Inertial Odometry
Xin Li*, Y. He*, J. Lin, X. Liu
IROS, 2020
arXiv ⤻ Code ⤻

Experience

Education

Academic Service & Awards

Awards