LACP: LLM Agent Communication Protocol Requires Urgent Standardization
NeurIPS Workshop on AI/ML for NextG Wireless, 2025
About Me
I am a Ph.D. student at Nanyang Technological University (NTU), advised by Prof. Chau Yuen. My research focuses on large language models and agent frameworks, with an emphasis on automating mathematically rigorous tasks in wireless system design, robotic perception & SLAM, and AI-driven engineering workflows.
I received my Master of Engineering from Peking University and my Bachelor's degree from Northeastern University, China.
Recent News
- Sep 2025: Our paper, LACP: LLM Agent Communication Protocol, was accepted to AI4NextG @ NeurIPS 2025.
- May 2025: Our paper, WirelessMathBench, was accepted to Findings of ACL 2025.
- May 2025: Our workshop on 4D Robotics at IROS 2025 was accepted!
- Mar 2025: Our paper, Onboard Terrain Classification via SIM-DNN, was accepted to the ML4RS @ ICLR 2025.
- Jan 2025: Our paper, TransPathNet, was accepted to ICASSP 2025 (ranked 4th in the Indoor Pathloss Challenge).
- Jan 2025: Started my Ph.D. at NTU, supported by the NTU Research Scholarship.
Selected Publications
(* indicates equal contribution. For a full list, please see my Google Scholar ⤻.)
Re:Form—Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs
Technical Report, 2025
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications
Findings of ACL, 2025
Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw Data
ICLR ML4RS Workshop, 2025
TransPathNet: A Two-Stage Framework for Indoor Radio Map Prediction
ICASSP, 2025
Co-planar Parametrization for Stereo-SLAM and Visual-Inertial Odometry
IEEE Robotics and Automation Letters (RA-L), 2020
Leveraging Planar Regularities for Point-Line Visual-Inertial Odometry
IROS, 2020
Experience
- Research Assistant @ NTU Singapore (Apr 2024 - Jan 2025) — Supervised by Prof. Chau Yuen, IEEE Fellow
- SLAM Algorithm Engineer @ Gausium Robotics, Singapore (Mar 2022 - Feb 2024)
- Research Intern @ Microsoft Research Asia, Beijing (Sep 2020 - Mar 2021) — Supervised by Dr. Yang Liu and Dr. Yizhong Zhang
- Research Intern @ MEGVII, Beijing (Feb 2019 - Mar 2020) — Supervised by Dr. Yijia He
Education
- Ph.D. @ Nanyang Technological University , Singapore (2025 - 2029 expected).
Supervised by Prof. Chau Yuen, IEEE Fellow. - M.E. @ Peking University, China (2018 - 2021).
Supervised by Prof. Jinlong Lin. - B.E. @ Northeastern University, China (2014 - 2018)
Professional Activities & Awards
- Conference Reviewer: NeurIPS (2024-25), ICLR (2025-2026), ICML (2025), SIGGRAPH (2025), AAAI (2026), AISTATS (2025-2026), ICRA (2022-25), IROS (2021-25)
- Journal Reviewer: IEEE RA-L, ACM TOG
- Workshop Organizer: AIR4D@IROS 2025
- Grants: Cohere Labs Catalyst Grant
- Grants: OpenAI Researcher Access Program
- Award: NTU Research Scholarship