About

I am currently a Visiting Scientist at the Shenzhen Research Institute of Big Data. I obtained my M.Phil. degree in Computer and Information Engineering from The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), co-supervised by Dr. Guangxu Zhu and Prof. Tsung-Hui Chang. I received my B.Eng. degree in Communication Engineering from SUSTech in 2023, supervised by Prof. Rui Wang.

Research interests. My research aims to combine wireless domain knowledge with artificial intelligence to design next-generation wireless systems and validate them in real-world deployments. I am particularly interested in ISAC, wireless sensing, differentiable radio rendering, and wireless digital twins. You can find more details in my publications. I am always open to related collaborations, so please feel free to contact me by email.

News

Joined the Shenzhen Research Institute of Big Data as a Visiting Scientist.

Our paper “Euler-Fi: An Eulerian Mixture-of-Experts for Rapid Wireless Channel Field Modeling” was submitted to IEEE Transactions on Mobile Computing.

Joined Southern University of Science and Technology (SUSTech) as a Research Assistant, working with Prof. Tianyue Zheng.

Graduated from CUHK-Shenzhen with an M.Phil. degree in Computer and Information Engineering. Sincerely grateful to Prof. Guangxu Zhu for his invaluable guidance and support.

Our paper “Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing” was accepted by the IEEE INFOCOM DeepWireless Workshop 2024.

Won 3rd Prize in Huawei's First Wi-Fi Sensing Contest. Sincerely grateful to all my teammates for their hard work and dedication.

Started my Master of Philosophy studies in Computer and Information Engineering at CUHK-Shenzhen.

Graduated from Southern University of Science and Technology with a Bachelor of Engineering degree in Communication Engineering. Sincerely grateful to Prof. Rui Wang for his invaluable guidance and support.

Education

The Chinese University of Hong Kong, Shenzhen
  • M.Phil. in Computer and Information Engineering, 2023 - 2025
  • Supervisors: Dr. Guangxu Zhu and Prof. Tsung-Hui Chang
Southern University of Science and Technology
  • B.Eng. in Communication Engineering, 2019 - 2023
  • Supervisor: Prof. Rui Wang

Experiences

Shenzhen Research Institute of Big Data logo
Aug. 2026 - Present

Visiting Scientist @ Shenzhen Research Institute of Big Data

Research on wireless sensing and differentiable radio simulation.

Southern University of Science and Technology logo
Oct. 2025 - Jul. 2026

Research Assistant @ SUSTech · Tianyue Zheng Group

Research on differentiable wireless channel field modeling, neural operators, and inverse sensing.

The Chinese University of Hong Kong logo
Sep. 2023 - Jun. 2025

Master of Philosophy in Computer and Information Engineering @ Guangxu Zhu's Lab

Conducted research on Wi-Fi CSI sensing, BERT-based packet-loss recovery, real-time tracking, Sionna model calibration, and environment-calibrated differentiable wireless network simulation for 6G.

Southern University of Science and Technology logo
Sep. 2019 - Jun. 2023

Bachelor of Engineering in Communication Engineering @ SUSTech

Wi-Fi MAC simulation and EDCA parameter optimization using MATLAB, NS-3, and Linux Wi-Fi drivers.

Projects

Real-time Wi-Fi sensing system demonstration

Real-time Wi-Fi Sensing System

A complete CSI sensing system for data collection, model training, packet-loss recovery, visualization, and real-time human tracking.

Wi-Fi CSI · BERT · Human Tracking
Taichi radio ray-tracing simulation

Taichi RT

A GPU-parallel and differentiable radio ray tracer supporting specular reflection, BVH acceleration, and electromagnetic-parameter optimization.

Taichi · GPU · Differentiable Ray Tracing
Wi-Fi QoS optimization demonstration

Wi-Fi QoS Optimization

EDCA parameter optimization for proportional-fair Wi-Fi channel allocation, evaluated with MATLAB, NS-3, and Linux Wi-Fi drivers.

Wi-Fi · EDCA · NS-3 · Linux

Publications

Euler-Fi architecture for wireless channel field modeling

Euler-Fi: An Eulerian Mixture-of-Experts for Rapid Wireless Channel Field Modeling

Fanyi Meng, Tianyue Zheng

Submitted to IEEE Transactions on Mobile Computing

Environment-calibrated differentiable wireless network simulator

Environment Calibrated and Fully Differentiable Wireless Network Simulator for 6G

Fanyi Meng, Xinhao Li, Dongzhu Liu, Guangxu Zhu

Submitted to IEEE

CSI-BERT2 model architecture

CSI-BERT2: A BERT-inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing

Zijian Zhao, Fanyi Meng, Zhonghao Lyu, Hang Li, Xiaoyang Li, Guangxu Zhu

IEEE Transactions on Mobile Computing, 2025

[Paper]

CSI-BERT wireless sensing and packet-loss recovery system

Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing

Zijian Zhao, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu

IEEE INFOCOM DeepWireless Workshop 2024

[Paper] [Code]

System model for air-ground integrated sensing and communication networks

Coverage Analysis for Air-Ground Integrated-Sensing-and-Communication Networks

Yihang Jiang, Fanyi Meng, Xinhao Li, Xiaoyang Li, Guangxu Zhu, Kaifeng Han, Qingjiang Shi

International Conference on Ubiquitous Communication 2024

[Paper]

GitHub

View all repositories

Selected Honors & Awards

Academic Services

Journal Reviewer

  • IEEE Transactions on Mobile Computing (TMC)
  • IEEE Transactions on Wireless Communications (TWC)
  • IEEE Communications Magazine

Conference Reviewer

  • WCNC
  • PIMRC
  • ICCC
  • ICASSP
  • VTC
  • WCSP
  • Globecom Workshop