CS370 @ MUST, Computer Networks I (Fall 2025)
CS371 @ MUST, Computer Networks Laboratory I (Fall 2025)
CS480 @ MUST, Getting Started with Computers (Spring 2025)
EIE352 @ MUST, Communication Networks (Spring 2025, Summer 2025)
GSS-16 @ MUST, Introduction to Artificial Intelligence (Spring 2025, Fall 2025)
EIE529 @ PolyU, Digital Image Processing (Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024)
Recent eSFQ scores: 4.3/5 (Fall 2021), 4.5/5 (Fall 2022), 4.5/5 (Fall 2023), 4.5/5 (Fall 2024)
EIE4430 @ PolyU, Honours Project (Fall 2021, Spring 2022, Fall 2022, Fall 2023, Spring 2024, Fall 2024)
Two students under my supervision received the Technical Excellence Award in June 2023 (There are only five recipients from the EIE Department)
K. Ma [BEng (Hons) - EIE], Project Title: Machine Learning for Time-series Forecasting
S. Foo [BSc (Hons) - IMT], Project Title: WiFi CSI Extraction and Analysis for Human Sensing
One student under my supervision received the Outstanding Final Year Project Award in November 2024 (There are only eight recipients from the EEE Department)
Y. Lam [BEng (Hons) - EIE], Project Title: Knowledge Distillation for Tiny Machine Learning (Y. Lam joined PolyU as an MPhil student in Jan. 2025)
One student under my supervision (co-supervised with Dr S. Zhang) received the 2025 ASMPT Technology Outstanding Award in Jun. 2025
C. Lam [BEng (Hons) - EIE], Project Title: Deep Learning Based Beef Quality Grading System (C. Lam will join the STEM eduction sector in Hong Kong)
EIE590 @ PolyU, Dissertation (Spring 2021, Fall 2021, Spring 2022, Spring 2023, Fall 2023, Spring 2024)
Below are the M.Sc. dissertations under my supervision:
W. Zheng, Topic: WiFi CSI-based Sensing (co-supervised with Dr I. Ho)
Full studentship recipient
Y. Zou, Transfer and Semi-supervised Learning for WiFi CSI based Passenger Counting on Public Transport Vehicles, Jul. 2024
X. He, Task-oriented Trajectory Planning and Uplink-Downlink Scheduling for UAV-assisted Wireless Networks, May 2024
Full studentship recipient
X. He will join CMCC (中國移動), Anhui, China
R. Dong, Sample-aware Early-exit Prediction for Efficient Device-Edge Collaborative Inference, Apr. 2022. (Co-supervised with Dr J. Zhang)
Full studentship recipient
R. Dong will join PolyU as a PhD student in Fall 2022
Z. Li, Federated Learning with GAN-based Data Synthesis for Non-IID Clients, Dec. 2021. (Co-supervised with Dr J. Zhang)
Z. Li will join HKUST as a PhD student in Fall 2022
J. Chen, A Pruning Method for Multi-exit Neural Networks based on the Genetic Algorithm, Dec. 2021.
EIE622 @ PolyU, Special Topics in Electronic and Information Engineering II (Fall 2022)
Academic Advisor, Department of Electrical & Electronic Engineering (PolyU), Academic Year 2024-2025
PolyU Junior Research Mentoring Programme 2022 (Apr. 2022 - Aug. 2022)
Research Postgraduate Supervisions
W. Zhuang (B.Eng., UESTC, M.Sc., HKUST, PhD student @ PolyU & QUT [Dual PhD Degree Programme]), Topic: Integrated Sensing and Communication (co-supervised with Dr. I. Ho (PolyU) and Dr. D. Jayalath (QUT))
J. Lu (B.Eng., DGUT, M.Sc. student @ MUST), Topic: Federated Learning for Cyber Security, February 2025-Now
X. Bian (PhD, HKUST), Grant-free Random Access for Massive IoT in Future Wireless Networks, May 2024 (co-supervised with Dr. J. Zhang)
X. Bian will join Huawei, Hong Kong, China
Y. Sun (PhD, HKUST), Optimizing Federated Learning with Heterogeneous and Unreliable Clients, May 2024 (co-supervised with Dr. J. Zhang)
Y. Sun will join Alibaba, Hangzhou, China
Research Staff Supervisions
W. Zhuang (MSc, HKUST), Sep. 2023 - Oct. 2024
W. Zhuang will join China Telecom (中國電信-人工智能研究院) as a research intern in Dec. 2024
W. Zhuang will re-join PolyU as a PhD student under the PolyU & QUT Dual PhD Degree Programme in Sep. 2025.
Undergraduate Research Supervisions
Y. Wu (B.Sc. student, MUST), Topic: Semantic Communication, Feb. 2025-Now
X. Liu (B.Sc. student, MUST), Topic: Federated Learning, Feb. 2025-Now