Teaching
EIE529, 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)
EIE4430, 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
EIE590, Dissertation (Spring 2021, Fall 2021, Spring 2022, Spring 2023, Fall 2023, Spring 2024)
Below are the M.Sc. dissertations under my supervision:
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, Special Topics in Electronic and Information Engineering II (Fall 2022)
PolyU Junior Research Mentoring Programme 2022 (Apr. 2022 - Aug. 2022)
Research Postgraduate Supervisions
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