I am currently a second-year Ph.D. student at the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), under the supervision of Prof. Hong Xu. I received my BEng from Beihang University in 2023.
My research interests lie on federated learning and learning to optimize.
Education
 | |
 |
Publications
- Towards Robust Learning to Optimize with Theoretical Guarante
Q Song, W Lin, J Wang, H Xu
IEEE/CVF CVPR, 2024 - Personalized Federated Learning with Auction-Based Client Selection and Edge-Enhanced Model Accuracy
K Mo, X Li, W Lin, H Xu, Z Li, C Xue
IEEE IJCNN, 2024 - Fed2Com: Towards Efficient Compression in Federated Learning
Y Zhang*, W Lin*, S Chen, Q Song, J Lu, Y Shao, B Yu, H Xu
IEEE ICNC, 2024 - Coordinated last-mile deliveries with trucks and drones: A comparative study of operational modes
Y Ding, J Wan, W Lin, K WangJournal of the Air Transport Research Society, 2024 - Efficient network dismantling through genetic algorithms
W Lin, S Wandelt, X Sun
Soft Computing, 2021 - From random failures to targeted attacks in network dismantling
S Wandelt, W Lin, X Sun
Reliability Engineering & System Safety, 2021
Teaching
ENGG 1120E Linear Algebra for Engineers, CUHK, 2024
ENGG 2760 Probability for Engineers, CUHK, 2023
Data Management and Artificial Intelligence, BUAA, 2021
Introduction to Computer Science and Programming, BUAA, 2020
Mechanical Engineering Project
 | Supervised by Prof. Yang Guang pdf (chinese) | ppt (chinese) | video |
 | Supervised by Prof. Kamran Behdinan and Prof. Lei Peng pdf | ppt | poster |
Awards
2023-2027 Postgraduate Studentship, CUHK
2023 Excellent Graduate, BUAA
2019-2020, 2020-2021, 2021-2022 Learning Excellent Scholarship, BUAA
2019-2020 Excellent Student, BUAA
2020-2021, 2021-2022 Merit student, BUAA
2020-2021, 2021-2022 Social Work Outstanding Scholarship, BUAA
2020-2021 Discipline Competition Scholarship, BUAA