Kin K. Leung
Imperial College London
H-index: 72
Europe-United Kingdom
Top articles of Kin K. Leung
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Adaptsfl: Adaptive split federated learning in resource-constrained edge networks | arXiv preprint arXiv:2403.13101 | Zheng Lin Guanqiao Qu Wei Wei Xianhao Chen Kin K Leung | 2024/3/19 |
Ensuring threshold AoI for UAV-assisted mobile crowdsensing by multi-agent deep reinforcement learning with transformer | IEEE/ACM Transactions on Networking | Hao Wang Chi Harold Liu Haoming Yang Guoren Wang Kin K Leung | 2023/7/12 |
Reinforcement Learning for Resource Allocation with Periodic Traffic Patterns | Zheyu Chen Kin K Leung Shiqiang Wang Leandros Tassiulas Kevin Chan | 2023/5/28 | |
Resource sharing in the edge: A distributed bargaining-theoretic approach | IEEE Transactions on Network and Service Management | Faheem Zafari Prithwish Basu Kin K Leung Jian Li Don Towsley | 2023/4/10 |
Learning Technique to Solve Periodic Markov Decision Process for Network Resource Allocation | Zheyu Chen Kin K Leung Shiqiang Wang Leandros Tassiulas Kevin Chan | 2023/10/30 | |
13 Optimized Federated Learning in Wireless Networks with Constrained Resources | Machine Learning and Wireless Communications | Shiqiang Wang Tiffany Tuor Kin K Leung | 2022/8/4 |
Model pruning enables efficient federated learning on edge devices | IEEE Transactions on Neural Networks and Learning Systems | Yuang Jiang Shiqiang Wang Victor Valls Bong Jun Ko Wei-Han Lee | 2022/4/25 |
Use Coupled LSTM Networks to Solve Constrained Optimization Problems | IEEE Transactions on Cognitive Communications and Networking | Zheyu Chen Kin K Leung Shiqiang Wang Leandros Tassiulas Kevin Chan | 2022/12/13 |
GAN-based detection of adversarial EM signal waveforms | Athanasios Gkelias Kin K Leung | 2022/11/28 | |
On the Analysis and Evaluation of Proximity-based Load-balancing Policies | ACM Transactions on Modeling and Performance Evaluation of Computing Systems | Nitish K Panigrahy Thirupathaiah Vasantam Prithwish Basu Don Towsley Ananthram Swami | 2022/11/26 |
Reinforcement and transfer learning for distributed analytics in fragmented software defined coalitions | Ziyao Zhang Anand Mudgerikar Ankush Singla Kin K Leung Elisa Bertino | 2021/4/12 | |
Jointly-learned state-action embedding for efficient reinforcement learning | Paul J Pritz Liang Ma Kin K Leung | 2021/10/26 | |
More is not always better: An analytical study of controller synchronizations in distributed SDN | IEEE/ACM Transactions on Networking | Ziyao Zhang Liang Ma Kin K Leung Franck Le | 2021/3/26 |
Delay-sensitive energy-efficient UAV crowdsensing by deep reinforcement learning | IEEE Transactions on Mobile Computing | Zipeng Dai Chi Harold Liu Rui Han Guoren Wang Kin K Leung | 2021/9/16 |
On the analysis of spatially constrained power of two choice policies | ACM SIGMETRICS Performance Evaluation Review | Nitish K Panigrahy Prithwish Basu Don Towsley Ananthram Swami Kin K Leung | 2021/3/5 |
State-space decomposition for reinforcement learning | Dept. Comput., Imperial College London, London, UK, Rep | Esther Wong Kin Leung Tony Field | 2021/8/2 |
Reconfigurable intelligent surface for low-latency edge computing in 6G | IEEE Wireless Communications | Yueyue Dai Yong Liang Guan Kin K Leung Yan Zhang | 2021/12 |
Overcoming noisy and irrelevant data in federated learning | Tiffany Tuor Shiqiang Wang Bong Jun Ko Changchang Liu Kin K Leung | 2021/1/10 | |
Energy-efficient resource management for federated edge learning with CPU-GPU heterogeneous computing | IEEE Transactions on Wireless Communications | Qunsong Zeng Yuqing Du Kaibin Huang Kin K Leung | 2021/6/21 |
Resource Management in Software Defined Coalitions (SDC) through Slicing | Athanasios Gkelias Nitish K Panigrahy Mohammad Mobayenjarihani Kin K Leung Don Towsley | 2021/11/29 |
Co-Authors
