| Decentralized edge intelligence: A dynamic resource allocation framework for hierarchical federated learning WYB Lim, JS Ng, Z Xiong, J Jin, Y Zhang, D Niyato, C Leung, C Miao IEEE Transactions on Parallel and Distributed Systems 33 (3), 536-550, 2021 | 266 | 2021 |
| Dynamic edge association and resource allocation in self-organizing hierarchical federated learning networks WYB Lim, JS Ng, Z Xiong, D Niyato, C Miao, DI Kim IEEE Journal on Selected Areas in Communications 39 (12), 3640-3653, 2021 | 135 | 2021 |
| Joint auction-coalition formation framework for communication-efficient federated learning in UAV-enabled internet of vehicles JS Ng, WYB Lim, HN Dai, Z Xiong, J Huang, D Niyato, XS Hua, C Leung, ... IEEE Transactions on Intelligent Transportation Systems 22 (4), 2326-2344, 2020 | 134 | 2020 |
| Unified resource allocation framework for the edge intelligence-enabled metaverse WC Ng, WYB Lim, JS Ng, Z Xiong, D Niyato, C Miao ICC 2022-IEEE International conference on Communications, 5214-5219, 2022 | 113 | 2022 |
| A comprehensive survey on coded distributed computing: Fundamentals, challenges, and networking applications JS Ng, WYB Lim, NC Luong, Z Xiong, A Asheralieva, D Niyato, C Leung, ... IEEE Communications Surveys & Tutorials 23 (3), 1800-1837, 2021 | 92 | 2021 |
| A hierarchical incentive design toward motivating participation in coded federated learning JS Ng, WYB Lim, Z Xiong, X Cao, D Niyato, C Leung, DI Kim IEEE Journal on Selected Areas in Communications 40 (1), 359-375, 2021 | 45 | 2021 |
| Reputation-aware hedonic coalition formation for efficient serverless hierarchical federated learning JS Ng, WYB Lim, Z Xiong, X Cao, J Jin, D Niyato, C Leung, C Miao IEEE Transactions on Parallel and Distributed Systems 33 (11), 2675-2686, 2021 | 38 | 2021 |
| A double auction mechanism for resource allocation in coded vehicular edge computing JS Ng, WYB Lim, Z Xiong, D Niyato, C Leung, C Miao IEEE Transactions on Vehicular Technology 71 (2), 1832-1845, 2021 | 37 | 2021 |
| Communication-efficient federated learning in UAV-enabled IOV: a joint auction-coalition approach JS Ng, WYB Lim, HN Dai, Z Xiong, J Huang, D Niyato, XS Hua, C Leung, ... GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 17 | 2020 |
| Communication-efficient and Scalable Decentralized Federated Edge Learning. AZH Yapp, HSN Koh, YT Lai, J Kang, X Li, JS Ng, H Jiang, WYB Lim, ... IJCAI, 5032-5035, 2021 | 15 | 2021 |
| Collaborative Coded Computation Offloading: An All-pay Auction Approach JS Ng, WYB Lim, S Garg, Z Xiong, D Niyato, M Guizani, C Leung ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 12 | 2021 |
| Optimal stochastic coded computation offloading in unmanned aerial vehicles network WC Ng, WYB Lim, JS Ng, S Sawadsitang, Z Xiong, D Niyato 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 9 | 2021 |
| Towards parkinson’s disease prognosis using self-supervised learning and anomaly detection H Jiang, WYB Lim, JS Ng, Y Wang, Y Chi, C Miao ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Dynamic resource allocation for hierarchical federated learning WYB Lim, JS Ng, Z Xiong, D Niyato, S Guo, C Leung, C Miao 2020 16th International Conference on Mobility, Sensing and Networking (MSN …, 2020 | 7 | 2020 |
| CrowdFL: A Marketplace for Crowdsourced Federated Learning D Feng, C Helena, WYB Lim, JS Ng, H Jiang, Z Xiong, J Kang, H Yu, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13164 …, 2022 | 4 | 2022 |
| Deep-learning based auction resource allocation in coded computation offloading for Internet-of-Things JS Ng, WYB Lim, Z Xiong, S Garg, D Niyato, C Leung 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 4 | 2021 |
| AI-Empowered decision support for COVID-19 social distancing H Jiang, WYB Lim, JS Ng, HZC Teng, H Yu, Z Xiong, D Niyato, C Miao Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 16044 …, 2021 | 4 | 2021 |
| UAV-assisted Wireless Power Charging for Efficient Hybrid Coded Edge Computing Network JS Ng, WC Ng, WYB Lim, Z Xiong, D Niyato, C Leung, C Miao ICC 2022-IEEE International Conference on Communications, 4037-4042, 2022 | 3 | 2022 |
| Dynamic Edge Association in Hierarchical Federated Learning Networks WYB Lim, JS Ng, Z Xiong, S Garg, Y Zhang, D Niyato, C Miao 2021 IEEE 20th International Conference on Trust, Security and Privacy in …, 2021 | 3 | 2021 |
| Federated Learning Over Wireless Edge Networks WYB Lim, JS Ng, Z Xiong, D Niyato, C Miao Springer, 2022 | 2 | 2022 |
