| 6G network AI architecture for everyone-centric customized services Y Yang, M Ma, H Wu, Q Yu, X You, J Wu, C Peng, TSP Yum, AH Aghvami, ... IEEE Network 37 (5), 71-80, 2022 | 79 | 2022 |
| Data-aware hierarchical federated learning via task offloading M Ma, L Wu, W Liu, N Chen, Z Shao, Y Yang GLOBECOM 2022-2022 IEEE Global Communications Conference, 1-6, 2022 | 8 | 2022 |
| Task offloading and resource allocation in CPU-GPU heterogeneous networks C Gong, M Ma, L Wu, W Liu, Y Zhou, Y Yang GLOBECOM 2022-2022 IEEE Global Communications Conference, 4492-4497, 2022 | 6 | 2022 |
| FLIRRAS: Fast learning with integrated reward and reduced action space for online multitask offloading M Ma, C Gong, L Wu, Y Yang IEEE Internet of Things Journal 10 (6), 5406-5417, 2022 | 4 | 2022 |
| FlocOff: Data heterogeneity resilient federated learning with communication-efficient edge offloading M Ma, C Gong, L Zeng, Y Yang, L Wu IEEE Journal on Selected Areas in Communications, 2024 | 2 | 2024 |
| Mogr: Multi-task offloading via graph representation in heterogeneous computing network M Mal, C Gong, L Zeng, Y Yang ICC 2024-IEEE International Conference on Communications, 1237-1242, 2024 | 2 | 2024 |
| Multi-Task Offloading via Graph Neural Networks in Heterogeneous Multi-access Edge Computing M Ma arXiv preprint arXiv:2306.10232, 2023 | 2 | 2023 |
| Green HERO: Energy-Efficient Hierarchical Federated Learning with Client Association in Industrial IoT C Gong, M Ma, L Zeng, Y Yang, L Wu IEEE Internet of Things Magazine 7 (5), 30-36, 2024 | 1 | 2024 |
| Multi-dimensional Quality of Experience for Customized User Requirements Y Liu, M Ma, C Gong, Y Yang 2024 IEEE 29th Asia Pacific Conference on Communications (APCC), 192-197, 2024 | | 2024 |
| Service Localization and User Satisfaction Enabled Multi-Tier Computing IoT System C Gong, M Ma, L Zeng, Y Yang, L Wu, Z Liu 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | | 2024 |
| Delay Analysis of Multi-Priority Computing Tasks in Alibaba Cluster Traces C Gong, M Ma, L Zeng, Y Yang, X Ge, L Wu IEEE INFOCOM 2024-IEEE Conference on Computer Communications Workshops …, 2024 | | 2024 |
| Modeling of Diverse Computing Requirements in Azure Task Traces M Ma, C Gong, Y Yang, Y Gao, K Li 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | | 2023 |
