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Journal Articles
- 2024
[j2]Manyou Ma
, Vincent W. S. Wong, Robert Schober:
Channel-Aware Joint AoI and Diversity Optimization for Client Scheduling in Federated Learning With Non-IID Datasets. IEEE Trans. Wirel. Commun. 23(6): 6295-6311 (2024)- 2020
- [j1]Manyou Ma, Vincent W. S. Wong:
Age of Information Driven Cache Content Update Scheduling for Dynamic Contents in Heterogeneous Networks. IEEE Trans. Wirel. Commun. 19(12): 8427-8441 (2020)
Conference and Workshop Papers
- 2023
- [c7]Manyou Ma, Vincent W. S. Wong, Robert Schober:
AoI-Driven Client Scheduling for Federated Learning: A Lagrangian Index Approach. ICC 2023: 3958-3963 - 2022
- [c6]Manyou Ma, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Xue Liu, Gregory Dudek:
Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach. ICC 2022: 619-624 - 2020
- [c5]Manyou Ma, Vincent W. S. Wong:
Joint User Pairing and Association for Multicell NOMA: A Pointer Network-Based Approach. ICC Workshops 2020: 1-6 - [c4]Manyou Ma, Vincent W. S. Wong:
A Deep Reinforcement Learning Approach for Dynamic Contents Caching in HetNets. ICC 2020: 1-6 - 2019
- [c3]Manyou Ma, Vincent W. S. Wong:
An Optimal Peak Hour Content Server Cache Update Scheduling Algorithm for 5G HetNets. ICC 2019: 1-6 - 2018
- [c2]Farah Deeba, Manyou Ma, Mehran Pesteie, Jefferson Terry, Denise Pugash, Jennifer A. Hutcheon, Chantal Mayer, Septimiu E. Salcudean, Robert Rohling:
Multiparametric QUS Analysis for Placental Tissue Characterization. EMBC 2018: 3477-3480 - 2017
- [c1]Manyou Ma, Robert Rohling, Lutz Lampe:
A Dictionary Learning-Based Fast Imaging Method for Ultrasound Elastography. Patch-MI@MICCAI 2017: 111-118
Informal and Other Publications
- 2020
- [i2]Manyou Ma, Vincent W. S. Wong:
Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach. CoRR abs/2004.07395 (2020) - [i1]Manyou Ma, Vincent W. S. Wong:
A Deep Reinforcement Learning Approach for Dynamic Contents Caching in HetNets. CoRR abs/2004.07911 (2020)
Coauthor Index
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