Federated learning over wireless networks: Optimization model design and analysis NH Tran, W Bao, A Zomaya, MNH Nguyen, CS Hong IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1387-1395, 2019 | 1066 | 2019 |
Federated learning for edge networks: Resource optimization and incentive mechanism LU Khan, SR Pandey, NH Tran, W Saad, Z Han, MNH Nguyen, CS Hong IEEE Communications Magazine 58 (10), 88-93, 2020 | 513 | 2020 |
Federated learning over wireless networks: Convergence analysis and resource allocation CT Dinh, NH Tran, MNH Nguyen, CS Hong, W Bao, AY Zomaya, ... IEEE/ACM Transactions on Networking 29 (1), 398-409, 2020 | 468 | 2020 |
An incentive mechanism for federated learning in wireless cellular networks: An auction approach THT Le, NH Tran, YK Tun, MNH Nguyen, SR Pandey, Z Han, CS Hong IEEE Transactions on Wireless Communications 20 (8), 4874-4887, 2021 | 188 | 2021 |
Slicing the edge: Resource allocation for RAN network slicing PL Vo, MNH Nguyen, TA Le, NH Tran IEEE Wireless Communications Letters 7 (6), 970-973, 2018 | 110 | 2018 |
Toward multiple federated learning services resource sharing in mobile edge networks MNH Nguyen, NH Tran, YK Tun, Z Han, CS Hong IEEE Transactions on Mobile Computing 22 (1), 541-555, 2021 | 63 | 2021 |
Self-organizing democratized learning: Towards large-scale distributed learning systems MNH Nguyen, SR Pandey, TN Dang, EN Huh, NH Tran, W Saad, ... IEEE Transactions on Neural Networks and Learning Systems 34 (12), 10698 - 10710, 2022 | 36 | 2022 |
Edge-assisted democratized learning toward federated analytics SR Pandey, MNH Nguyen, TN Dang, NH Tran, K Thar, Z Han, CS Hong IEEE Internet of Things Journal 9 (1), 572-588, 2021 | 31 | 2021 |
Incentivizing energy reduction for emergency demand response in multi-tenant mixed-use buildings NH Tran, C Pham, MNH Nguyen, S Ren, CS Hong IEEE Transactions on Smart Grid 9 (4), 3701-3715, 2016 | 27 | 2016 |
Distributed and democratized learning: Philosophy and research challenges MNH Nguyen, SR Pandey, K Thar, NH Tran, M Chen, WS Bradley, ... IEEE Computational Intelligence Magazine 16 (1), 49-62, 2021 | 19 | 2021 |
Fair sharing of backup power supply in multi-operator wireless cellular towers MNH Nguyen, NH Tran, MA Islam, C Pham, S Ren, CS Hong IEEE Transactions on Wireless Communications 17 (3), 2080-2093, 2018 | 19 | 2018 |
Swin transformer-based dynamic semantic communication for multi-user with different computing capacity LX Nguyen, YL Tun, YK Tun, MNH Nguyen, C Zhang, Z Han, CS Hong IEEE Transactions on Vehicular Technology, 2024 | 14 | 2024 |
Online learning-based clustering approach for news recommendation systems MNH Nguyen, C Pham, J Son, CS Hong 2016 18TH Asia-Pacific Network Operations and Management Symposium (APNOMS), 1-4, 2016 | 13 | 2016 |
Fedmekt: Distillation-based embedding knowledge transfer for multimodal federated learning HQ Le, MNH Nguyen, CM Thwal, Y Qiao, C Zhang, CS Hong Neural Networks 183, 107017, 2025 | 11 | 2025 |
Let's Share The Resource When We're Co-located: Colocation Edge Computing MNH Nguyen, CW Zaw, K Kim, NH Tran, CS Hong IEEE Transactions on Vehicular Technology 69 (5), 5618 - 5633, 2020 | 11 | 2020 |
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data YL Tun, MNH Nguyen, CM Thwal, J Choi, CS Hong Neural Networks 165, 689-704, 2023 | 10 | 2023 |
Cdkt-fl: Cross-device knowledge transfer using proxy dataset in federated learning MNH Nguyen, HQ Le, SR Pandey, CS Hong arXiv preprint arXiv:2204.01542, 2024 | 9 | 2024 |
Hosting virtual machines on a cloud datacenter: A matching theoretic approach C Pham, NH Tran, MNH Nguyen, S Ren, W Saad, CS Hong NOMS 2016-2016 IEEE/IFIP Network Operations and Management Symposium, 659-664, 2016 | 9 | 2016 |
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning CM Thwal, MNH Nguyen, YL Tun, ST Kim, MT Thai, CS Hong Neural Networks 170, 635-649, 2024 | 8 | 2024 |
Distilling knowledge in federated learning HQ Le, JH Shin, MNH Nguyen, CS Hong 2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2021 | 7 | 2021 |