| 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 | 1208 | 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 | 601 | 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 | 555 | 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 | 235 | 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 | 113 | 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 | 73 | 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 | 50 | 2022 |
| 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 | 36 | 2025 |
| 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 | 35 | 2021 |
| 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 73 (6), 8957-8972, 2024 | 33 | 2024 |
| 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 | 28 | 2016 |
| Cross-modal prototype based multimodal federated learning under severely missing modality HQ Le, CM Thwal, Y Qiao, YL Tun, MNH Nguyen, EN Huh, CS Hong Information Fusion, 103219, 2025 | 23 | 2025 |
| 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 | 22 | 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 | 21 | 2018 |
| 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 | 18 | 2024 |
| 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 | 16 | 2023 |
| 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 | 15 | 2016 |
| 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 | 13 | 2020 |
| Distilling knowledge in federated learning HQ Le, JH Shin, MNH Nguyen, CS Hong 2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2021 | 11 | 2021 |
| Cdkt-fl: Cross-device knowledge transfer using proxy dataset in federated learning HQ Le, MNH Nguyen, SR Pandey, CS Chaoning Zhang, Hong arXiv preprint arXiv:2204.01542, 2024 | 9 | 2024 |
Choong Seon Hong, FIEEE, Highly Cit...School of Computing, Kyung Hee UniversityVerified email at khu.ac.kr
