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ORCIDMinh N. H. Nguyen
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- affiliation: Kyung Hee University, Korea
- affiliation: The University of Danang, Vietnam
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2020 – today
- 2024
[j15]Huy Q. Le
, Minh N. H. Nguyen, Shashi Raj Pandey, Chaoning Zhang, Choong Seon Hong:
CDKT-FL: Cross-device knowledge transfer using proxy dataset in federated learning. Eng. Appl. Artif. Intell. 133: 108093 (2024)- [j14]Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun, Seong Tae Kim, My T. Thai, Choong Seon Hong:
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning. Neural Networks 170: 635-649 (2024) - [j13]Loc X. Nguyen, Ye Lin Tun, Yan Kyaw Tun, Minh N. H. Nguyen, Chaoning Zhang, Zhu Han, Choong Seon Hong:
Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity. IEEE Trans. Veh. Technol. 73(6): 8957-8972 (2024) - [i15]Ye Lin Tun, Chu Myaet Thwal, Le Quang Huy, Minh N. H. Nguyen, Choong Seon Hong:
LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning. CoRR abs/2401.11647 (2024) - [i14]Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun, Seong Tae Kim, My T. Thai, Choong Seon Hong:
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning. CoRR abs/2401.11652 (2024) - [i13]Huy Q. Le, Chu Myaet Thwal, Yu Qiao, Ye Lin Tun, Minh N. H. Nguyen, Choong Seon Hong:
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality. CoRR abs/2401.13898 (2024) - [i12]Ye Lin Tun, Chu Myaet Thwal, Minh N. H. Nguyen, Choong Seon Hong:
Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training. CoRR abs/2407.15426 (2024) - 2023
- [j12]Ye Lin Tun, Minh N. H. Nguyen, Chu Myaet Thwal, Jinwoo Choi, Choong Seon Hong:
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data. Neural Networks 165: 689-704 (2023) - [j11]Minh N. H. Nguyen, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. IEEE Trans. Mob. Comput. 22(1): 541-555 (2023) - [j10]Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Self-Organizing Democratized Learning: Toward Large-Scale Distributed Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10698-10710 (2023) - [i11]Loc X. Nguyen, Ye Lin Tun, Yan Kyaw Tun, Minh N. H. Nguyen, Chaoning Zhang, Zhu Han, Choong Seon Hong:
Swin Transformer-Based Dynamic Semantic Communication for Multi-User with Different Computing Capacity. CoRR abs/2307.03402 (2023) - [i10]Huy Q. Le, Minh N. H. Nguyen, Chu Myaet Thwal, Yu Qiao, Chaoning Zhang, Choong Seon Hong:
FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning. CoRR abs/2307.13214 (2023) - [i9]Ye Lin Tun, Minh N. H. Nguyen, Chu Myaet Thwal, Jinwoo Choi, Choong Seon Hong:
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data. CoRR abs/2311.16535 (2023) - 2022
- [j9]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-Assisted Democratized Learning Toward Federated Analytics. IEEE Internet Things J. 9(1): 572-588 (2022) - [i8]Minh N. H. Nguyen, Huy Q. Le, Shashi Raj Pandey, Choong Seon Hong:
CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning. CoRR abs/2204.01542 (2022) - 2021
- [j8]Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. 16(1): 49-62 (2021) - [j7]Canh T. Dinh, Nguyen Hoang Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli:
Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation. IEEE/ACM Trans. Netw. 29(1): 398-409 (2021) - [j6]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach. IEEE Trans. Wirel. Commun. 20(8): 4874-4887 (2021) - [c10]Huy Q. Le, Jong Hoon Shin, Minh N. H. Nguyen, Choong Seon Hong:
Distilling Knowledge in Federated Learning. APNOMS 2021: 196-201 - 2020
- [j5]Latif U. Khan, Shashi Raj Pandey, Nguyen Hoang Tran, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. IEEE Commun. Mag. 58(10): 88-93 (2020) - [j4]Minh N. H. Nguyen, Chit Wutyee Zaw, Kitae Kim, Nguyen Hoang Tran, Choong Seon Hong:
Let's Share the Resource When We're Co-Located: Colocation Edge Computing. IEEE Trans. Veh. Technol. 69(5): 5618-5633 (2020) - [i7]Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR abs/2003.09301 (2020) - [i6]Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Choong Seon Hong, Nguyen Hoang Tran, Walid Saad:
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems. CoRR abs/2007.03278 (2020) - [i5]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. CoRR abs/2009.10269 (2020) - [i4]Minh N. H. Nguyen, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. CoRR abs/2011.12469 (2020) - [i3]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-assisted Democratized Learning Towards Federated Analytics. CoRR abs/2012.00425 (2020)
2010 – 2019
- 2019
- [c9]Minh N. H. Nguyen, Chit Wutyee Zaw, Kitae Kim, Choong Seon Hong:
Joint User Association and Server Scaling in Multi-access Edge Computing. APNOMS 2019: 1-4 - [c8]Nguyen Hoang Tran, Wei Bao, Albert Y. Zomaya, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning over Wireless Networks: Optimization Model Design and Analysis. INFOCOM 2019: 1387-1395 - [i2]Canh T. Dinh, Nguyen Hoang Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli:
Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation. CoRR abs/1910.13067 (2019) - [i1]Latif U. Khan, Nguyen Hoang Tran, Shashi Raj Pandey, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. CoRR abs/1911.05642 (2019) - 2018
- [j3]Nguyen Hoang Tran, Chuan Pham, Minh N. H. Nguyen, Shaolei Ren, Choong Seon Hong:
Incentivizing Energy Reduction for Emergency Demand Response in Multi-Tenant Mixed-Use Buildings. IEEE Trans. Smart Grid 9(4): 3701-3715 (2018) - [j2]Minh N. H. Nguyen, Nguyen Hoang Tran, Mohammad A. Islam, Chuan Pham, Shaolei Ren, Choong Seon Hong:
Fair Sharing of Backup Power Supply in Multi-Operator Wireless Cellular Towers. IEEE Trans. Wirel. Commun. 17(3): 2080-2093 (2018) - [j1]Phuong Luu Vo, Minh N. H. Nguyen, Tuan-Anh Le, Nguyen Hoang Tran:
Slicing the Edge: Resource Allocation for RAN Network Slicing. IEEE Wirel. Commun. Lett. 7(6): 970-973 (2018) - [c7]Minh N. H. Nguyen, Nguyen Hoang Tran, Mohammad A. Islam, Chuan Pham, Shaolei Ren, Choong Seon Hong:
Multi-operator backup power sharing in wireless base stations. NOMS 2018: 1-9 - 2017
- [c6]Minh N. H. Nguyen, DoHyeon Kim, Nguyen Hoang Tran, Choong Seon Hong:
Multi-stage stackelberg game approach for colocation datacenter demand response. APNOMS 2017: 139-144 - [c5]Minh N. H. Nguyen, Chuan Pham, Nguyen Hoang Tran, Choong Seon Hong:
Outliers detection and correction for cooperative distributed online learning in Wireless sensor network. ICOIN 2017: 349-353 - 2016
- [c4]Minh N. H. Nguyen, Chuan Pham, Jae Hyeok Son, Choong Seon Hong:
Online learning-based clustering approach for news recommendation systems. APNOMS 2016: 1-4 - [c3]Chuan Pham, Nguyen Hoang Tran, Minh N. H. Nguyen, Jae Hyeok Son, Choong Seon Hong:
Hosting Virtual Machines on Distributed Datacenters. IMCOM 2016: 85:1-85:5 - [c2]Nguyen Hoang Tran, Chuan Pham, Minh N. H. Nguyen, Shaolei Ren, Choong Seon Hong:
Incentive-aligned mechanism for emergency demand response in multi-tenant mixed-use buildings. INFOCOM Workshops 2016: 112-117 - [c1]Chuan Pham, Nguyen Hoang Tran, Minh N. H. Nguyen, Shaolei Ren, Walid Saad, Choong Seon Hong:
Hosting virtual machines on a cloud datacenter: A matching theoretic approach. NOMS 2016: 659-664
Coauthor Index
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