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2020 – today
- 2023
[c5]Quang-Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham
, Phi Le Nguyen, Truong Thao Nguyen:
SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. candar 2023: 120-126- [c4]Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen:
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CCGrid 2023: 249-261 - [i2]Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen:
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CoRR abs/2302.10413 (2023) - 2022
- [c3]Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen:
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. ICPP 2022: 73:1-73:11 - [c2]Hieu Dinh, Nang Hung Nguyen, Trung Thanh Nguyen, Thanh-Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen:
Deep Reinforcement Learning-based Offloading for Latency Minimization in 3-tier V2X Networks. WCNC 2022: 1803-1808 - [i1]Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Truong Thao Nguyen:
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. CoRR abs/2208.02442 (2022) - 2021
- [j1]Phi Le Nguyen, Nang Hung Nguyen, Tuan Anh Nguyen Dinh, Khanh Le, Thanh-Hung Nguyen, Kien Nguyen:
QIH: An Efficient Q-Learning Inspired Hole-Bypassing Routing Protocol for WSNs. IEEE Access 9: 123414-123429 (2021) - [c1]Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh-Hung Nguyen, Kien Nguyen:
Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks. EUC 2021: 47-55
Coauthor Index
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