Nang Hung Nguyen

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Multi Armed Bandits

Prior Domain Knowledge

Top Venues

Publications

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)
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 (2023)
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)
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)
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 (2022)
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)
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)
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 (2021)