Minh-Duong Nguyen

25 papers Misc 1Journal 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Computation and Communication Efficient Federated Unlearning via On-server Gradient Conflict Mitigation and Expression.
CoRR
Minh-Duong Nguyen, Senura Hansaja, Le-Tuan Nguyen, Quoc-Viet Pham, Ken-Tye Yong, Nguyen H. Tran, Dung D. Le
2026 J jnl
Energy-Efficient and Real-Time Sensing for Federated Continual Learning via Sample-Driven Control.
IEEE Trans. Mob. Comput.
Minh Ngoc Luu, Minh-Duong Nguyen, Ebrahim Bedeer, Van Duc Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Quoc-Viet Pham
2026 J jnl
Generative Modeling in Protein Design: Neural Representations, Conditional Generation, and Evaluation Standards.
CoRR
Senura Hansaja Wanasekara, Minh-Duong Nguyen, Xiaochen Liu, Nguyen H. Tran, Ken-Tye Yong
2026 J jnl
Prototypical Exemplar Condensation for Memory-efficient Online Continual Learning.
CoRR
Minh-Duong Nguyen, Thien-Thanh Dao, Le-Tuan Nguyen, Dung D. Le, Kok-Seng Wong
2026 J jnl
SC-GIR: Goal-Oriented Semantic Communication via Invariant Representation Learning for Image Transmission.
IEEE Trans. Mob. Comput.
Senura Hansaja Wanasekara, Van-Dinh Nguyen, Kok-Seng Wong, Minh-Duong Nguyen, Symeon Chatzinotas, Octavia A. Dobre
2026 J jnl
Toward Layer-Wise Personalized Federated Learning: Adaptive Layer Disentanglement via Conflicting Gradients.
IEEE Trans. Netw.
Minh-Duong Nguyen, Hoang-Khoi Do, Nam-Khanh Le, Nguyen Hoang Tran, Zhaohui Yang, Van-Duc Nguyen, Trinh Van Chien
2025 J jnl
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey.
IEEE Internet Things J.
Thai-Hoc Vu, Senthil Kumar Jagatheesaperumal, Minh-Duong Nguyen, Nguyen Van Huynh, Sunghwan Kim, Quoc-Viet Pham
2025 J jnl
Communication-Efficient and Accurate Approach for Aggregation in Federated Low-Rank Adaptation.
CoRR
Le-Tuan Nguyen, Minh-Duong Nguyen, Seon-Geun Jeong, Dung D. Le, Quoc-Viet Pham
2025 J jnl
Distortion Resilience for Goal-Oriented Semantic Communication.
IEEE Trans. Mob. Comput.
Minh-Duong Nguyen, Quang Do Vinh, Zhaohui Yang, Quoc-Viet Pham, Won-Joo Hwang
2025 J jnl
Enhancing Gradient Variance and Differential Privacy in Quantum Federated Learning.
CoRR
Duc-Thien Phan, Minh-Duong Nguyen, Quoc-Viet Pham, Huilong Pi
2025 J jnl
Federated Domain Generalization with Data-free On-server Gradient Matching.
CoRR
Trong-Binh Nguyen, Minh-Duong Nguyen, Jinsun Park, Quoc-Viet Pham, Won-Joo Hwang
2025 J jnl
Improving Generalization in Heterogeneous Federated Continual Learning via Spatio-Temporal Gradient Matching with Prototypical Coreset.
CoRR
Minh-Duong Nguyen, Le-Tuan Nguyen, Quoc-Viet Pham
2025 J jnl
Knowledge Abstraction for Knowledge-based Semantic Communication: A Generative Causality Invariant Approach.
CoRR
Minh-Duong Nguyen, Quoc-Viet Pham, Nguyen H. Tran, Hoang Khoi Do, Duy T. Ngo, Won-Joo Hwang
2025 J jnl
Multi-Agent Collaboration Mechanisms: A Survey of LLMs.
CoRR
Khanh-Tung Tran, Dung Dao, Minh-Duong Nguyen, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen
2025 J jnl
PAT: Pixel-wise Adaptive Training for long-tailed segmentation.
Pattern Recognit. Lett.
Hoang Khoi Do, Minh-Duong Nguyen, Nguyen H. Tran, Viet Dung Nguyen
2025 J jnl
Resource Allocation for Federated Learning With Highly Distorted Model.
IEEE Access
Ryu Junewoo, Nguyen Xuan Tung, Minh-Duong Nguyen, Quang Do Vinh, Won-Joo Hwang
2025 J jnl
Revisiting LARS for Large Batch Training Generalization of Neural Networks.
IEEE Trans. Artif. Intell.
Hoang Khoi Do, Minh-Duong Nguyen, Nguyen Tien Hoa, Long Tran-Thanh, Nguyen Hoang Tran, Quoc-Viet Pham
2024 J jnl
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey.
CoRR
Thai-Hoc Vu, Senthil Kumar Jagatheesaperumal, Minh-Duong Nguyen, Nguyen Van Huynh, Sunghwan Kim, Quoc-Viet Pham
2023 J jnl
HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks.
IEEE Trans. Mob. Comput.
Minh-Duong Nguyen, Sang-Min Lee, Quoc-Viet Pham, Dinh Thai Hoang, Diep N. Nguyen, Won-Joo Hwang
2023 J jnl
Joint Communication and Computation Framework for Goal-Oriented Semantic Communication with Distortion Rate Resilience.
CoRR
Minh-Duong Nguyen, Quang Vinh Do, Zhaohui Yang, Quoc-Viet Pham, Won-Joo Hwang
2023 J jnl
Sample-Driven Federated Learning for Energy-Efficient and Real-Time IoT Sensing.
CoRR
Minh Ngoc Luu, Minh-Duong Nguyen, Ebrahim Bedeer, Van Duc Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Quoc-Viet Pham
2022 J jnl
HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks.
CoRR
Minh-Duong Nguyen, Sang-Min Lee, Quoc-Viet Pham, Dinh Thai Hoang, Diep N. Nguyen, Won-Joo Hwang
2022 J jnl
Label driven Knowledge Distillation for Federated Learning with non-IID Data.
CoRR
Minh-Duong Nguyen, Quoc-Viet Pham, Dinh Thai Hoang, Long Tran-Thanh, Diep N. Nguyen, Won-Joo Hwang
2022 J jnl
Resource Allocation for Compression-aided Federated Learning with High Distortion Rate.
CoRR
Xuan-Tung Nguyen, Minh-Duong Nguyen, Quoc-Viet Pham, Quang Do Vinh, Won-Joo Hwang
2014 Misc conf
SecaaS Framework and Architecture: A Design of Dynamic Packet Control.
WISA
Ngoc-Tu Chau, Minh-Duong Nguyen, Seung Wook Jung, Souhwan Jung