Thuy Dung Nguyen

According to our database, Thuy Dung Nguyen authored at least 16 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions.

Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong

Eng. Appl. Artif. Intell., January, 2024

GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices.

Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen

Eng. Appl. Artif. Intell., 2024

2023

Attentional ensemble model for accurate discharge and water level prediction with training data enhancement.

Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji

Eng. Appl. Artif. Intell., November, 2023

FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.

Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen

CoRR, 2023

IBA: Towards Irreversible Backdoor Attacks in Federated Learning.

Thuy Dung Nguyen, Tuan Nguyen, Anh Tran, Khoa D. Doan, Kok-Seng Wong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.

Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen

Proceedings of the International Joint Conference on Neural Networks, 2023

Empirical Study of Federated Unlearning: Efficiency and Effectiveness.

Thai-Hung Nguyen, Hong-Phuc Vu, Thuy Dung Nguyen, Tuan Minh Nguyen, Khoa D. Doan, Kok-Seng Wong

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs.

Thuy Dung Nguyen, Tuyen Nguyen, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen

IEEE Trans. Green Commun. Netw., 2022

FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning.

Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Truong Thao Nguyen

CoRR, 2022

Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance.

Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh-Hung Nguyen, Phi Le Nguyen

CoRR, 2022

FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning.

Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen

Proceedings of the 51st International Conference on Parallel Processing, 2022

Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance.

Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2010

Logical Structure Recovery in Scholarly Articles with Rich Document Features.

Minh-Thang Luong, Thuy Dung Nguyen, Min-Yen Kan

Int. J. Digit. Libr. Syst., 2010

WINGNUS: Keyphrase Extraction Utilizing Document Logical Structure.

Thuy Dung Nguyen, Minh-Thang Luong

Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

ForeCite: towards a reader-centric scholarly digital library.

Thuy Dung Nguyen, Min-Yen Kan, Dinh-Trung Dang, Markus Hänse, Ching Hoi Andy Hong, Minh-Thang Luong, Jesse Prabawa Gozali, Kazunari Sugiyama, Yee Fan Tan

Proceedings of the 2010 Joint International Conference on Digital Libraries, 2010

2007

Keyphrase Extraction in Scientific Publications.

Thuy Dung Nguyen, Min-Yen Kan

Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007