Thuy Dung Nguyen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 13

Top Topics

Medical Practice

Medical Knowledge

Knowledge Acquisition

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Green Commun. Netw.

Publications

Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen
GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Eng. Appl. Artif. Intell. 128 (2024)
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa Doan, Kok-Seng Wong
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions. CoRR (2023)
Thuy Dung Nguyen, Tuan Nguyen, Anh Tran, Khoa D. Doan, Kok-Seng Wong
IBA: Towards Irreversible Backdoor Attacks in Federated Learning. NeurIPS (2023)
Thai-Hung Nguyen, Hong-Phuc Vu, Thuy Dung Nguyen, Tuan Minh Nguyen, Khoa D. Doan, Kok-Seng Wong
Empirical Study of Federated Unlearning: Efficiency and Effectiveness. ACML (2023)
Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. IJCNN (2023)
Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji
Attentional ensemble model for accurate discharge and water level prediction with training data enhancement. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. CoRR (2023)
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen
Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance. ACIIDS (Companion) (2022)
Thuy Dung Nguyen, Tuyen Nguyen, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs. IEEE Trans. Green Commun. Netw. 6 (2) (2022)
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh-Hung Nguyen, Phi Le Nguyen
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance. CoRR (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)
Minh-Thang Luong, Thuy Dung Nguyen, Min-Yen Kan
Logical Structure Recovery in Scholarly Articles with Rich Document Features. Int. J. Digit. Libr. Syst. 1 (4) (2010)
Thuy Dung Nguyen, Minh-Thang Luong
WINGNUS: Keyphrase Extraction Utilizing Document Logical Structure. SemEval@ACL (2010)
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
ForeCite: towards a reader-centric scholarly digital library. JCDL (2010)
Thuy Dung Nguyen, Min-Yen Kan
Keyphrase Extraction in Scientific Publications. ICADL (2007)