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ORCIDThuy Dung Nguyen
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2020 – today
- 2024
[j5]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): 107166 (2024)- [j4]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: 107591 (2024) - 2023
- [j3]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): 107073 (2023) - [c8]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: 959-974 - [c7]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: 1-10 - [c6]Thuy Dung Nguyen, Tuan Nguyen, Anh Tran, Khoa D. Doan, Kok-Seng Wong:
IBA: Towards Irreversible Backdoor Attacks in Federated Learning. NeurIPS 2023 - [i4]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. CoRR abs/2303.02213 (2023) - [i3]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 abs/2305.00328 (2023) - 2022
- [j2]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): 1186-1197 (2022) - [c5]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: 354-369 - [c4]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 - [i2]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 abs/2208.02432 (2022) - [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)
2010 – 2019
- 2010
- [j1]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): 1-23 (2010) - [c3]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: 387-388 - [c2]Thuy Dung Nguyen, Minh-Thang Luong:
WINGNUS: Keyphrase Extraction Utilizing Document Logical Structure. SemEval@ACL 2010: 166-169
2000 – 2009
- 2007
- [c1]Thuy Dung Nguyen, Min-Yen Kan:
Keyphrase Extraction in Scientific Publications. ICADL 2007: 317-326
Coauthor Index
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