Thuy Dung Nguyen

19 papers A* 1B 2C 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems.
CoRR
Hoang Pham, Thuy Dung Nguyen, Khac-Hoai Nam Bui
2025 — conf
Trigger-Based Fragile Model Watermarking for Image Transformation Networks.
ESORICS (1)
Preston K. Robinette, Thuy Dung Nguyen, Samuel Sasaki, Taylor T. Johnson
2024 J jnl
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions.
Eng. Appl. Artif. Intell.
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
2024 J jnl
GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices.
Eng. Appl. Artif. Intell.
Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen
2023 J jnl
Attentional ensemble model for accurate discharge and water level prediction with training data enhancement.
Eng. Appl. Artif. Intell.
Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji
2023 J jnl
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions.
CoRR
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
2023 C conf
Empirical Study of Federated Unlearning: Efficiency and Effectiveness.
ACML
Thai-Hung Nguyen, Hong-Phuc Vu, Thuy Dung Nguyen, Tuan Minh Nguyen, Khoa D. Doan, Kok-Seng Wong
2023 B conf
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.
IJCNN
Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
2023 J jnl
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.
CoRR
Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen
2023 A* conf
IBA: Towards Irreversible Backdoor Attacks in Federated Learning.
NeurIPS
Thuy Dung Nguyen, Tuan Nguyen, Anh Tran, Khoa D. Doan, Kok-Seng Wong
2022 B conf
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning.
ICPP
Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen
2022 J jnl
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning.
CoRR
Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Truong Thao Nguyen
2022 — conf
Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance.
ACIIDS (Companion)
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen
2022 J jnl
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance.
CoRR
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh-Hung Nguyen, Phi Le Nguyen
2022 J jnl
Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs.
IEEE Trans. Green Commun. Netw.
Thuy Dung Nguyen, Tuyen Nguyen, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
2010 — conf
ForeCite: towards a reader-centric scholarly digital library.
JCDL
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
2010 J jnl
Logical Structure Recovery in Scholarly Articles with Rich Document Features.
Int. J. Digit. Libr. Syst.
Minh-Thang Luong, Thuy Dung Nguyen, Min-Yen Kan
2010 — conf
WINGNUS: Keyphrase Extraction Utilizing Document Logical Structure.
SemEval@ACL
Thuy Dung Nguyen, Minh-Thang Luong
2007 — conf
Keyphrase Extraction in Scientific Publications.
ICADL
Thuy Dung Nguyen, Min-Yen Kan