FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices Using Divide and Collaborative Training

Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
IEEE Transactions on Network and Service Management (12 September 2023) | DOI: 10.1109/TNSM.2023.3314066
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Efficient Human Vision Inspired Action Recognition using Adaptive Spatiotemporal Sampling

Khoi-Nguyen C. Mac, Minh N. Do, Minh P. Vo
IEEE Transactions on Image Processing (31 August 2023) DOI: 10.1109/TIP.2023.3310661
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Absorbance biosensors-based hybrid 𝐌𝐨𝐒2 nanosheets for Escherichia coli detection

Son Hai Nguyen, Phan Kim Thi Vu & Mai Thi Tran
Scientific Reports, Volume 13, Article number: 10235 (July 2023)
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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
The International Joint Conference on Neural Networks (IJCNN 2023) - June 18 - June 23, 2023, Queensland, Australia
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Enhancing Few-shot Image Classification with Cosine Transformer

Quang-Huy Nguyen, Cuong Q Nguyen, Dung D Le, Hieu H. Pham
IEEE Access, Vol. 11, pp. 79659-79672, 2023, doi: 10.1109/ACCESS.2023.3298299.
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CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization

Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
The 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2023) - BANGALORE, INDIA | MAY 1-4, 2023 (Best Paper Award - ML Track)
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