Publications

Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
Khiem Le, Long Ho, Cuong Do, Danh Le-Phuoc, Kok-Seng Wong
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
📄 [Paper] | 💻 [Code]

An Empirical Study of Federated Learning on IoT Devices: Resource Allocation
Manh Nguyen-Duc^†, Khiem Le-Huy^†, Long Ho-Tuan, Cuong Do-Danh, Danh Le-Phuoc, Kok-Seng Wong
arXiv:2305.19831
📄 [Paper] | 💻 [Code]

HyperRouter: Toward Efficient Training and Inference of Sparse Mixture of Experts via HyperNetwork
GT Do, KH Le, TT Nguyen, QH Pham, BT Nguyen, TN Doan, C Liu, R Savitha, X Li, SCH Hoi
Conference on Empirical Methods in Natural Language Processing 2023
📄 [Paper] | 💻 [Code]

Enhancing Deep Learning-Based 3-Lead ECG Classification with Heartbeat Counting and Demographic Data Integration
Khiem H. Le, Hieu H. Pham, Thao BT. Nguyen, Tu A. Nguyen, Tien N. Thanh, Cuong D. Do
IEEE-EMBS Conference on Biomedical Engineering and Sciences 2022
📄 [Paper] | 💻 [Code]

LightX3ECG: A Lightweight and Explainable Deep Learning System for 3-Lead Electrocardiogram Classification
Khiem H. Le, Hieu H. Pham, Thao BT. Nguyen, Tu A. Nguyen, Tien N. Thanh, Cuong D. Do
Biomedical Signal Processing and Control, Volume 85, 2023
📄 [Paper] | 💻 [Code]

Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis
Khiem H. Le^†, Tuan V. Tran^†, Hieu H. Pham, Hieu T. Nguyen, Tung T. Le, Ha Q. Nguyen
IEEE Access, Volume 11, 2023
📄 [Paper] | 💻 [Code]

Learning for Amalgamation: A Multi-Source Transfer Learning Framework for Vietnamese Sentiment Classification
Cuong V. Nguyen, Khiem H. Le, Anh M. Tran, Quang H. Pham, Binh T. Nguyen
Information Sciences, Volume 590, 2022
📄 [Paper] | 💻 [Code]

A Novel Approach for Enhancing Vietnamese Sentiment Classification
Cuong V. Nguyen, Khiem H. Le, Binh T. Nguyen
International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems 2021
📄 [Paper] | 💻 [Code]