Selected Publications
Developing Interactive Pedagogical Agents: Building Scaffolding Dialogues with Simulated Novices
Si Chen, Adam Acunin, Izzy Molnar, Khiem Le, Alex Ambrose, James Lang, Nitesh V. Chawla, Ronald Metoyer
arXiv preprint arXiv:2508.04428
📄 [Paper]
Bridging AI Adoption Gap: Designing Interactive Pedagogical Agents for Higher Education Instructors
Si Chen, Reid Metoyer, Khiem Le, Adam Acunin, Izzy Molnar, Alex Ambrose, James Lang, Nitesh V. Chawla, Ronald Metoyer
Proceedings of the International Conference on Artificial Intelligence in Education. Cham: Springer Nature Switzerland, 2025. p. 171-178
📄 [Paper]
AgentDrug: Utilizing Large Language Models in An Agentic Workflow for Zero-Shot Molecular Editing
Khiem Le, Ting Hua, Nitesh V. Chawla
Findings of the 2025 Conference on Empirical Methods in Natural Language Processing, pages 24448–24458, Suzhou, China. Association for Computational Linguistics
📄 [Paper] | 💻 [Code]
An Empirical Study of Federated Learning on Edge Devices: Resource Allocation and Heterogeneity
Manh Nguyen-Duc, Khiem Le, Long Ho, Cuong Do, Danh Le-Phuoc, Kok-Seng Wong
IEEE Transactions on Neural Networks and Learning Systems, vol. 37, no. 2, pp. 753-765, Feb. 2026
📄 [Paper] | 💻 [Code]
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
Khiem Le, Long Ho, Cuong Do, Danh Le-Phuoc, Kok-Seng Wong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 6027-6036
📄 [Paper] | 💻 [Code]
Enhancing Deep Learning-Based 3-Lead ECG Classification with Heartbeat Counting and Demographic Data Integration
Khiem H. Le, Hieu H. Pham, Thao B.T. Nguyen, Tu A. Nguyen, Tien N. Thanh, Cuong D. Do
Proceedings of the 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), Kuala Lumpur, Malaysia, 2022, pp. 154-159
📄 [Paper] | 💻 [Code]
LightX3ECG: A Lightweight and Explainable Deep Learning System for 3-Lead ECG Classification
Khiem H. Le, Hieu H. Pham, Thao B.T. Nguyen, Tu A. Nguyen, Tien N. Thanh, Cuong D. Do
Biomedical Signal Processing and Control, 2023, 85: 104963
📄 [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, 2022, 590: 1-14
📄 [Paper] | 💻 [Code]
A Novel Approach for Enhancing Vietnamese Sentiment Classification
Cuong V. Nguyen, Khiem H. Le, Binh T. Nguyen
Proceedings of the International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems. Cham: Springer International Publishing, 2021. p. 99-111
📄 [Paper] | 💻 [Code]