Research & SUPERVISIONS

UiTiOt Research Group, Department of Computer Networks, VNUHCM-UIT

1. Quan LE-TRUNG, Assoc. Prof. Dr.techn.;

2. Dang Van Huynh, PhD;

3. Thuat Nguyen-Khanh, MSc;

4. Chuong Dang-Le-Bao, MSc;

5. Tuan Le-Anh, MSc;

6. Binh Bui-Thanh, MSc;

7. Luan Van-Thien, MSc;

8. Bao Nguyen-Van, MSc;

9. Phat Phan-Trung, MSc;

Advisors and Collaborators:

1. Prof. Trung Q. Duong, Canada Excellence Research Chair Memorial University, Editor-in-Chief IEEE COMST, FIEEE, FEIC, FIET

2. Prof. Long Bao Le, INRS, University of Quebec, Canada, IEEE Fellow.

3. Prof. Huan X. Nguyen, Professor of Digital Communication Engineering; Director of London Digital Twin Research Centre, Middlesex University, London, UK.

4. Assoc. Prof. Do-Duy Tan, Senior Lecturer, Ho Chi Minh City University of Technology and Engineering, Vietnam.

5. Assoc. Prof. Van-Hau Pham, Senior Lecturer, Head of the Information Security Laboratory, VNUHCM-UIT, Vietnam.

6. Dr. Tuan Anh Le, Senior Lecturer, Middlesex University London, UK.

7. Dr. Ha Dao, Researcher, Max Planck Institute for Informatics, FG INET, Gemany.

8. Dr. Hoa T. Nguyen, Research Scientist in the Quantum Systems Team at CSIRO’s Data61 – Australia’s National Research Organisation, Australia.

Supervisions

PhD Students

1. Dang Le Bao Chuong: Agentic digital twin architecture for 6G UAV networks, VNUHCM-UIT, 2026

2. Nguyen Khanh Thuat: A sustainable digital twin framework with decentralized machine learning for smart city, VNUHCM-UIT, 2026

3. TBA

Master Students

On-going projects

1. Ngo Quang Huy: Resource control for federated learning of language models at the edge

2. Pham Thai Bao: Federated learning in software-defined network intrusion detection

3. Huynh Phi Long: Source-free federated learning for chest X-ray lung segmentation across hospitals

4. Phan Van Minh: Adaptive age of information for federated digital twins in healthcare networks

5. Le Viet Hung: Elastic scheduling for quantum cloud workloads

6. Le Trieu Vi: MLOps orchestration for edge-deployed digital twins in 6G

7. Duong Thi An: AI-driven threat detection in next-G wireless systems

8. Nguyen Van Cuong: Closed-loop network digital twin for security in edge networks

9. Dinh Hoang Loc: Federated continual learning for intrusion detection in UAV networks

10. Nguyen Ngoc Tieu Long: Kernel defense and runtime security for Kubernetes

11. Nguyen Minh Quan: Multi-agent reinforcement learning for serverless AI inference

Undergraduate Students

On-going projects

1. Le Trung Kien, Tran Thi Thuy Tien: Proactive horizontal autoscaling for microservice

2. Phan Nguyen Hoai An: Quantum reinforcement learning for adaptive resource management

3. Vo Thi Hong Phuc, Huynh Thi Phuong Nghi: LLM-Guided reward adaptation for QoS-aware routing in SDN

4. Nguyen Van Tien, Nguyen Duc Tho: Explainable AI and Digital Twin for microservice systems

5. Tran Thuan Then: Canary release orchestration of xApps in O-RAN architectures

6. Nguyen Huu Luan: PINNs and multi-agent reinforcement learning for UAV networks

7. Truong Dao Anh Duy, Doan Thanh De: LLM-enhanced reinforcement learning for UAV networks

8. Doan Van Tai, Nguyen Truong Quang: AI-driven optimal decision-making in network digital twin

Completed

1. Phung Viet Bac, Tran Phuoc Dai: "Joint optimization of model variants and service placement in edge computing", Jul. 2026

2. Tran Hoai Phu: "Research on autonomous navigation architectures for mobile robots in unknown environments based on multimodal data", Jul. 2026

3. Nguyen Duong Hoang Phuc, Phan Van Tai: "A digital twin-assisted multi-agent reinforcement learning framework for safe multi-UAV trajectory coordination", Jul. 2026

4. Le Minh Hoang, Le Trung Hung: "Energy consumption management solution in smart homes based on digital twin" technology, Jan. 2026.

5. Pham Minh Quan,  Nguyen Dinh Minh Tam: "A hybrid reinforcement learning and leader beluga whale optimization-based home energy management system", Jan. 2026.