Posts and Telecommunications Institute of Technology

FACULTY OF INFORMATION TECHNOLOGY 1

Research Areas

Applied Machine Learning for Sustainable Development

  • Lĩnh vực nghiên cứu: Machine learning for sustainable development: forest-resource monitoring and wood-species identification Modelling and simulation of complex systems Pattern recognition and data analysis: Detection, Classification and Information Extraction

  • Địa chỉ: Intelligent Computing for Sustainable Development Lab

  • Trưởng nhóm: Assoc. Prof. Nguyễn Trọng Khánh

  • Số thành viên: 6

Multimodal AI Research Group (MAIR)

  • Lĩnh vực nghiên cứu: Our research focuses on deep learning and machine learning techniques for multimodal reasoning. These capabilities are key building blocks for the next generation of virtual assistant systems, AI applications in Vietnamese culture, and AI for education.

  • Địa chỉ: IT Talent Development Lab

  • Trưởng nhóm: Dr. Hoàng Mạnh Cường, Dr Nguyễn Xuân Đức, Dr. Đặng Hoàng Long

  • Số thành viên: 10

Computer Vision

  • Lĩnh vực nghiên cứu: Content-Based Image Retrieval (CBIR) Models; Semantic Image Retrieval Models; Deep Learning Models for Computer Vision

  • Địa chỉ: PTIT

  • Trưởng nhóm: Dr. Đào Thị Thúy Quỳnh

  • Số thành viên: 4

Advanced Network Applications

  • Lĩnh vực nghiên cứu: Our research interests focus on pioneering the architecture of next-generation networking systems to achieve unprecedented performance, robust reliability, and seamless scalability for future communication infrastructures. The research directions include the design and optimization of advanced network architectures, intelligent and autonomous network management, AI-driven monitoring and analytics, and zero-touch orchestration for self-configuring and self-healing networks. We also explore the application of artificial intelligence and machine learning techniques to enable adaptive, efficient, and fully autonomous networking systems capable of supporting emerging large-scale and data-intensive applications.

  • Địa chỉ: PTIT

  • Trưởng nhóm: Assoc. Prof. Phạm Tuấn Minh

  • Số thành viên: 8