List of research directions, dissertations, theses, capstone projects, and supervising lecturers:
1. List of faculty lecturers supervising research and capstone theses
|
No. |
Supervising Lecturer |
Research/Application Areas |
Research Topics |
Notes --------------------------------------- |
|
1 |
Dr. Nguyễn Gia Tuấn Anh |
- Data, databases, data visualization. |
1. Map applications on mobile devices and PCs. 2. Applications that leverage data and databases for society, education, economy, and entertainment. 3. Special support for STARTUP projects. 4. Topics on 3D/4D GIS and modern databases. |
Email: anhngt@uit.edu.vn |
|
2 |
Dr. Nguyễn Văn Kiệt |
- Research fields: Data Science and Artificial Intelligence (AI).
|
1. Sentiment analysis or user opinion analysis. 2. Chatbots, Machine Reading Comprehension, and Question Answering. 3. Text classification related to Data Science topics. 4. Text-to-SQL (natural-language SQL query recognition). 5. Constructing and ensuring quality of datasets for research and applications. 6. Building intelligent applications integrating AI (speech and language processing) on mobile and web platforms. |
Email: kietnv@uit.edu.vn. Requirements: SERIOUS work attitude; strong programming (Python or Java). Note: Only 2nd- and 3rd-year students are accepted. |
|
3 |
Dr. Đỗ Trọng Hợp |
- Digital signal processing, image processing. |
1. Vehicle-to-everything communication using cameras. 2. Tracking and predicting movements of vehicles on roads. 3. Communication and positioning using visible light. |
Email: hopdt@uit.edu.vn |
|
4 |
M.Sc. Võ Ngọc Tân |
- Website development |
1. Building an e-commerce website. 2. Building applications. |
Email: tanvn@uit.edu.vn |
|
5 |
M.Sc. Nguyễn Thị Anh Thư |
- Machine Learning. - Data Mining. - Data Science. |
Building social-media data processing modules. |
Email: thunta@uit.edu.vn |
|
6 |
M.Sc. Võ Tấn Khoa |
- Deep Learning. - Crowd video processing. - Web and mobile app development. - Blockchain technology. |
Applying Deep Learning to crowd video analysis. |
Email: khoavt@uit.edu.vn |
|
7 |
M.Sc. Tạ Thu Thủy |
- Natural Language Processing. |
Discourse relation recognition; correcting misuse of connectives in English text. |
Email: thuthuyt@uit.edu.vn |
|
8 |
M.Sc. Phạm Thế Sơn Lecturer |
- Data Science. - Machine Learning. |
1. Prediction systems using machine learning. 2. Recommender systems. 3. Exploratory Data Analysis (EDA). 4. Big Data analysis. 5. Feature engineering techniques. |
Email: sonpt@uit.edu.vn |
|
9 |
M.Sc. Lưu Thanh Sơn Lecturer |
- Research areas: + Machine Learning. + Natural Language Processing. |
1. Offensive comment classification on social networks. 2. Machine Reading Comprehension. |
Email: sonlt@uit.edu.vn |
|
10 |
Dr. Nguyễn Tấn Cầm Lecturer |
- Privacy and security in mobile devices, IoT, and networks - Mobile forensics - Blockchain for information assurance - Applied IoT and blockchain |
- Detecting and classifying Android malware. - Mobile digital forensics - Enhancing information security. - Blockchain and applications |
Email: camnt@uit.edu.vn |
|
11 |
Dr. Nguyễn Tất Bảo Thiện Lecturer |
- Image processing - Soft computing - Machine learning / Deep learning - Biomedical informatics |
- Biomedical image processing - Heart disease diagnosis from ECG signals - Lung disease diagnosis from X-ray images - Abnormality detection on biopsy images |
- Strong skills in Mathematics, English, and Python required - Email: nguyentatbaothien@gmail.com |
|
12 |
M.Sc. Tô Quốc Huy Lecturer |
- Natural Language Processing. - Web system development (applying machine learning models) |
- Multi-document automatic summarization. - Text classification. |
Email: huytq@uit.edu.vn |
|
13 |
M.Sc. Huỳnh Văn Tín Lecturer |
- Natural Language Processing. - Recommender systems |
1. Sentiment analysis or user opinion analysis. 2. Natural Language Inference. 3. Machine Reading Comprehension and Question Answering. 4. Text classification related to Data Science topics. 5. Fact checking 6. Recommender systems. |
Email: tinhv@uit.edu.vn |
|
14 |
M.Sc. Phạm Nguyễn Phúc Toàn |
Image processing and computer vision |
- Object detection in images and videos.
- Image data augmentation for image classification tasks.
- Image generation using GANs and variants
|
Email: toanpnp@uit.edu.vn |
|
15 |
B.Sc. Trần Quốc Khánh |
Natural Language Processing Information extraction
Applied machine learning
|
Information verification and evidence retrieval. Sentiment analysis. Extraction and classification of semantic relations. |
Email: khanhtq@uit.edu.vn |
|
16 |
B.Sc. Nguyễn Hiếu Nghĩa |
Natural Language Processing Statistical Machine Learning
|
Big data analytics |
Email: nghiangh@uit.edu.vn |
|
17 |
M.Sc. Phạm Nhật Duy Lecturer |
Malware analysis Mobile device security |
Android malware classification |
Email: duypn@uit.edu.vn |
| 2. List of external lecturers supervising research and capstone theses | ||||
|
No. |
Supervising Lecturer |
Research/Application Areas |
Research Topics |
Notes |
|
1 |
Dr. Nguyễn Tấn Trần Minh Khang Lecturer, Vice Rector |
- Research areas: + Data Science. + Artificial Intelligence (AI). - Research group website: here. |
1. Object detection in document images. 2. Object detection in aerial images. 3. Human action recognition. |
Email: khangnttm@uit.edu.vn Requirement: be present at school 8 hours/day for study and research. |
|
2 |
Assoc. Prof. Dr. Nguyễn Lưu Thuỳ Ngân Lecturer, Vice Rector |
- Research area: Natural Language Processing. - Research group website: here. |
1. Text processing. 2. Sentiment analysis, review analysis. 3. Fake news detection. 4. Question answering, reading comprehension. 5. Data analysis. |
Email: ngannlt@uit.edu.vn |
|
3 |
Dr. Lương Ngọc Hoàng Lecturer |
- Research areas: + Evolutionary Algorithms. + Artificial Intelligence. + NeuroEvolution. - Personal website: here. |
Email: hoangln@uit.edu.vn Requirements for students: 1. Agree to write the thesis and reports in English. 2. Be humble, honest, and diligent. Note: As a lecturer from the Faculty of Computer Science, students are encouraged to contact the lecturer from Year 2 or at the beginning of Semester 1 of Year 3 to explore and determine suitable research topics. |
|
|
4 |
M.Sc. Phan Thế Duy Researcher |
- Research areas: + Software Engineering (research and development of application software). + Information Security. - InSecLab research group website: here. |
1. Tele-conference app (audio and video meeting) development: mobile app (Android/iOS/React Native) / web app / Windows app: + End-to-end encryption for messaging and communication. + Multi-control unit. + Large-scale user support. + High quality and performance of tele-conference apps. 2. Blockchain development for security and privacy-preserving: + Blockchain for AI and smart environments. + Blockchain for software engineering. 3. Deep learning in cybersecurity: + Deep learning–based intrusion detection systems. + Generative Adversarial Networks and adversarial attacks on deep learning–based security approaches. 4. Software-Defined Networking (SDN) security. |
Email: duypt@uit.edu.vn |
3. Catalog of research directions and supervisors for master's students and doctoral candidates
|
No. |
Research directions / (1) |
Name, degree, (2) |
Supervisor requirements for PhD candidates regarding foundational knowledge and working modality (3) |
Support policies for PhD candidates (4) |
Number of PhD candidates (5) |
Other requirements (6) |
|
1 |
Research directions in Internet of Things (IoTs), including: i) Network protocol development, intelligent network architectures ii) System reconfiguration, resource optimization iii) Cloud-based solutions for storage and retrieval of large-scale IoT data |
Assoc. Prof. Dr. Lê Trung Quân |
Solid foundation required in: i) Network systems, wireless networks ii) Network and systems programming, C/C++ iii) Optimization and graph theory |
02 |
||
|
2 |
Research directions in information security, including: i) Security issues in networks and systems ii) Information security aspects related to big data processing on cloud platforms |
Dr. Phạm Văn Hậu |
Solid foundation required in: i) Computer networks ii) Systems iii) Proficiency in at least one programming language |
Participate in research projects; teaching assistantship |
01 |
|
|
3 |
Topics on data and databases. 3D/4D GIS |
Dr. Nguyễn Gia Tuấn Anh |
Knowledge of data and databases required |
Teaching assistantship; participation in projects |
01 |
|
|
4 |
Vietnamese speech recognition for human–machine interaction
|
Assoc. Prof. Dr. Vũ Đức Lung |
Solid knowledge of digital signal processing, machine learning, and strong programming skills |
Join the research group and receive funding depending on contribution level |
1 |
Vietnamese speech recognition for human–machine interaction
|
|
5 |
Image processing, recognition, and classification applied to detecting and preventing pornographic websites. |
Assoc. Prof. Dr. Vũ Đức Lung |
Solid knowledge of digital signal processing, image processing, machine learning, and strong programming skills |
Join the research group and receive funding depending on contribution level |
1 |
Image processing, recognition, and classification applied to detecting and preventing pornographic websites. |
