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Research Projects

• Hệ thống thông tin quản lý thực hành tích hợp điểm danh bằng nhận diện khuôn mặt. Practice Management Information System Integrating Attendance With Face Recognition (article in Vietnamese with an abstract in English). (06/2020 - 12/2020).

• Sử dụng phương pháp binning để nâng cao hiệu quả chẩn đoán bệnh của các mô hình máy học trên dữ liệu Metagenomic. Using binning method to improve disease diagnosis efficiency of machine learning models on Metagenomic data (article in Vietnamese with an abstract in English). (12/2019 - 04/2020).

Honors & Awards

• NSTC Graduate Research Fellowship Pilot Program (Ph.D degree) - Advisor: Wen-Chih Peng

• AWS DeepRacer League Championship Finals 2023 in Las Vegas

• Certificate of Full Scholarship of National Yang Ming Chiao Tung University

• Odon Vallet Fellowship Certificate in 2021

• Certificate of Completion Summer School on Advances in Data Science and Artificial Intelligence 2021

• Certificate of Completion KIT Bio Tech & IT Online Spring School 2021

• Scholarship for the Best Student of the Academic Year 2017-2021

• Certificate of Achievement the ASIA Vietnam ICPC Regional Contest from 2017-2020

• Third Prize at the 2020 ICPC Vietnam Southern Provincial Programming Contest

• Exchange Student in Chulalongkorn University, Thailand in 2019

• Third Prize: Olympiad for IT student (specialized), 2018

• Second Prize: Olympiad for IT student (non-specialized), 2017

• Second Prize: Young Informatics Innovative Software, 2016

• Silver/Bronze Medal Olympic 30.4, 2015/2016

• Microsoft Certified Application Specialist: Using Microsoft Office Excel 2013

Volunteer Experiences

• Certificate of honor as a vice president of the Vietnamese Student Association (VSA) at National Yang Ming Chiao Tung University by VSA in Taiwan 2023

• Certificate of supporting for International Day by Office of International Affairs at National Yang Ming Chiao Tung University in 2023

• IEEE International Conference on Knowledge and Systems Engineering (KSE) 2020. Organized by Can Tho University (CTU) cooperated with VNU University of Engineering and Technology. (Assistant)

Work Experiences

• 1-year experience in front-end web (jQuery & React JS) and mobile apps (React Native). (Dec 2018 – Dec 2019).

Publications

Conference Papers:

• I Lee, Hoang-Giang Cao, Cong-Tinh Dao, and I-Chen Wu. (2024). Gradient-based Regularization for Action Smoothness in Robotic Control with Reinforcement Learning. 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). (Under Submission).

• Phan, T. M. N., Dao, C. T., Phan, T. T., & Nguyen, H. T. (2023, October). SDCANet: Enhancing Symptoms-Driven Disease Prediction with CNN-Attention Networks. In International Conference on Intelligent Systems and Data Science (pp. 15-30).

• Dao, T. C., & Nguyen, H. T. (2021). Human mobility prediction using k-latest check-ins. In Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications: 8th International Conference, FDSE 2021, Virtual Event, November 24–26, 2021, Proceedings 8 (pp. 36-49).

• Nguyen, T. H., Dao, C. T., Phan, N. M. T., Nguyen, T. N. C., Phan, T. T., & Pham, H. N. (2020). Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance. In Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications: 7th International Conference, FDSE 2020, Quy Nhon, Vietnam, November 25–27, 2020, Proceedings 7 (pp. 130-148).

• Nguyen, T. H., Phan, T. T., Dao, C. T., Ta, D. V. P., Nguyen, T. N. C., Phan, N. M. T., & Pham, H. N. (2021). Effective Disease Prediction on Gene Family Abundance Using Feature Selection and Binning Approach. In IT Convergence and Security: Proceedings of ICITCS 2020 (pp. 19-28).

Journal Papers:

• Nguyen, H. T., Dao, T. C., Phan, T. M. N., & Phan, T. T. (2022). Fake face detection in video using shallow deep learning architectures. International Journal of Intelligent Systems Technologies and Applications, 20(6), 469-486.

• Nguyen, H. T., Nguyen, C. N. T., Phan, T. M. N., & Dao, T. C. (2021). Pleural Effusion Diagnosis using Local Interpretable Model-agnostic Explanations and Convolutional Neural Network. IEIE Transactions on Smart Processing & Computing, 10(2), 101-108.

• Nguyen, H. T., Phan, T. T., Dao, T. C., Phan, T. M. N., Ta, P. V. D., Nguyen, C. N. T., ... & Huynh, H. X. (2021). Gene Family Abundance Visualization based on Feature Selection Combined Deep Learning to Improve Disease Diagnosis. Journal of Engineering & Technological Sciences, 53(1).

• Phan, T. T., Ta, P. V. D., Phan, T. M. N., Nguyen, C. N. T., Dao, T. C., Pham, N. H., & Nguyen, H. T. (2020). Evaluation of Assistance Tools for Diagnosis of Diseases by Approaching to Personalized Medicine on Metagenomic Data. Dalat University Journal of Science, 117-144.

Theses

• Cong-Tinh Dao. Action Recognition and Its Application For Controlling Video Game via Digital Camera. Engineering Thesis in Computer Science, Can Tho University, October 2021.

• Cong-Tinh Dao. Derivative-based Regularization for Action Smoothness in Deep Reinforcement Learning Robotics Control. Master's thesis in EECS, National Yang Ming Chiao Tung University, April 2024.