I am a first-year PhD Student in the Department of Data Science at New Jersey Institute of Technology, advised by Hai Phan. My current research interest lies in ensuring the trustworthiness and privacy/security of AI models. I obtained my Bachelor’s Degree in Computer Science at University of Engineering and Technology, Vietnam National University Hanoi.

I am open to opportunities for collaborations and discussions. If my research resonates with your interests or you’d like to explore potential projects together, feel free to get in touch!

Education

• Bachelor’s Degree in Computer Science
  University of Engineering and Technology, Vietnam National University Hanoi
  2021 - 2025

Research Experience

• Graduate Research Assistant | Apr 2025 - Present
  New Jersey Institute of Technology
  Advisor: Hai Phan
• Research Intern | Jul 2024 - Dec 2024
  CFAR, A*STAR Agency for Science, Technology and Research, Singapore
  Advisor: Yang He
• Undergraduate Research Assistant | Aug 2022 - Jul 2024
  DS&KT Lab, University of Engineering and Technology, Vietnam National University Hanoi
  Advisors: Hoang-Quynh Le and Duy-Cat Can

Selected Publications

• A Multifaceted Approach to Drug-Drug Interaction Extraction with Fusion Strategies
  Ba-Hoang Tran, Hung-Manh Hoang, Binh-Nguyen Nguyen, Duy-Cat Can, Hoang-Quynh Le
  Journal of Biomedical Informatics, 2025
  [Paper] [Code]
• Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding
  Binh-Nguyen Nguyen, Yang He
  International Conference on Computational Linguistics (COLING) 2025
  [Paper] [Code]
• Improving Drug-Drug Interaction Extraction from Biomedical Literature Using Deep Multimodal Fusion
  Binh-Nguyen Nguyen, Ba-Hoang Tran, Duy-Cat Can, Trung-Hieu Do, Hoang-Quynh Le
  International Conference on the Development of Biomedical Engineering in Vietnam (BME) 2024
  [Paper]
• Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization
  Binh-Nguyen Nguyen, Duy-Cat Can, Hoang-Quynh Le
  IEEE International Conference on Knowledge and Systems Engineering (KSE) 2023
  [Paper]
• UETCorn at MEDIQA-Sum 2023: Template-based Summarization for Clinical Note Generation from Doctor-Patient Conversation
  Duy-Cat Can, Quoc-An Nguyen, Binh-Nguyen Nguyen, Minh-Quang Nguyen, Khanh-Vinh Nguyen, Trung-Hieu Do, Hoang-Quynh Le
  Working Notes of CLEF 2023
  [Paper]

Teaching

• Basic Foundations of Artificial Intelligence (DS110) - Fall 2025, Spring 2026, NJIT, Teaching Assistant
• Introduction to Machine Learning (CS375) - Fall 2025, Spring 2026, NJIT, Teaching Assistant
• Data Visualization (CS450) - Fall 2025, NJIT, Teaching Assistant

Honors and Awards

• First Prize, Scientific Research Contest 2024, Faculty of Information Technology, VNU-UET
• Second Prize, Scientific Research Contest 2024, VNU-UET
• Singapore International Pre-Graduate Award - A*STAR Agency for Science, Technology and Research, Singapore
• Top 1 of Talent Category, Bosch Activator Scholarship 2023
• Ranked 2nd at MEDIQA-Sum Shared Task at ImageCLEF 2023
• POSCO Asia Fellowship 2022

Contact

Email: nbn4 [AT] njit [DOT] edu; nguyenrtm [AT] gmail [DOT] com