Do Minh Duc

About

Welcome to my homepage! My full name is Do Minh Duc. I am currently a Master's student in Computer Science at KAIST, where I conduct research in Artificial Intelligence and Machine Learning.

Previously, I received my Bachelor's degree from Hanoi University of Science and Technology.

Email: ducdm200158@kaist.ac.kr

Research Interests

My research focuses on building reliable and efficient AI systems. I am especially interested in privacy-preserving machine learning, differential privacy for large language models, and evaluation of multimodal models.

I am actively interested in PhD opportunities and collaborations on impactful AI research.

(*) denotes equal contribution.

Recent News

  • [2026] One paper was accepted to ICML 2026.
  • [2025] Started my Master's program at KAIST School of Computing.
  • [2024] Graduated from Hanoi University of Science and Technology.

Selected Preprints

VMMU: A Vietnamese Multitask Multimodal Understanding and Reasoning Benchmark
Under review
Vy Tuong Dang, An Vo, Emilio Villa-Cueva, Quang Tau, Duc Dm, Thamar Solorio, Daeyoung Kim*
TB-AVA: Text as a Semantic Bridge for Audio-Visual Learning
Under review
Seongah Kim, Dinh Phu Tran, Hyeontaek Hwang, Saad Wazir, Duc Dm, Daeyoung Kim*

Selected Publications

FIBER: A Differentially Private Optimizer with Filter-Aware Innovation Bias Correction
Proceedings of the ICML, 2026 (Regular)
Duc Dm, Thao Do, Minh Son Hoang, Anh Le Duc Tran, Daeyoung Kim*, Huy Nguyen*
paper
RADBench: Evaluating Foundation VLMs for Corner Case Description on a Comprehensive Dataset
2026 IEEE Intelligent Vehicles Symposium (IV) (Oral)
Gabriel Manalu, Khanh An Vo, Duc Dm, Quang Tau, Dinh Son Nguyen, Minh Son Hoang, Hyeontaek Hwang, Jaesung Lee, Hyojin Choi, Tuan Phong Tran, Daeyoung Kim*
QuantaMind: A Robust and Efficient Framework for Quantum Machine Learning Applications
SoICT, 2025
Duc Dm, Anh Tran Le Duc, Dung Hoang Viet, Ngoc Tuyen Le, Tran Quang Duc*

CV

You can download my CV below.

Download CV