Feb 21, 2026 DAWN has been accepted to CVPR 2026.
E-Ro Nguyen
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Call me Ro if you like!
I am currently a second-year CS Ph.D. student at SUNY Stony Brook working with Prof. Michael Ryoo and Prof. Dimitris Samaras.
Prior that, I am obtained my B.Sc at University of Science - VNU-HCM, Vietnam advised by Prof. Minh-Triet Tran and was an Research Intern at Qualcomm AI Research (former VinAI Research), advised by Prof. Minh Hoai.
My primary research focus lies in vision-language understanding and robotics learning.
News
Selected Publications
CVPR 2026
DAWN proposes pixel motion as a structured bridge between language intent and low-level robot action.
arXiv 2025
A generalized instance-aware alignment framework for robust referring expression segmentation.
WACV 2025
Builds vision-aware text representations that improve object-context grounding in referring segmentation.
Research Experience
Graduate Research Assistant @ SUNY Stony Brook, NY, USA
Working on computer vision and multimodal learning for language-conditioned robot control.
Advisors: Prof. Michael Ryoo and Prof. Dimitris Samaras
Research Assistant @ SeLab - University of Science, VNU-HCM
Worked on referring expression segmentation, visual life-logging, and video understanding.
Advisor: Prof. Minh-Triet Tran
Research Intern @ Qualcomm AI Research, HCM, VN
Focused on semi-supervised video object segmentation and faster model variants.
Advisor: Prof. Minh Hoai