Computer Science and Engineering
Michigan State University
I am a PhD candidate in Computer Science and Engineering at Michigan State University. My current research interests include 3D reconstruction and physics-informed computer vision.
Research Interests: Computer Vision (3D reconstruction, motion recovery), Machine Learning (deep learning, meta-learning, incremental learning).
Education
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Michigan State UniversityPhD Candidate, Computer Science and EngineeringAug. 2024 - present -
Ulsan National Institute of Science and Technology (UNIST)M.Sc. in Computer Science and EngineeringJul. 2024 -
Ulsan National Institute of Science and Technology (UNIST)B.Sc. in Computer Science and EngineeringJul. 2022
News
Selected Publications (view all )
PAD-Hand: Physics-Aware Diffusion for Hand Motion Recovery
Elkhan Ismayilzada, Yufei Zhang, Zijun Cui
Computer Vision and Pattern Recognition (CVPR) 2026 Highlight
We propose a novel physics-aware conditional diffusion framework that refines noisy pose sequences into physically plausible hand motion while estimating the physics variance in motion estimates. .
PAD-Hand: Physics-Aware Diffusion for Hand Motion Recovery
Elkhan Ismayilzada, Yufei Zhang, Zijun Cui
Computer Vision and Pattern Recognition (CVPR) 2026 Highlight
We propose a novel physics-aware conditional diffusion framework that refines noisy pose sequences into physically plausible hand motion while estimating the physics variance in motion estimates. .
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects
Elkhan Ismayilzada*, MD Khalequzzaman Chowdhury Sayem*, Yihalem Yimolal Tiruneh, Mubarrat Tajoar Chowdhury, Muhammadjon Boboev, Seungryul Baek (* equal contribution)
Association for the Advancement of Artificial Intelligence (AAAI) 2025
We present a query-optimized real-time Transformer (QORT-Former), the first Transformer-based real-time framework for 3D pose estimation of two hands and an object.
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects
Elkhan Ismayilzada*, MD Khalequzzaman Chowdhury Sayem*, Yihalem Yimolal Tiruneh, Mubarrat Tajoar Chowdhury, Muhammadjon Boboev, Seungryul Baek (* equal contribution)
Association for the Advancement of Artificial Intelligence (AAAI) 2025
We present a query-optimized real-time Transformer (QORT-Former), the first Transformer-based real-time framework for 3D pose estimation of two hands and an object.