About
ZHANG Zhiyuan is a Full-time Assistant Professor of Computer Science (Practice) at the School of Computing and Information Systems (SCIS) at Singapore Management University. His research focuses on Artificial Intelligence, Machine Learning, and Data Science, with specialties in 3D object detection, neural networks, and computer vision. He holds a PhD from the National University of Singapore (2015).
Key research areas include developing efficient neural architectures (e.g., binarized vision transformers, hybrid diffusion models), multimodal human pose estimation, and medical imaging applications like dental biometrics. His work spans theoretical advancements and practical applications in autonomous systems, LiDAR fusion, and low-light image enhancement.
Teaching expertise includes Data Structures & Algorithms, Programming Fundamentals II, and Object-Oriented Programming. No grants or awards are explicitly listed in the provided materials.
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