EXceL-Lab @ UCF
Efficient, Scalable and Accelerated Learning Laboratory
Department of Computer Science and the Insititute of AI, University of Central Florida
About Our Lab
Efficient, Scalable and Accelerated Learning Laboratory (EXceL-Lab) is affiliated with the University of Central Florida (UCF), located in Orlando, FL. As part of the Department of Computer Science and the Institute of AI, our mission is to pioneer the next generation of efficient and scalable machine intelligence, with the ultimate goal of democratizing and accelerating AI technology.
Our EXceL-Lab actively collaborates with other laboratories and industry partners, and we are always seeking strong collaborators and motivated prospective Ph.D. students to join our team. Please contact Prof. Yuzhang Shang at yuzhang.shang@ucf.edu with your CV for open positions.
Lab News
08-2025: We are excited to announce the establishment of our EXceL-Lab!
Lab Members
Assistant Professor
Ph.D. student, UCF
Research Works
Post-training Quantization on Diffusion Models
Yuzhang Shang*, Zhihang Yuan*, Bin Xie, Bingzhe Wu, Yan Yan
Computer Vision and Pattern Recognition (CVPR), 2023
Efficient Multitask Dense Predictor via Binarization
Yuzhang Shang, Dan Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan
Computer Vision and Pattern Recognition (CVPR), 2024
MIM4DD: Mutual Information Maximization for Dataset Distillation
Yuzhang Shang, Zhihang Yuan, Yan Yan
NeurIPS, 2023