Jingwei Zhang
Research Assistant at Stony Brook University
Town of Brookhaven, New York, United States
Summary
👤
Senior🎓
Top SchoolJingwei Zhang is a PhD-level computer vision researcher and Research Assistant at Stony Brook University with 11 years of experience building efficient architectures for giga-pixel image and video processing. His work centers on Mamba-style models and CUDA designs that enable end-to-end training of ultra-high-resolution imagery within GPU memory, alongside efficient fine-tuning techniques such as visual prompt tuning. He has broad foundations in self-supervised learning, segmentation foundational models, and sampling strategies, and is actively extending this expertise into vision–language models and their compact architectures. Prior work at the Institute of Computing Technology involved algorithm development for bioinformatics, reflecting a strong algorithmic background beyond vision. Based in Brookhaven, NY, he combines deep academic rigor with practical system-level GPU engineering to push large-scale visual modeling into more efficient, deployable forms.
10 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of Chinese Academy of SciencesBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Shandong UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Stony Brook University
Github Skills (14)
redirect5
script3
sampling2
machine-learning2
javascript2
weibo1
pytorch1
rocket1
artificial-intelligence1
proxy1
ios1
deep-learning1
webchat1
tampermonkey1
Programming languages (2)
Github contributions (5)
jingweizhang-xyz/lectures_spring
Mar 2016 - Mar 2022
Contributions:1 push, 1 branch in 6 years 1 month
jingweizhang-xyz/pytorch_dgx
Feb 2021 - Dec 2022
Contributions:47 pushes, 4 branches in 1 year 10 months
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