Tian Guo
Associate Professor
Worcester, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolTian Guo is an Associate Professor of Computer Science at Worcester Polytechnic Institute with 11 years of experience bridging systems research and practical deep learning applications. She holds a Ph.D. from UMass Amherst and focuses on resource-aware systems that balance cost, performance, and efficiency for cloud/edge, distributed training, and deep learning inference—especially for AR/VR use cases. Her work sits at the intersection of systems and machine learning, spanning neural architecture search, secure ML, and big data frameworks, and has earned NSF CRII and MMSys best paper recognition. Known for translating research into system support for real-world deep learning workloads, she blends rigorous academic depth with hands-on experimentation in deployed environments.
11 years of coding experience
12 years of employment as a software developer
None, Computer Science, None, Computer Science at National Cheng Kung UniversityB.E., Software Engineering, B.E., Software Engineering at Nanjing UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Massachusetts Amherst
Chinese, English
Github Skills (18)
ranking9
react8
computer-science8
science8
wpf3
classification2
css1
meta-learning1
inference1
pytorch1
javascript1
caffe1
architecture1
image-classification1
imagenet1
Programming languages (3)
Github contributions (5)
belindanju/paper-template
Feb 2015 - May 2021
Contributions:2 pushes in 6 years 4 months
starting-templatetemplateresearch-papersgeneric
belindanju/tianguo.info
Mar 2020 - Mar 2023
Contributions:76 pushes, 1 branch in 2 years 11 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.