I am an Assistant Professor in the Computer Science Department at Worcester Polytechnic Institute (WPI) and a proud member of the Cake Lab! Broadly, I am interested in designing systems mechanisms and policies to handle trade-offs in cost, performance, and efficiency for emerging applications.

Professor Guo's research includes work on cloud/edge resource management, big data frameworks, deep learning inference, distributed training, neural architecture search, and AR/VR. Featured works: Zhao, Y., Ma, C., Huang, H., & Guo, T. (2022). LITAR: Visually Coherent Lighting for Mobile Augmented Reality.

Proceedings of the 29th ACM International Conference on Information … Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 … D Bermbach, A Chandra, C Krintz, A Gokhale, A...

Worcester Polytechnic Institute (WPI) researcher Tian Guo has been awarded a prestigious $657,776 CAREER Award from the National Science Foundation to develop novel software techniques that will improve the performance and privacy of mobile augmented reality (AR) systems, an increasingly popular technology that superimposes computer-generated ...

2024年7月25日 · View a PDF of the paper titled Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow, by Tian Guo and 1 other authors

Dr. Tian Guo was a postdoctoral research fellow for the Cooperative Institute for Great Lakes Research (CIGLR) at the University of Michigan. She received her Ph.D. from the College of Natural Resources at North Carolina State University, focusing on environmentally significant behavior and visitor use management on public lands.

Guo is currently a PhD candidate in the major of heterogeneous catalysis at the department of Chemical Engineering, Tsinghua University, under the supervision of Prof. Fei Wei. His research is...

Measuring the Impact of Gradient Accumulation on Cloud-based Distributed Training. Zimeng Huang, Bo Jiang, Tian Guo, Yunzhuo Liu. THE 23rd IEEE/ACM International Symposium On Cluster, Cloud and Internet Computing (CCGrid'23) paper.

2019年10月23日 · Guo TIAN, PhD, Associate Professor. 田国，博士，副研究员 ，硕士生导师，香江学者. 华南师范大学 “ 青年 拔尖 ” 人才引进. Email: [email protected] . 简介： 田国，华南师范大学 “青年拔尖”引进人才，入选“香江学者”计划 (2022 年) 。