About

I am a second-year CS graduate student at the University of Wisconsin-Madison. My research focuses on Machine Learning Systems. During my undergraduate, I worked with Prof. Shivaram Venkataraman, Prof. Suman Banerjee, and Prof. Dane Morgan.

Publication

[1] [Conference Paper] BagPipe: Accelerating Deep Recommendation Model Training. Saurabh Agarwal, Chengpo Yan, Ziyi Zhang, Shivaram Venkataraman. [SOSP 2023]

[2] [Journal] Deep-Learning-Based segmentation of keyhole in In-situ X-ray imaging of laser powder Bed fusion. William Dong, Jason Lian, Chengpo Yan, Yiran Zhong, Sumanth Karnati, Qilin Guo, Lianyi Chen, Dane Morgan. [Materials 2024]

Education

University of Wisconsin-Madison

> Sep 2023 - ？？？
> Ph.D. in CS

University of Wisconsin-Madison

> Sep 2019 - Dec 2022
> B.S. in CS & DS

Experience

BagPipe: Accelerating Deep Recommendation Model Training

A distributed system for training Deep Learning Recommendation Models

Wi-Fi & Bluetooth Based Indoor Localization

Exploring kNN, Stg CSE, and Gaussian Kernel Localization Algorithms

Identifying Defect Formation Mechanisms from X-ray Imaging Data with Machine Learning

Engaging with BASNet & Measurements

SWE @ Skyworth

Optimized an AIOT application: Swaiot