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yucheng 

Yucheng Lu
Email: yl2967 [at] cornell [dot] edu
Address: 325 Gates Hall, Cornell University, Ithaca, NY, 14853
Google Scholar / Twitter

Short Bio

I am a third-year Ph.D. student in Computer Science at Cornell University, advised by Prof. Chris De Sa. Our group webpage can be found here. I am broadly interested in building scalable and provably correct machine learning systems. My research has touched on distributed optimization, low precision training, model compression, and machine learning applications. I obtained my BEng degree in Electronic Engineering from Shanghai Jiao Tong University.

News

[May’20] Moniqua is accepted by ICML’20!

[Dec’19] Adaptive Diffusion is accepted by IEEE TKDE’20!

[Aug’18] Awarded Cornell Ph.D. Fellowship!

[Aug’18] Start Ph.D. at Cornell University!

Experience

Microsoft Research, Research Intern, Summer 2021

Amazon Web Services (AWS) AI Lab, Applied Scientist Intern, Summer and Fall 2020

NetDB at University of Pennsylvania, Visiting Scholar, Summer 2017

IIOT at Shanghai Jiao Tong University, Undergrad Intern, Spring 2017

Teaching

CS 4787 Principles of Large-Scale Machine Learning, Teaching Assistant, Spring 2021

CS 6787 Advanced Machine Learning Systems, Teaching Assistant, Fall 2019

Service

TON 2017, ICML 2020/2021, NeurIPS 2020, TPAMI 2020, Big Data 2021

Cornell CS PhD Admission, 2021