I am a first year PhD student in Computer Science department at Columbia University, co-advised by Prof.Asaf Cidon and Prof.Junfeng Yang.

I received my B.S. degree in CS and Math from the University of Wisconsin-Madison in Dec 2019. At Madison, I was advised by Prof.Shivaram Venkataraman on ML Systsems and by Prof.Vikas Singh on Machine Learning. I also work closely with Prof.Jonathan Mace at MPI-SWS.

My current interest lies in the intersection of Systems and Machine Learning. I believe that ML system is not only just a new use case for existing systems, but also requires novel features to accommodate ML’s statistical and computation-intensive nature. I am excited to build smart, scalable and safe ML systems for next generation. Please contact me if you want to collaborate.

News

• [2020-11] Clockwork has received the OSDI Distinguished Artifact Award! I wish they can give us a best video award as well!

• [2020-08] Our work at MPI on DNN serving is accepted at OSDI 2020! “Serving DNNs like Clockwork: Performance Predictability from the Bottom Up”

• [2020-05] I will start my summer internship under Prof.Jonathan Mace at MPI-SWS!

• [2020-04] Paper accepted at ISBI 2020 with oral presentation!

• [2020-03] I decided to goto Columbia for PhD!

• [2019-10] Abstarct Paper accepted at AI Systems workshop at SOSP 2019 with lightning talk!