Yiping Lu

Ph.D. student

Institute for Computational and Mathematical Engineering
School Of Engineering
Stanford University

Bachelor of Science(Honor Track)

Department of Scientific & Engineering Computing
School of mathematical sciences
Peking University

Email: yplu [at] stanford [dot] edu
Contact: Moving now... contact me by email!

Biography [CV]

I am a Ph.D. student of Stanford Institute for Computational and Mathematical Engineering.
I received Bachelor of Science (Honor Track) from School Of Mathimatical Science at Peking University in 2019.07, majoring Information and Computing Science advised by Prof.Bin Dong. I also enjoy working with Prof. Liwei Wang on theoretical machine learning. I was a visiting student at MIT CSAIL under the supervision of Prof. Justin Solomon during summer 2018. I'm now a research intern at MSRA(Microsoft Research Asia) working on Bayesian Deep Learning. (Mentor: Visual Computing Group David Wipf) During the internship, I also work closely with Machine Learning Group@MSRA. I'll visit Tokyo University and Riken AIP working with Prof. Taiji Suzuki and Prof.Masashi Sugiyama during 2019 and 2020 summer.

Always open to visiting research position and cooperation opportunities. If you're interested, don’t hesitate to contact me. My information is attached below and more information is demonstrate at introduction on my projects.

I'm also looking forward to potential collaboration. If you would like to collaborate with me, please send me e-mail or add my wechat.

Here is a slide summarize my current research. [slide]

Research Statment(2020/01): [pdf link]

Research Highlight

Key Word: Deep Learning, Learning Theory, Numerical Differential Equations, Image Processing, Wavelet Analysis, Inverse Problem.

Bridging Control and Deep Learning:

My research bridges control theory and deep neural networks and this viewpoint can fully expolit the structure of neural network. Using this understanding, we

Learning With Limited Information

Image Processing and Inverse Problem

My Calender

Please schedule meeting with my Google Calendar account: 2prime97@gmail.com.

© Yiping Lu | Last updated: 04/01/2019

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Theory without practice is empty, but equally, practice without theory is blind. ---- I. Kant

People who wish to analyze nature without using mathematics must settle for a reduced understanding. ---- Richard Feynman