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!

Publications List

Research Areas:

Yiping Lu*, Zhuohan Li*, Di He, Zhiqing Sun, Bin Dong, Tao Qin, Liwei Wang, Tie-yan Liu "Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View." (*equal contribution) Submitted. arXiv preprint:1906.02762

[ paper] [ arXiv] [ slide] [Code]

Bin Dong, Jikai Hou, Yiping Lu*, Zhihua Zhang "Distillation ≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network" NeurIPS2019 Workshop on ML with Guarantees. arXiv preprint:1910.01255

[ paper] [ arXiv] [ slide]

Dinghuai Zhang*, Tianyuan Zhang*,Yiping Lu*, Zhanxing Zhu, Bin Dong. "You Only Propagate Once: Painless Adversarial Training Using Maximal Principle." (*equal contribution) Submitted. arXiv preprint:1905.00877

[ paper] [ arXiv] [ slide] [Code]

Bin Dong, Haochen Ju, Yiping Lu, Zuoqiang Shi. " CURE: Curvature Regularization For Image Processing." Submitted. arXiv preprint:1901.09548

[ paper] [ arXiv] [Code] [ slide] [ project page]

Zichao Long, Yiping Lu, Bin Dong. " PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network" Journal of Computational Physics, 399, 108925, 2019. (arXiv preprint:1812.04426)

[ paper] [ arXiv] [code] [ slide] [ proceeding]

Xiaoshuai Zhang*, Yiping Lu*, Jiaying Liu, Bin Dong. "Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration" Seventh International Conference on Learning Representations(ICLR) 2019(*equal contribution)

[ paper] [ arXiv] [code] [ slide] [ project page][Open Review]

Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong. "Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations" Thirty-fifth International Conference on Machine Learning (ICML), 2018

[ paper] [ arXiv] [ project page] [ slide][ bibtex][ Poster]

Zichao long*, Yiping Lu*, Xianzhong Ma*, Bin Dong. "PDE-Net:Learning PDEs From Data", Thirty-fifth International Conference on Machine Learning (ICML), 2018(*equal contribution)

[ paper] [ arXiv] [ code] [ Supplementary Materials][ bibtex]

Other Interesting Results

Mathematical Olympiad Problem Providing

Just select some of interesting ones...

Mathematical Olympiad Problem. High-School Mathematics(2012.3,ISSN:1005-6416)[Pdf]

A famous magazine in China about mathematical Olympiad.

© Yiping Lu | Last updated: 04/01/2018

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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