Yiping LuPh.D. student
Institute for Computational and Mathematical Engineering Bachelor of Science(Honor Track)
Department of Scientific & Engineering Computing 

Research Areas:
Yiping Lu*, Zhuohan Li*, Di He, Zhiqing Sun, Bin Dong, Tao Qin, Liwei Wang, Tieyan Liu "Understanding and Improving Transformer
From a MultiParticle 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


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. " PDENet 2.0: Learning PDEs from Data with A NumericSymbolic 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"
Thirtyfifth International Conference on Machine Learning (ICML), 2018
[ paper] [ arXiv] [ project page] [ slide][ bibtex][ Poster]


Zichao long*,
Yiping Lu*,
Xianzhong Ma*,
Bin Dong. "PDENet:Learning PDEs From Data",
Thirtyfifth International Conference on Machine Learning (ICML), 2018(*equal contribution)
[ paper] [ arXiv] [ code] [ Supplementary Materials][ bibtex]


Just select some of interesting ones...
Mathematical Olympiad Problem. HighSchool Mathematics(2012.3,ISSN：10056416)[Pdf]
A famous magazine in China about mathematical Olympiad.
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