Yiping Lu

PDE-Net 2.0: Learning PDEs from data with a numeric-symbolic hybrid deep network

Zichao Long, Yiping Lu, Bin Dong · Journal of Computational Physics · 2019 · 526 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +9

PDE-Net: Learning PDEs from Data

Zichao Long, Yiping Lu, Xianzhong Ma et al. · arXiv (Cornell University) · 2017 · 219 citations · Full text

Artificial Intelligence, Deep Neural Networks, Evolution Pdes +14

Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations

Yiping Lu, Aoxiao Zhong, Quanzheng Li et al. · arXiv (Cornell University) · 2017 · 153 citations · Full text

Numerical Analysis, Convolutional Neural Network, Deep Neural Networks +13

Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View

Yiping Lu, Zhuohan Li, Di He et al. · arXiv (Cornell University) · 2019 · 115 citations · Full text

Natural Language Processing, Numerical Analysis, Computational Science +8

You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle

Dinghuai Zhang, Tianyuan Zhang, Yiping Lu et al. · ePrints Soton (University of Southampton) · 2019 · 80 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13