Yunzhe Tao
Yunzhe Tao
Applied Scientist, Amazon Web Services
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TitleCited byYear
A reinforced topic-aware convolutional sequence-to-sequence model for abstractive text summarization
L Wang, J Yao, Y Tao, L Zhong, W Liu, Q Du
arXiv preprint arXiv:1805.03616, 2018
Nonlocal diffusion and peridynamic models with Neumann type constraints and their numerical approximations
Y Tao, X Tian, Q Du
Applied Mathematics and Computation 305, 282-298, 2017
Robust a posteriori stress analysis for quadrature collocation approximations of nonlocal models via nonlocal gradients
Q Du, Y Tao, X Tian, J Yang
Computer Methods in Applied Mechanics and Engineering 310, 605-627, 2016
A peridynamic model of fracture mechanics with bond-breaking
Q Du, Y Tao, X Tian
Journal of Elasticity 132 (2), 197-218, 2018
Nonlocal neural networks, nonlocal diffusion and nonlocal modeling
Y Tao, Q Sun, Q Du, W Liu
Advances in Neural Information Processing Systems, 496-506, 2018
Stochastic training of residual networks: a differential equation viewpoint
Q Sun, Y Tao, Q Du
arXiv preprint arXiv:1812.00174, 2018
Explaining Deep Learning Models--A Bayesian Non-parametric Approach
W Guo, S Huang, Y Tao, X Xing, L Lin
Advances in Neural Information Processing Systems, 4514-4524, 2018
Asymptotically compatible discretization of multidimensional nonlocal diffusion models and approximation of nonlocal Green’s functions
Q Du, Y Tao, X Tian, J Yang
IMA Journal of Numerical Analysis 39 (2), 607-625, 2019
Nonlocal models with heterogeneous localization and their application to seamless local-nonlocal coupling
Y Tao, X Tian, Q Du
Multiscale Modeling & Simulation 17 (3), 1052-1075, 2019
Using a machine learning approach to determine the space group of a structure from the atomic pair distribution function
CH Liu, Y Tao, D Hsu, Q Du, SJL Billinge
Acta Crystallographica Section A: Foundations and Advances 75 (4), 2019
Hierarchical attention-based recurrent highway networks for time series prediction
Y Tao, L Ma, W Zhang, J Liu, W Liu, Q Du
arXiv preprint arXiv:1806.00685, 2018
Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks
S Genc, S Mallya, S Bodapati, T Sun, Y Tao
arXiv preprint arXiv:2001.00605, 2020
DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning
B Balaji, S Mallya, S Genc, S Gupta, L Dirac, V Khare, G Roy, T Sun, ...
arXiv preprint arXiv:1911.01562, 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning
Y Tao, S Gupta, S Krishna, X Zhou, O Majumder, V Khare
arXiv preprint arXiv:1910.11959, 2019
Nonlocal Neumann volume-constrained problems and their application to local-nonlocal coupling
Y Tao
Columbia University, 2019
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