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Senwei Liang

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Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations

Oct 13, 2023
Hardeep Bassi, Yuanran Zhu, Senwei Liang, Jia Yin, Cian C. Reeves, Vojtech Vlcek, Chao Yang

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Probing reaction channels via reinforcement learning

May 27, 2023
Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang

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Layer-wise Shared Attention Network on Dynamical System Perspective

Oct 27, 2022
Zhongzhan Huang, Senwei Liang, Mingfu Liang, Weiling He, Liang Lin

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Accelerating Numerical Solvers for Large-Scale Simulation of Dynamical System via NeurVec

Aug 07, 2022
Zhongzhan Huang, Senwei Liang, Hong Zhang, Haizhao Yang, Liang Lin

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The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network

Jul 16, 2022
Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang, Liang Lin

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Finite Expression Method for Solving High-Dimensional Partial Differential Equations

Jun 21, 2022
Senwei Liang, Haizhao Yang

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Stationary Density Estimation of Itô Diffusions Using Deep Learning

Sep 09, 2021
Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang

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AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training

Jul 13, 2021
Zhongzhan Huang, Mingfu Liang, Senwei Liang, Wei He

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Blending Pruning Criteria for Convolutional Neural Networks

Jul 11, 2021
Wei He, Zhongzhan Huang, Mingfu Liang, Senwei Liang, Haizhao Yang

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Solving PDEs on Unknown Manifolds with Machine Learning

Jun 12, 2021
Senwei Liang, Shixiao W. Jiang, John Harlim, Haizhao Yang

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