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Senwei Liang
Senwei Liang
Purdue University
Bestätigte E-Mail-Adresse bei purdue.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Machine learning for prediction with missing dynamics
J Harlim, SW Jiang, S Liang, H Yang
Journal of Computational Physics 428, 109922, 2021
612021
Instance enhancement batch normalization: An adaptive regulator of batch noise
S Liang, Z Huang, M Liang, H Yang
Proceedings of the AAAI conference on artificial intelligence 34 (04), 4819-4827, 2020
562020
Dianet: Dense-and-implicit attention network
Z Huang, S Liang, M Liang, H Yang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4206-4214, 2020
422020
Quantifying the spatial homogeneity of urban road networks via graph neural networks
J Xue, N Jiang, S Liang, Q Pang, T Yabe, SV Ukkusuri, J Ma
Nature Machine Intelligence 4 (3), 246-257, 2022
402022
Drop-activation: implicit parameter reduction and harmonious regularization
S Liang, Y Khoo, H Yang
Communications on Applied Mathematics and Computation 3, 293-311, 2021
322021
Solving pdes on unknown manifolds with machine learning
S Liang, SW Jiang, J Harlim, H Yang
Applied and Computational Harmonic Analysis, 101652, 2024
16*2024
Reproducing activation function for deep learning
S Liang, L Lyu, C Wang, H Yang
Communications in Mathematical Sciences 22 (2), 285 – 314, 2024
162024
Stiffness-aware neural network for learning Hamiltonian systems
S Liang, Z Huang, H Zhang
International Conference on Learning Representations, 2021
152021
Efficient attention network: Accelerate attention by searching where to plug
Z Huang, S Liang, M Liang, W He, H Yang
arXiv preprint arXiv:2011.14058, 2020
132020
Stationary density estimation of itô diffusions using deep learning
Y Gu, J Harlim, S Liang, H Yang
SIAM Journal on Numerical Analysis 61 (1), 45-82, 2023
12*2023
Blending pruning criteria for convolutional neural networks
W He, Z Huang, M Liang, S Liang, H Yang
Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021
112021
The lottery ticket hypothesis for self-attention in convolutional neural network
Z Huang, S Liang, M Liang, W He, H Yang, L Lin
arXiv preprint arXiv:2207.07858, 2022
102022
Finite expression method for solving high-dimensional partial differential equations
S Liang, H Yang
arXiv preprint arXiv:2206.10121, 2022
72022
On fast simulation of dynamical system with neural vector enhanced numerical solver
Z Huang, S Liang, H Zhang, H Yang, L Lin
Scientific Reports 13 (1), 15254, 2023
6*2023
Layer-wise shared attention network on dynamical system perspective
Z Huang, S Liang, M Liang, W He, L Lin
arXiv preprint arXiv:2210.16101, 2022
52022
AlterSGD: Finding flat minima for continual learning by alternative training
Z Huang, M Liang, S Liang, W He
arXiv preprint arXiv:2107.05804, 2021
52021
Learning nonlinear integral operators via recurrent neural networks and its application in solving integro-differential equations
H Bassi, Y Zhu, S Liang, J Yin, CC Reeves, V Vlček, C Yang
Machine Learning with Applications 15, 100524, 2024
22024
Optimizing Shot Assignment in Variational Quantum Eigensolver Measurement
L Zhu, S Liang, C Yang, X Li
Journal of Chemical Theory and Computation 20 (6), 2390-2403, 2024
12024
Probing reaction channels via reinforcement learning
S Liang, AN Singh, Y Zhu, DT Limmer, C Yang
Machine Learning: Science and Technology 4 (4), 2023
2023
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