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Senwei Liang
Senwei Liang
Lawrence Berkeley National Laboratory
Подтвержден адрес электронной почты в домене lbl.gov - Главная страница
Название
Процитировано
Процитировано
Год
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
712020
Machine learning for prediction with missing dynamics
J Harlim, SW Jiang, S Liang, H Yang
Journal of Computational Physics 428, 109922, 2021
682021
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
652022
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
612020
Drop-activation: implicit parameter reduction and harmonious regularization
S Liang, Y Khoo, H Yang
Communications on Applied Mathematics and Computation 3, 293-311, 2021
392021
Stiffness-aware neural network for learning Hamiltonian systems
S Liang, Z Huang, H Zhang
International Conference on Learning Representations, 2022
272022
Reproducing activation function for deep learning
S Liang, L Lyu, C Wang, H Yang
Communications in Mathematical Sciences 22 (2), 285 – 314, 2024
232024
Solving pdes on unknown manifolds with machine learning
S Liang, SW Jiang, J Harlim, H Yang
Applied and Computational Harmonic Analysis 71, 101652, 2024
22*2024
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
172021
Lottery Ticket Hypothesis for Attention Mechanism in Residual Convolutional Neural Network*
Z Huang, S Liang, M Liang, W He, H Yang, L Lin
2024 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2024
16*2024
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
15*2023
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
15*2023
Finite expression method for solving high-dimensional partial differential equations
S Liang, H Yang
arXiv preprint arXiv:2206.10121, 2022
152022
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
A generic shared attention mechanism for various backbone neural networks
Z Huang, S Liang, M Liang
Neurocomputing 611, 128697, 2025
12*2025
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
112024
Probing reaction channels via reinforcement learning
S Liang, AN Singh, Y Zhu, DT Limmer, C Yang
Machine Learning: Science and Technology 4 (4), 2023
82023
Flat Local Minima for Continual Learning on Semantic Segmentation
Z Huang, M Liang, S Liang, S Zhong
International Conference on Multimedia Modeling, 388-400, 2025
7*2025
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
72024
Effective Many-body Interactions in Reduced-Dimensionality Spaces Through Neural Network Models
S Liang, K Kowalski, C Yang, NP Bauman
Physical Review Research 6 (4), 043287, 2024
12024
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