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Yanan Sun
Yanan Sun
Professor, College of Computer Science, Sichuan University
Verifisert e-postadresse på scu.edu.cn
Tittel
Sitert av
Sitert av
År
Automatically designing CNN architectures using the genetic algorithm for image classification
Y Sun, B Xue, M Zhang, GG Yen, J Lv
IEEE transactions on cybernetics 50 (9), 3840-3854, 2020
8902020
Evolving deep convolutional neural networks for image classification
Y Sun, B Xue, M Zhang, GG Yen
IEEE Transactions on Evolutionary Computation 24 (2), 394 - 407, 2020
7822020
A survey on evolutionary neural architecture search
Y Liu, Y Sun, B Xue, M Zhang, GG Yen, KC Tan
IEEE transactions on neural networks and learning systems 34 (2), 550-570, 2021
5952021
IGD indicator-based evolutionary algorithm for many-objective optimization problems
Y Sun, GG Yen, Z Yi
IEEE Transactions on Evolutionary Computation 23 (2), 173-187, 2019
4992019
Completely Automated CNN Architecture Design Based on Blocks
Y Sun, B Xue, M Zhang, GG Yen
IEEE transactions on neural networks and learning systems 31 (4), 1242-1254, 2019
3382019
Surrogate-assisted evolutionary deep learning using an end-to-end random forest-based performance predictor
Y Sun, H Wang, B Xue, Y Jin, GG Yen, M Zhang
IEEE Transactions on Evolutionary Computation 24 (2), 350 - 364, 2019
2832019
A survey on evolutionary machine learning
H Al-Sahaf, Y Bi, Q Chen, A Lensen, Y Mei, Y Sun, B Tran, B Xue, ...
Journal of the Royal Society of New Zealand 49 (2), 205-228, 2019
2662019
Evolving deep convolutional neural networks by variable-length particle swarm optimization for image classification
B Wang, Y Sun, B Xue, M Zhang
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
2562018
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification
Y Sun, B Xue, M Zhang, GG Yen
IEEE Transactions on Neural Networks and Learning Systems, 2018
1802018
Evolving unsupervised deep neural networks for learning meaningful representations
Y Sun, GG Yen, Z Yi
IEEE Transactions on Evolutionary Computation 23 (1), 89-103, 2018
1652018
A new two-stage evolutionary algorithm for many-objective optimization
Y Sun, B Xue, M Zhang, GG Yen
IEEE Transactions on Evolutionary Computation 23 (5), 748-761, 2018
1262018
The Scaly-foot Snail genome and implications for the origins of biomineralised armour
J Sun, C Chen, N Miyamoto, R Li, JD Sigwart, T Xu, Y Sun, WC Wong, ...
Nature communications 11 (1), 1657, 2020
1102020
A hybrid differential evolution approach to designing deep convolutional neural networks for image classification
B Wang, Y Sun, B Xue, M Zhang
AI 2018: Advances in Artificial Intelligence: 31st Australasian Joint …, 2018
942018
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification
B Wang, Y Sun, B Xue, M Zhang
GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference …, 2019
822019
Signatures of divergence, invasiveness, and terrestrialization revealed by four apple snail genomes
J Sun, H Mu, JCH Ip, R Li, T Xu, A Accorsi, A Sánchez Alvarado, E Ross, ...
Molecular Biology and Evolution 36 (7), 1507-1520, 2019
802019
Genomic, transcriptomic, and proteomic insights into the symbiosis of deep-sea tubeworm holobionts
Y Yang, J Sun, Y Sun, YH Kwan, WC Wong, Y Zhang, T Xu, D Feng, ...
The ISME journal 14 (1), 135-150, 2020
602020
Evolving deep convolutional variational autoencoders for image classification
X Chen, Y Sun, M Zhang, D Peng
IEEE Transactions on Evolutionary Computation 25 (5), 815-829, 2020
572020
A novel training protocol for performance predictors of evolutionary neural architecture search algorithms
Y Sun, X Sun, Y Fang, GG Yen, Y Liu
IEEE Transactions on Evolutionary Computation 25 (3), 524-536, 2021
552021
Genomic Signatures Supporting the Symbiosis and Formation of Chitinous Tube in the Deep-Sea Tubeworm Paraescarpia echinospica
Y Sun, J Sun, Y Yang, Y Lan, JCH Ip, WC Wong, YH Kwan, Y Zhang, ...
Molecular Biology and Evolution 38 (10), 4116-4134, 2021
532021
An experimental study on hyper-parameter optimization for stacked auto-encoders
Y Sun, B Xue, M Zhang, GG Yen
2018 IEEE congress on evolutionary computation (CEC), 1-8, 2018
532018
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Artikler 1–20