Yanan Sun
Yanan Sun
College of Computer Science, Sichuan University
Verified email at scu.edu.cn
TitleCited byYear
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
332019
Evolving deep convolutional neural networks for image classification
Y Sun, B Xue, M Zhang, GG Yen
IEEE Transactions on Evolutionary Computation, 2019
302019
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
282018
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
232018
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
152018
Reference line-based estimation of distribution algorithm for many-objective optimization
Y Sun, GG Yen, Z Yi
Knowledge-Based Systems 132, 129-143, 2017
132017
Automatically designing CNN architectures using genetic algorithm for image classification
Y Sun, B Xue, M Zhang, GG Yen
arXiv preprint arXiv:1808.03818, 2018
102018
Explicit guiding auto-encoders for learning meaningful representation
Y Sun, H Mao, Y Sang, Z Yi
Neural Computing and Applications 28 (3), 429-436, 2017
92017
Improved Regularity Model-based EDA for Many-objective Optimization
Y Sun, GG Yen, Z Yi
IEEE Transactions on Evolutionary Computation, 2018
82018
A hybrid differential evolution approach to designing deep convolutional neural networks for image classification
B Wang, Y Sun, B Xue, M Zhang
Australasian Joint Conference on Artificial Intelligence, 237-250, 2018
72018
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
72018
Learning a good representation with unsymmetrical auto-encoder
Y Sun, H Mao, Q Guo, Z Yi
Neural Computing and Applications 27 (5), 1361-1367, 2016
62016
Manifold dimension reduction based clustering for multi-objective evolutionary algorithm
Y Sun, GG Yen, H Mao, Z Yi
2016 IEEE Congress on Evolutionary Computation (CEC), 3785-3792, 2016
42016
Global view-based selection mechanism for many-objective evolutionary algorithms
Y Sun, GG Yen, Z Yi
2017 IEEE Congress on Evolutionary Computation (CEC), 427-434, 2017
32017
A new two-stage evolutionary algorithm for many-objective optimization
Y Sun, B Xue, M Zhang, GG Yen
IEEE Transactions on Evolutionary Computation, 2018
22018
A hybrid DE approach to designing CNN for image classification
B Wang, Y Sun, B Xue, M Zhang
arXiv preprint arXiv:1808.06661, 2018
22018
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
12019
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks
B Wang, Y Sun, B Xue, M Zhang
arXiv preprint arXiv:1903.03893, 2019
12019
Completely Automated CNN Architecture Design Based on Blocks
Y Sun, B Xue, M Zhang, GG Yen
IEEE transactions on neural networks and learning systems, 2019
2019
A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design
W Irwin-Harris, Y Sun, B Xue, M Zhang
2019 IEEE Congress on Evolutionary Computation (CEC), 546-553, 2019
2019
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