Follow
Yanan Sun
Yanan Sun
College of Computer Science, Sichuan University
Verified email at scu.edu.cn
Title
Cited by
Cited by
Year
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
7652020
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
6652020
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
4352021
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
4222019
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
2842019
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
2442019
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
2322018
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
2162019
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
1662018
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
1522018
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
1052018
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
902018
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
732019
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
522018
A hybrid GA-PSO method for evolving architecture and short connections of deep convolutional neural networks
B Wang, Y Sun, B Xue, M Zhang
PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim …, 2019
462019
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
422021
Improved Regularity Model-based EDA for Many-objective Optimization
Y Sun, GG Yen, Z Yi
IEEE Transactions on Evolutionary Computation, 2018
402018
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
382020
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
292019
Homogeneous architecture augmentation for neural predictor
Y Liu, Y Tang, Y Sun
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
262021
The system can't perform the operation now. Try again later.
Articles 1–20