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Bin Wang(王斌)
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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 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
952018
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification
B Wang, Y Sun, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference, 490-498, 2019
732019
Particle swarm optimisation for evolving deep neural networks for image classification by evolving and stacking transferable blocks
B Wang, B Xue, M Zhang
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
722020
Surrogate-assisted particle swarm optimization for evolving variable-length transferable blocks for image classification
B Wang, B Xue, M Zhang
IEEE transactions on neural networks and learning systems 33 (8), 3727-3740, 2021
502021
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
Particle swarm optimization for evolving deep convolutional neural networks for image classification: Single-and multi-objective approaches
B Wang, B Xue, M Zhang
Deep Neural Evolution: Deep Learning with Evolutionary Computation, 155-184, 2020
212020
Particle swarm optimization for efficiently evolving deep convolutional neural networks using an autoencoder-based encoding strategy
G Yuan, B Wang, B Xue, M Zhang
IEEE Transactions on Evolutionary Computation, 2023
132023
A multi-objective genetic algorithm to evolving local interpretable model-agnostic explanations for deep neural networks in image classification
B Wang, W Pei, B Xue, M Zhang
IEEE Transactions on Evolutionary Computation, 2022
62022
Evolving local interpretable model-agnostic explanations for deep neural networks in image classification
B Wang, W Pei, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
42021
A transfer learning based evolutionary deep learning framework to evolve convolutional neural networks
B Wang, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
32021
Explaining deep convolutional neural networks for image classification by evolving local interpretable model-agnostic explanations
B Wang, W Pei, B Xue, M Zhang
arXiv preprint arXiv:2211.15143, 2022
22022
Evolving Deep Neural Networks with Explanations for Image Classification
B Wang
Open Access Te Herenga Waka-Victoria University of Wellington, 2023
2023
An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks
B Wang, B Xue, M Zhang
arXiv preprint arXiv:2212.03942, 2022
2022
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