Bin Wang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Image Classification

Particle Swarm Optimisation

Top Venues

IEEE Trans. Evol. Comput.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang
A Multiobjective Genetic Algorithm to Evolving Local Interpretable Model-Agnostic Explanations for Deep Neural Networks in Image Classification. IEEE Trans. Evol. Comput. 28 (4) (2024)
Bin Wang, Bing Xue, Mengjie Zhang
An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks. CoRR (2022)
Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations. CoRR (2022)
Bin Wang, Bing Xue, Mengjie Zhang
Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Bin Wang, Bing Xue, Mengjie Zhang
Particle Swarm optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks. CEC (2020)
Bin Wang, Bing Xue, Mengjie Zhang
Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification. CoRR (2020)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks. CoRR (2019)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification. CoRR (2019)
Bin Wang, Bing Xue, Mengjie Zhang
Particle Swarm Optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks. CoRR (2019)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks. PRICAI (3) (2019)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
Evolving deep neural networks by multi-objective particle swarm optimization for image classification. GECCO (2019)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification. CoRR (2018)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification. Australasian Conference on Artificial Intelligence (2018)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification. CEC (2018)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification. CoRR (2018)