Bin Wang

PhD Student School of Engineering and Computer Science

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Thesis Info

Research Interests: Deep Learning/Deep Neural Networks, Evolutionary Algorithm, Image Classification
Thesis Title: Evolving Deep Learning (Using Evolutionary Algorithms to Search for Deep Neural Networks) for Image Classification
Supervisor: A/Prof Bing Xue, Prof Mengjie Zhang

 

Research Interests

Evolutionary Deep Learning (EDL) for Image Classification - Use EC algorithms to automatically design CNN architectures.

Currently, working on EDL to automatically design transferable dense blocks for image classification.

Python library of deep learning models and training them: https://github.com/wwwbbb8510/convtt

Python library of the distributed system to speed up EDL: https://github.com/wwwbbb8510/cudam

Python library of helping tools for EDL, e.g. tracking the evolutionary process, surrogate model to assist EDL: https://github.com/wwwbbb8510/edllib