Xueli Xiao

Adaptive computation offloading and resource allocation strategy in a mobile edge computing environment

Zhao Tong, Xiaomei Deng, Feng Ye et al. · Information Sciences · 2020 · 101 citations

Mobile Data Offloading, Engineering, Edge Device +12

Efficient Hyperparameter Optimization in Deep Learning Using a Variable Length Genetic Algorithm

Xueli Xiao, Ming Yan, Sunitha Basodi et al. · arXiv (Cornell University) · 2020 · 80 citations · Full text

Artificial Intelligence, Deep Learning Hyperparameters, Model Optimization +14

Deep Fuzzy Neural Networks for Biomarker Selection for Accurate Cancer Detection

Thosini Bamunu Mudiyanselage, Xueli Xiao, Yanqing Zhang et al. · IEEE Transactions on Fuzzy Systems · 2020 · 48 citations

Engineering, Machine Learning, Intelligent Diagnostics +24

Fast Deep Learning Training through Intelligently Freezing Layers

Xueli Xiao, Thosini Bamunu Mudiyanselage, Chunyan Ji et al. · 2019 · 40 citations

Convolutional Neural Network, Machine Vision, Machine Learning +14

Deep Learning for Asphyxiated Infant Cry Classification Based on Acoustic Features and Weighted Prosodic Features

Chunyan Ji, Xueli Xiao, Sunitha Basodi et al. · 2019 · 32 citations

Weighted Prosodic Features, Engineering, Machine Learning +13