Yao Zhou

Unlearn What You Have Learned

2018

With the increasing demand for large amount of labeled data, crowdsourcing has been used in many large-scale data mining applications. However, most existing works in crowdsourcing mainly focus on label inference and incentive design. In …

A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks

2019 · IEEE Transactions on Cybernetics

Deep neural networks (DNNs) have been regarded as fundamental tools for many disciplines. Meanwhile, they are known for their large-scale parameters, high redundancy in weights, and extensive computing resource consumptions, which pose a tremendous challenge …