Dr. Jing Feng

• Inspired by R convolutional kernel designed a novel graph convolutional neural network based architecture to achieve graph classification • Studied the difference between human perception and deep learning based perception on Minsky Spirals problem

• Designed an algorithm for detecting important nodes in an email communication network • Proposed a graph summarization algorithm and applied it in customer-item recommendation problems • Dived into mining structures in network data and proposed a novel structure based graph mining algorithm

• Designed an algorithm for discovering overlapping communities with relative attribute cluster in Facebook and Google+ data • Proposed a pattern detection algorithm and applied for analyzing Gene data

Data Mining and Algorithm design

Algorithm design and image processing