Hongyu Zhu

Benchmarking and Analyzing Deep Neural Network Training

2018

The recent popularity of deep neural networks (DNNs) has generated considerable research interest in performing DNN-related computation efficiently. However, the primary focus is usually very narrow and limited to (i) inference - i.e. how to …

A Dynamic Mode Decomposition Approach for Decentralized Spectral Clustering of Graphs

2022 · arXiv (Cornell University)

We propose a novel robust decentralized graph clustering algorithm that is provably equivalent to the popular spectral clustering approach. Our proposed method uses the existing wave equation clustering algorithm that is based on propagating waves …