Z
Zhicheng Cui
Researcher at Washington University in St. Louis
Publications - 18
Citations - 2173
Zhicheng Cui is an academic researcher from Washington University in St. Louis. The author has contributed to research in topics: Artificial neural network & Support vector machine. The author has an hindex of 9, co-authored 17 publications receiving 1286 citations.
Papers
More filters
Proceedings Article
An End-to-End Deep Learning Architecture for Graph Classification
TL;DR: This paper designs a localized graph convolution model and shows its connection with two graph kernels, and designs a novel SortPooling layer which sorts graph vertices in a consistent order so that traditional neural networks can be trained on the graphs.
Posted Content
Multi-Scale Convolutional Neural Networks for Time Series Classification
TL;DR: A novel end-to-end neural network model, Multi-Scale Convolutional Neural Networks (MCNN), which incorporates feature extraction and classification in a single framework, leading to superior feature representation.
Journal ArticleDOI
Predicting Hospital Readmission via Cost-Sensitive Deep Learning
TL;DR: It is found that early prediction of readmission is possible and when compared with state-of-the-art existing methods used by hospitals, the methods perform significantly better.
Proceedings Article
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs
TL;DR: In this article, a DAG variational autoencoder (D-VAE) is proposed to encode DAGs into the latent space, which can generate novel and valid DAG architectures.
Proceedings ArticleDOI
Optimal Action Extraction for Random Forests and Boosted Trees
TL;DR: The NP-hardness of the optimal action extraction problem for ATMs is proved and this problem is formulated in an integer linear programming formulation which can be efficiently solved by existing packages.