Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
- Xingyi Yang, J. Zhao, Yichen Zhang, Xuehai He, Pengtao Xie
- Computer Science, Engineering
- ArXiv
- 30 March 2020
TLDR
Petuum: A New Platform for Distributed Machine Learning on Big Data
TLDR
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters
- H. Zhang, Zeyu Zheng, +7 authors E. Xing
- Computer Science, Mathematics
- USENIX Annual Technical Conference
- 11 June 2017
TLDR
On the Automatic Generation of Medical Imaging Reports
- Baoyu Jing, Pengtao Xie, E. Xing
- Computer Science
- ACL
- 22 November 2017
TLDR
Petuum: A New Platform for Distributed Machine Learning on Big Data
TLDR
Integrating Document Clustering and Topic Modeling
- Pengtao Xie, E. Xing
- Computer Science, Mathematics
- UAI
- 11 August 2013
TLDR
Towards Automated ICD Coding Using Deep Learning
- Haoran Shi, Pengtao Xie, Zhiting Hu, M. Zhang, E. Xing
- Computer Science
- ArXiv
- 11 November 2017
TLDR
Incorporating Word Correlation Knowledge into Topic Modeling
- Pengtao Xie, Diyi Yang, E. Xing
- Computer Science
- HLT-NAACL
- 2015
TLDR
Crypto-Nets: Neural Networks over Encrypted Data
- Pengtao Xie, M. Bilenko, T. Finley, Ran Gilad-Bachrach, Kristin E. Lauter, M. Naehrig
- Computer Science
- ArXiv
- 18 December 2014
TLDR
Diversifying Restricted Boltzmann Machine for Document Modeling
- Pengtao Xie, Y. Deng, E. Xing
- Computer Science, Mathematics
- KDD
- 10 August 2015
TLDR