Pengtao Xie
Pengtao Xie
Assistant Professor, UC San Diego
Verified email at eng.ucsd.edu - Homepage
Title
Cited by
Cited by
Year
Petuum: A new platform for distributed machine learning on big data
EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ...
IEEE transactions on Big Data 1 (2), 49-67, 2015
4642015
COVID-CT-dataset: a CT scan dataset about COVID-19
X Yang, X He, J Zhao, Y Zhang, S Zhang, P Xie
ArXiv e-prints, arXiv: 2003.13865, 2020
286*2020
COVID-CT-dataset: a CT scan dataset about COVID-19
X Yang, X He, J Zhao, Y Zhang, S Zhang, P Xie
ArXiv e-prints, arXiv: 2003.13865, 2020
286*2020
COVID-CT-dataset: a CT scan dataset about COVID-19
X Yang, X He, J Zhao, Y Zhang, S Zhang, P Xie
ArXiv e-prints, arXiv: 2003.13865, 2020
286*2020
COVID-CT-Dataset: a CT scan dataset about COVID-19
J Zhao, Y Zhang, X He, P Xie
arXiv preprint arXiv:2003.13865, 2020
2312020
Poseidon: An efficient communication architecture for distributed deep learning on {GPU} clusters
H Zhang, Z Zheng, S Xu, W Dai, Q Ho, X Liang, Z Hu, J Wei, P Xie, ...
2017 {USENIX} Annual Technical Conference ({USENIX}{ATC} 17), 181-193, 2017
2082017
Integrating Document Clustering and Topic Modeling
P Xie, E Xing
29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013
1892013
On the automatic generation of medical imaging reports
B Jing, P Xie, E Xing
arXiv preprint arXiv:1711.08195, 2017
1662017
Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans
X He, X Yang, S Zhang, J Zhao, Y Zhang, E Xing, P Xie
medRxiv, 2020
1242020
Crypto-nets: Neural networks over encrypted data
P Xie, M Bilenko, T Finley, R Gilad-Bachrach, K Lauter, M Naehrig
arXiv preprint arXiv:1412.6181, 2014
1202014
Strategies and principles of distributed machine learning on big data
EP Xing, Q Ho, P Xie, D Wei
Engineering 2 (2), 179-195, 2016
1092016
Incorporating Word Correlation Knowledge into Topic Modeling
P Xie, D Yang, EP Xing
Conference of the North American Chapter of the Association for …, 2015
922015
Towards automated ICD coding using deep learning
H Shi, P Xie, Z Hu, M Zhang, EP Xing
arXiv preprint arXiv:1711.04075, 2017
822017
Diversifying restricted boltzmann machine for document modeling
P Xie, Y Deng, E Xing
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
792015
Poseidon: A system architecture for efficient gpu-based deep learning on multiple machines
H Zhang, Z Hu, J Wei, P Xie, G Kim, Q Ho, E Xing
arXiv preprint arXiv:1512.06216, 2015
562015
Multi-Modal Distance Metric Learning
P Xie, E Xing
23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013
552013
A neural architecture for automated ICD coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
492018
Effective use of bidirectional language modeling for transfer learning in biomedical named entity recognition
DS Sachan, P Xie, M Sachan, EP Xing
Machine learning for healthcare conference, 383-402, 2018
362018
Neural networks for encrypted data
R Gilad-Bachrach, TW Finley, M Bilenko, P Xie
US Patent 9,946,970, 2018
322018
Multimodal machine learning for automated ICD coding
K Xu, M Lam, J Pang, X Gao, C Band, P Mathur, F Papay, AK Khanna, ...
Machine Learning for Healthcare Conference, 197-215, 2019
282019
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