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Pengtao Xie
Pengtao Xie
Assistant Professor, UC San Diego; Adjunct Faculty, MBZUAI
eng.ucsd.edu의 이메일 확인됨 - 홈페이지
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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
733*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
733*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
733*2020
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, ...
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
5512015
COVID-CT-Dataset: a CT scan dataset about COVID-19
J Zhao, Y Zhang, X He, P Xie
arXiv preprint arXiv:2003.13865, 2020
4862020
On the automatic generation of medical imaging reports
B Jing, P Xie, E Xing
arXiv preprint arXiv:1711.08195, 2017
3522017
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, ...
USENIX Annual Technical Conference 1 (1), 1.2, 2017
3292017
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
3232020
Integrating Document Clustering and Topic Modeling
P Xie, E Xing
29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013
2282013
CERT: Contrastive Self-supervised Learning for Language Understanding
H Fang, P Xie
Transactions of the Association for Computational Linguistics, 2022
1832022
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
1672014
Strategies and principles of distributed machine learning on big data
EP Xing, Q Ho, P Xie, D Wei
Engineering 2 (2), 179-195, 2016
1582016
Towards automated ICD coding using deep learning
H Shi, P Xie, Z Hu, M Zhang, EP Xing
arXiv preprint arXiv:1711.04075, 2017
1472017
Incorporating Word Correlation Knowledge into Topic Modeling
P Xie, D Yang, EP Xing
Conference of the North American Chapter of the Association for …, 2015
1132015
A neural architecture for automated ICD coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
912018
Diversifying restricted boltzmann machine for document modeling
P Xie, Y Deng, E Xing
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
872015
Neural networks for encrypted data
R Gilad-Bachrach, TW Finley, M Bilenko, P Xie
US Patent 9,946,970, 2018
722018
Multi-Modal Distance Metric Learning
P Xie, E Xing
23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013
662013
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
652018
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
642019
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