Pengtao Xie

Cited by

	All	Since 2016
Citations	2295	2204
h-index	21	21
i10-index	35	34

840

420

210

630

2014201520162017201820192020202116 54 148 210 351 525 821 134

Co-authors

Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
Qirong HoPetuum, IncVerified email at petuum.com
Wei DaiApple; Carnegie Mellon UniversityVerified email at cs.cmu.edu
Yaoliang YuUniversity of WaterlooVerified email at uwaterloo.ca
Abhimanu KumarDataScientist/Trader @IMC Financial Markets; past --- Carnegie Mellon University, UT-Austin, IITVerified email at cs.cmu.edu
Jin Kyu KimResearch Scientist of Facebook Reality LabVerified email at fb.com
Jinliang WeiGoogle; Carnegie Mellon UniversityVerified email at alumni.cmu.edu
Zhiting HuPhD in MLD, Carnegie Mellon University; Incoming Assistant Professor at UC San DiegoVerified email at cs.cmu.edu
Yuntian DengPhD Student, Harvard UniversityVerified email at seas.harvard.edu
Hao ZhangGraduate Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Seunghak LeeResearch Scientist at FacebookVerified email at cs.cmu.edu
Ran Gilad-BachrachTel-Aviv UniversityVerified email at tauex.tau.ac.il
Mikhail BilenkoMicrosoftVerified email at microsoft.com
Yi ZhouUniversity of UtahVerified email at utah.edu
Zeyu ZhengUniversity of MichiganVerified email at umich.edu
Xiaodan LiangAssociate Professor, Sun Yat-sen University, CMU, NUSVerified email at mail2.sysu.edu.cn
Michael NaehrigResearcher, Microsoft Research, USAVerified email at cryptojedi.org
Kristin E. LauterPrincipal Researcher, Manager, Cryptography Research Group, Microsoft ResearchVerified email at microsoft.com
Susu XuState University of New York at Stony BrookVerified email at stanford.edu
Hongyang ZhangCMU, TTICVerified email at ttic.edu

Pengtao Xie

Assistant Professor, UC San Diego

Verified email at eng.ucsd.edu - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by 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	428	2015
Integrating Document Clustering and Topic Modeling P Xie, E Xing 29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013	181	2013
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	176*	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	176*	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	176*	2020
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	174	2017
COVID-CT-Dataset: a CT scan dataset about COVID-19 J Zhao, Y Zhang, X He, P Xie arXiv preprint arXiv:2003.13865, 2020	172	2020
On the automatic generation of medical imaging reports B Jing, P Xie, E Xing arXiv preprint arXiv:1711.08195, 2017	130	2017
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	106	2014
Strategies and principles of distributed machine learning on big data EP Xing, Q Ho, P Xie, D Wei Engineering 2 (2), 179-195, 2016	95	2016
Incorporating Word Correlation Knowledge into Topic Modeling P Xie, D Yang, EP Xing Conference of the North American Chapter of the Association for …, 2015	89	2015
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	77	2020
Diversifying restricted boltzmann machine for document modeling P Xie, Y Deng, E Xing Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015	73	2015
Towards automated ICD coding using deep learning H Shi, P Xie, Z Hu, M Zhang, EP Xing arXiv preprint arXiv:1711.04075, 2017	71	2017
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	55	2015
Multi-Modal Distance Metric Learning P Xie, E Xing 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013	54	2013
A neural architecture for automated ICD coding P Xie, E Xing Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	44	2018
Adversarial vision challenge W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ... The NeurIPS'18 Competition, 129-153, 2020	36	2020
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	31	2018
Neural networks for encrypted data R Gilad-Bachrach, TW Finley, M Bilenko, P Xie US Patent 9,946,970, 2018	26	2018

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