Pengtao Xie - Concepedia

Author

Pengtao Xie

University of California San Diego ORCID

Also Known As

Cheng, Heng-Tze, Hoai-Chau Tran, P Xie, P. Xie, Pengtao Xie, Pengtao Xie, Pengtao. Xie, Pujin Xie, Xie Pengtao, Xie, Pengtao

217

Publications

5.7K

Citations

H-Index

168

Concepts

All Affiliations

University of California San Diego Carnegie Mellon University UC San Diego Health System Tsinghua University Beijing University of Technology

About

Pengtao Xie is an author at University of California San Diego specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	26	54	3.5K
2	Education	3	3	59
3	Arts	2	2	65
4	Business	2	2	144
5	Health Sciences	2	2	464

Pengtao Xie

Publications

4.5K

Citations

H-Index

Page 1

	Year	Citations
Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans Xuehai He, Xingyi Yang, Shanghang Zhang, Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningAutoencoders	2020	449
Petuum: A New Platform for Distributed Machine Learning on Big Data Eric P. Xing, Qirong Ho, Wei Dai, IEEE Transactions on Big Data Cluster ComputingEngineeringMachine LearningComputer ArchitectureMap-reduce	2015	392
A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT Ce Zhou, Qian Li, Chen Li, International Journal of Machine Learning and Cybernetics Natural Language ProcessingArtificial IntelligenceLlm Fine-tuningPretrained Foundation ModelsEngineering	2024	340
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang, Pengtao Xie Llm Fine-tuningEngineeringMachine LearningMultilingual PretrainingPretrained Language Encoder	2020	198
Poseidon: An Efficient Communication Architecture for Distributed Deep\n Learning on GPU Clusters Hao Zhang, Zeyu Zheng, Shizhen Xu, arXiv (Cornell University)	2017	197
Strategies and Principles of Distributed Machine Learning on Big Data Eric P. Xing, Qirong Ho, Pengtao Xie, Engineering	2016	160
MedDialog: Large-scale Medical Dialogue Datasets Guangtao Zeng, Wenmian Yang, Zeqian Ju, EngineeringSpoken Dialog SystemCorpus LinguisticsLanguage ProcessingText Mining	2020	153
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT Ce Zhou, Qian Li, Chen Li, arXiv (Cornell University) Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningAdvanced Pfms	2023	151
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang, Pengtao Xie Llm Fine-tuningEngineeringMachine LearningMultilingual PretrainingPretrained Language Encoder	2020	134
Crypto-Nets: Neural Networks over Encrypted Data Pengtao Xie, Misha Bilenko, Tom Finley, arXiv (Cornell University) Privacy ProtectionEngineeringMachine LearningEncrypted TrafficInformation Security	2014	133

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