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Pengtao Xie
Pengtao Xie
Assistant Professor, UC San Diego; Adjunct Faculty, MBZUAI
Verified email at eng.ucsd.edu - Homepage
Title
Cited by
Cited by
Year
Improve the Performance of CT-Based Pneumonia Classification via Source Data Reweighting
P Xie, X Zhao, X He
Scientific Reports. Nature Portfolio, 2023
1086*2023
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
10742020
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
6472015
On the automatic generation of medical imaging reports
B Jing, P Xie, E Xing
arXiv preprint arXiv:1711.08195, 2017
6242017
A comprehensive survey on pretrained foundation models: A history from bert to chatgpt
C Zhou, Q Li, C Li, J Yu, Y Liu, G Wang, K Zhang, C Ji, Q Yan, L He, ...
arXiv preprint arXiv:2302.09419, 2023
4852023
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
4462020
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
4292017
CERT: Contrastive Self-supervised Learning for Language Understanding
H Fang, P Xie
Transactions of the Association for Computational Linguistics, 2022
3642022
EViT: Expediting Vision Transformers via Token Reorganizations
Y Liang, C Ge, Z Tong, Y Song, J Wang, P Xie
ICLR, 2022
279*2022
Integrating Document Clustering and Topic Modeling
P Xie, E Xing
29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013
2572013
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
2232014
Strategies and principles of distributed machine learning on big data
EP Xing, Q Ho, P Xie, D Wei
Engineering 2 (2), 179-195, 2016
2142016
Towards automated ICD coding using deep learning
H Shi, P Xie, Z Hu, M Zhang, EP Xing
arXiv preprint arXiv:1711.04075, 2017
2072017
MedDialog: A Large-scale Medical Dialogue Dataset
G Zeng, W Yang, Z Ju, Y Yang, S Wang, R Zhang, M Zhou, J Zeng, ...
EMNLP, 2020
1612020
Contrastive Self-supervised Learning for Graph Classification
J Zeng, P Xie
AAAI, 2020
1552020
Pathvqa: 30000+ questions for medical visual question answering
X He, Y Zhang, L Mou, E Xing, P Xie
arXiv preprint arXiv:2003.10286, 2020
1412020
A neural architecture for automated ICD coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
1352018
Incorporating Word Correlation Knowledge into Topic Modeling
P Xie, D Yang, EP Xing
Conference of the North American Chapter of the Association for …, 2015
1232015
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
1122019
Neural networks for encrypted data
R Gilad-Bachrach, TW Finley, M Bilenko, P Xie
US Patent 9,946,970, 2018
1102018
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