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Pengtao Xie
Pengtao Xie
Assistant Professor, UC San Diego; Adjunct Faculty, MBZUAI
Verifierad e-postadress på eng.ucsd.edu - Startsida
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Improve the Performance of CT-Based Pneumonia Classification via Source Data Reweighting
P Xie, X Zhao, X He
Scientific Reports. Nature Portfolio, 2023
1140*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
11252020
On the automatic generation of medical imaging reports
B Jing, P Xie, E Xing
arXiv preprint arXiv:1711.08195, 2017
6922017
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
6622015
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, ...
International Journal of Machine Learning and Cybernetics, 1-65, 2024
6122024
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
4532020
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
4472017
CERT: Contrastive Self-supervised Learning for Language Understanding
H Fang, P Xie
Transactions of the Association for Computational Linguistics, 2022
3942022
EViT: Expediting Vision Transformers via Token Reorganizations
Y Liang, C Ge, Z Tong, Y Song, J Wang, P Xie
ICLR, 2022
354*2022
Integrating Document Clustering and Topic Modeling
P Xie, E Xing
29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013
2682013
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
2282014
Strategies and principles of distributed machine learning on big data
EP Xing, Q Ho, P Xie, D Wei
Engineering 2 (2), 179-195, 2016
2272016
Towards automated ICD coding using deep learning
H Shi, P Xie, Z Hu, M Zhang, EP Xing
arXiv preprint arXiv:1711.04075, 2017
2132017
Pathvqa: 30000+ questions for medical visual question answering
X He, Y Zhang, L Mou, E Xing, P Xie
arXiv preprint arXiv:2003.10286, 2020
2102020
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
1922020
Contrastive Self-supervised Learning for Graph Classification
J Zeng, P Xie
AAAI, 2020
1722020
A neural architecture for automated ICD coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
1422018
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
1162019
Neural networks for encrypted data
R Gilad-Bachrach, TW Finley, M Bilenko, P Xie
US Patent 9,946,970, 2018
1152018
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Artiklar 1–20