Pengtao Xie

Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans

Xuehai He, Xingyi Yang, Shanghang Zhang et al. · 2020 · 449 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +25

Petuum: A New Platform for Distributed Machine Learning on Big Data

Eric P. Xing, Qirong Ho, Wei Dai et al. · IEEE Transactions on Big Data · 2015 · 392 citations

Cluster Computing, Engineering, Machine Learning +24

A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT

Ce Zhou, Qian Li, Chen Li et al. · International Journal of Machine Learning and Cybernetics · 2024 · 340 citations

Natural Language Processing, Artificial Intelligence, Llm Fine-tuning +10

CERT: Contrastive Self-supervised Learning for Language Understanding

Hongchao Fang, Pengtao Xie · 2020 · 198 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +17

Poseidon: An Efficient Communication Architecture for Distributed Deep\n Learning on GPU Clusters

Hao Zhang, Zeyu Zheng, Shizhen Xu et al. · arXiv (Cornell University) · 2017 · 197 citations · Full text