Pengtao Xie

Best Publications

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

  Eric P. Xing;Qirong Ho;Wei Dai;Jin Kyu Kim

  592
  Citations

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

  Xuehai He;Xingyi Yang;Shanghang Zhang;Jinyu Zhao

  421
  Citations

• A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

  Unknown

  349
  Citations

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

  Unknown

  329
  Citations

• Poseidon: an efficient communication architecture for distributed deep learning on GPU clusters

  Hao Zhang;Zeyu Zheng;Shizhen Xu;Wei Dai

  280
  Citations

• CERT: Contrastive Self-supervised Learning for Language Understanding

  Unknown

  198
  Citations

• Strategies and Principles of Distributed Machine Learning on Big Data

  Eric P. Xing;Qirong Ho;Pengtao Xie;Dai Wei

  184
  Citations

• Towards Automated ICD Coding Using Deep Learning.

  Haoran Shi;Pengtao Xie;Zhiting Hu;Ming Zhang

  159
  Citations

• Crypto-Nets: Neural Networks over Encrypted Data

  Pengtao Xie;Misha Bilenko;Tom Finley;Ran Gilad-Bachrach

  157
  Citations

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

  Eric P. Xing;Qirong Ho;Wei Dai;Jin-Kyu Kim

  148
  Citations

• MedDialog: Large-scale Medical Dialogue Datasets

  Unknown

  146
  Citations

• CERT: Contrastive Self-supervised Learning for Language Understanding

  Unknown

  134
  Citations

• Integrating Document Clustering and Topic Modeling

  Pengtao Xie;Eric P. Xing

  133
  Citations

• Contrastive Self-supervised Learning for Graph Classification

  Unknown

  127
  Citations

• A Neural Architecture for Automated ICD Coding.

  Pengtao Xie;Eric Xing

  119
  Citations

• Incorporating Word Correlation Knowledge into Topic Modeling

  Pengtao Xie;Diyi Yang;Eric P. Xing

  113
  Citations

• Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations

  Unknown

  94
  Citations

• Diversifying Restricted Boltzmann Machine for Document Modeling

  Pengtao Xie;Yuntian Deng;Eric Xing

  93
  Citations

• PathVQA: 30000+ Questions for Medical Visual Question Answering.

  Xuehai He;Yichen Zhang;Luntian Mou;Eric P. Xing

  84
  Citations

• Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines

  Hao Zhang;Zhiting Hu;Jinliang Wei;Pengtao Xie

  69
  Citations