Pengtao Xie

Pengtao Xie publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Pengtao Xie sits on this spectrum.

Pengtao Xie D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Pengtao Xie sits on this spectrum.

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