World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
32
Citations
5443
World Ranking
13026
National Ranking
5247

Best Publications

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

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

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

    Xuehai He;Xingyi Yang;Shanghang Zhang;Jinyu Zhao

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

    Unknown

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

    Unknown

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

    Hao Zhang;Zeyu Zheng;Shizhen Xu;Wei Dai

  • CERT: Contrastive Self-supervised Learning for Language Understanding

    Unknown

  • Strategies and Principles of Distributed Machine Learning on Big Data

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

  • Towards Automated ICD Coding Using Deep Learning.

    Haoran Shi;Pengtao Xie;Zhiting Hu;Ming Zhang

  • Crypto-Nets: Neural Networks over Encrypted Data

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

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

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

  • MedDialog: Large-scale Medical Dialogue Datasets

    Unknown

  • CERT: Contrastive Self-supervised Learning for Language Understanding

    Unknown

  • Integrating Document Clustering and Topic Modeling

    Pengtao Xie;Eric P. Xing

  • Contrastive Self-supervised Learning for Graph Classification

    Unknown

  • A Neural Architecture for Automated ICD Coding.

    Pengtao Xie;Eric Xing

  • Incorporating Word Correlation Knowledge into Topic Modeling

    Pengtao Xie;Diyi Yang;Eric P. Xing

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

    Unknown

  • Diversifying Restricted Boltzmann Machine for Document Modeling

    Pengtao Xie;Yuntian Deng;Eric Xing

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

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

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

    Hao Zhang;Zhiting Hu;Jinliang Wei;Pengtao Xie

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