sushimax

stanford cs

I'm a junior at Stanford studying computer science and statistics. I do research on database systems and machine learning at the Stanford DAWN Lab working with Matei Zaharia and Tatsu Hashimoto. I'm currently deep into crypto and interested in topics such as zero-knowledge systems, decentralized finance, and blockchain infrastructure.

News

  • [3/2022] I received the Barry M. Goldwater Scholarship!
  • [2/2022] My work on using fourier transforms in transformers was accepted to ICLR
  • [1/2022] I was a finalist for the CRA's Undergradute Research Award

    • Research

    Data Management for ML-based Analytics and Beyond
    D Kang, J Guibas, P Bailis, T Hashimoto, Y Sun, M Zaharia
    (In Submission)

    Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers
    J Guibas, M Mardani, Z Li, A Tao, A Anandkumar, B Catanzaro
    International Conference on Learning Representations (ICLR), 2022

    Task-agnostic Indexes for Deep Learning-based Queries over Unstructured Data
    D Kang, J Guibas, P Bailis, T Hashimoto, M Zaharia
    International Conference on Management of Data (SIGMOD), 2022

    Accelerating Approximate Aggregation Queries with Expensive Predicates
    D Kang, J Guibas, P Bailis, T Hashimoto, Y Sun, M Zaharia
    International Conference on Very Large Data Bases (VLDB), 2021

    Synthetic Medical Images from Dual Generative Adversarial Networks
    J Guibas, T Virdi, P Li
    Conference on Neural Information Processing Systems (NIPS ML4H), 2017

    © John Guibas | Design Inspired By: Gauttam Mittal