Juntong Shi

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photo: me as a sailer ⛵️

I’m Juntong “Steven” Shi, an undergraduate senior at University of Southern California (USC), studying computer science and applied mathematics. My research focuses on developing principled and scalable generative models for irregular and heterogeneous data modalities. I’m also passionate about leveraging these models to tackle socially impactful challenges in science and healthcare.

news

Jan 22, 2025 TabDiff: a Mixed-typed Diffusion Model for Tabular Data Generation was accepted at ICLR 2025. See you in Singapore!
Nov 02, 2024 :rocket: Launched my personal website!

selected works

  1. ICLR
    tabdiff_demo.gif
    TabDiff: a Mixed-typed Diffusion Model for Tabular Data Generation
    Juntong Shi*, Minkai Xu*, Harper Hua*, Hengrui Zhang*, Stefano Ermon, and Jure Leskovec
    In International Conference on Learning Representations (ICLR), 2025