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Candi Zheng

Ph.D. Student
Hong Kong University of Science and Technology & Southern University of Science and Technology
czhengac@connect.ust.hk


About Me

I am currently pursuing my Ph.D. in a joint program between the Department of Mathematics at Hong Kong University of Science and Technology (HKUST) and the Department of Mechanics and Aerospace Engineering at the Southern University of Science and Technology (SUSTech), superivsed by Professor Yang Wang and Professor Shiyi Chen. My academic background includes a B.S. in Physics from SUSTech and a pure math Ph.D. qualification from HKUST.

Research Interests

My research focuses on AI and non-equilibrium physics, particularly generative modeling and kinetic theory, with an emphasis on physics insights and mathematical solidity.

News

Characteristic Guidance Web UI

We are excited to share our publicly available extension, the Characteristic Guidance Web UI, which provides large CFG (Cassifier-Free Guidance) scale correction for the Stable Diffusion web UI (AUTOMATIC1111).

Moment Gauge

Try our python & JAX library Moment Gauge, designed to facilitate the implementation of numerical solvers using the maximal entropy moment method. Built on the JAX framework, Moment Gauge aims to provide reusable code for researchers and developers working with rarefied gas dynamics and other applications of the maximal entropy moment method.

Publications

  1. ICML
    Candi Zheng*^, Yuan Lan^ (*Corresponding authors, ^Equal contribution)
    ICML 2024

  2. Arxiv
    Candi Zheng*, Yang Wang, Shiyi Chen (*Corresponding authors)
    Arxiv Preprint

  3. Arxiv
    Candi Zheng*, Yang Wang, Shiyi Chen (*Corresponding authors)
    Arxiv Preprint

  4. PRE
    Candi Zheng*, Yang Wang, Shiyi Chen (*Corresponding authors)
    Physical Review E

  5. Nanoscale
    Jin, Yuan-Jun, Rui Wang, Jin-Zhu Zhao, Yong-Ping Du, Can-Di Zheng, Li-Yong Gan, Jun-Feng Liu, Hu Xu*, and S. Y. Tong* (*Corresponding authors)
    Nanoscale


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