Yuhao Sun

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你好,这里是孙宇皓(常用ID @林焓是猫猫,你可以认为『林焓』是我的自设)。北京理工大学不知名散人,赛博街溜子。目前对理论物理、Minecraft科技整合包和一些非典型推理谜题感兴趣,研究方向是生成模型和控制理论在科学问题中的应用。我致力于在学习的过程中将我接触到的理论直观化,并做直观的研究。我对“直观”的定义主要包含以下三部分:

  • 在现实世界中真实可感的事物是直观的,描述这些事物的理论也是直观的;
  • 如果抽走一个理论中具体的数学表达式,我仍然能使用语言对这个理论的基本假设与建立过程进行描述,且基于这些描述我可以自行重建该理论,那么这个理论是直观的;
  • 如果一个理论不在上述范围之内,但它和某一上述范围之内的理论有相似的数学结构,那么这个理论是直观的。

My research focuses on the application of generative models and control theory to scientific problems. I am committed to developing an intuitive understanding of the theories I encounter and conducting research that is inherently intuitive. I define “intuitive” primarily through the following three aspects:

  • Entities that are tangible and perceptible in the real world are intuitive, as are the theories that describe them.
  • A theory is intuitive if, upon stripping away its specific mathematical expressions, I can still verbally articulate its fundamental assumptions and formulation process, and subsequently reconstruct the theory based solely on this description.
  • Even if a theory does not strictly fall into the above categories, it is considered intuitive if it shares a similar mathematical structure with a theory that does.

latest posts

Mar 30, 2026 控制理论:新视野
Mar 30, 2026 随机热力学

selected publications

  1. WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport
    Qiangwei Peng, Zihan Wang, Junda Ying, and 5 more authors
    ICLR 2026, 2026
  2. Modeling cell dynamics and interactions with unbalanced mean field schrodinger bridge
    Zhenyi Zhang, Zihan Wang, Yuhao Sun, and 2 more authors
    NeurIPS 2025, 2025
  3. Variational regularized unbalanced optimal transport: Single network, least action
    Yuhao Sun, Zhenyi Zhang, Zihan Wang, and 2 more authors
    NeurIPS 2025, 2025