About

Lu, Yukuan

I study world models, with a broader focus on generative models.

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Selected Publications

1. Concept-Guided Spatial Regularization for World Models in Atari Pong Yukuan Lu, Zaishuo Xia, Weyl Lu, and Yubei Chen.
   arXiv preprint, 2026.

   An original and self-led first research project. This work shows that:

   • As of 2026, existing world-model agents still have poor world models.
   • Our method improves world models in Atari Pong, while broader generalization remains open.

Other resources

For talks I made, the slides are (usually) available at slides.lyk-love.cn.

About this site

A personal repository of my learning and research notes. Notes are written in both Chinese and English and may contain shortcuts, mistakes, or AI-assisted drafts that have not yet been fully polished. Use with caution.