Nan Liu

I am currently developing large-scale generative models at Google. Prior to that, I was fortunate enough to work with Yilun Du and Shuang Li on composing generative models. My current research interest remains generative models but I am slowly learning and exploring robotics. Outside of research, I love playing Texas Hold'em. I did my undergraduate and masters at Michigan and UIUC.



Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

Nan Liu*, Yilun Du*, Shuang Li*, Joshua B. Tenenbaum, Antonio Torralba

ICCV 2023 / Website / Paper / Code

Compositional Visual Generation with Composable Diffusion Models

Nan Liu*, Shuang Li*, Yilun Du*, Antonio Torralba, Joshua B. Tenenbaum

ECCV 2022 / Website / Paper / Code / Colab / Demo / MIT News

Learning to Compose Visual Relations

Nan Liu*, Shuang Li*, Yilun Du*, Joshua B. Tenenbaum, Antonio Torralba

NeurIPS 2021 / Website / Paper / Code / MIT News

★ Spotlight Presentation, NeurIPS 2021
★ Outstanding Paper, NeurIPS 2021 Workshop on Controllable Generative Modeling