Nan Liu

I am currently a first-year MSCS student at University of Illinois at Urbana-Champaign. Previously, I graduated from University of Michigan, Ann Arbor with a bachelor's degree in Computer Science in 2021.

Currently, my research focus lies in Generative Modeling (i.e., Energy-based models, diffusion models/score-based models).

Publications

(* indicates equal contribution)

	Compositional Visual Generation with Composable Diffusion Models Nan Liu, Shuang Li, Yilun Du, Antonio Torralba, Joshua B. Tenenbaum Arxiv Preprint*, 2022 [Website] [Paper] [Code]
	Learning to Compose Visual Relations Nan Liu, Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba NeurIPS* (Spotlight), 2021 [Website] [Paper] [Code]
	FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework Santiago Castro, Ruoyao Wang, Pingxuan Huang, Ian Stewart, Oana Ignat, Nan Liu, Jonathan Stroud, Rada Mihalcea ACL, 2022 [Paper] [Code]
	SENSOR ADVERSARIAL TRAITS: ANALYZING ROBUSTNESS OF 3D OBJECT DETECTION SENSOR FUSION MODELS Won Park, Nan Liu, Qi Afred Chen, Z. Morley Mao ICIP, 2021 [Paper]

Teaching

CS 441: Applied Machine Learning (Fall 2021, Spring 2022)

I use this webpage template from here