Nan Liu

I am currently a first-year thesis-based 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)

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