Publications

Equal contribution indicated by *

2024

  1. CVPR
    Correcting Diffusion Generation through Resampling
    Yujian Liu, Yang Zhang, Tommi Jaakkola, and Shiyu Chang
    2024
  2. arXiv
    Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
    Yujian Liu, Jiabao Ji, Tong Yu, Ryan Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, and Shiyu Chang
    Jan 2024

2023

  1. arXiv
    Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
    Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, and Yang Zhang
    Nov 2023
  2. ICCV
    Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis
    Qiucheng Wu*, Yujian Liu*, Handong Zhao, Trung Bui, Zhe Lin, Yang Zhang, and Shiyu Chang
    Oct 2023
  3. EMNLP
    All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison
    Yujian Liu, Xinliang Frederick Zhang, Kaijian Zou, Ruihong Huang, Nicholas Beauchamp, and Lu Wang
    Oct 2023
  4. CVPR
    Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
    Qiucheng Wu, Yujian Liu, Handong Zhao, Ajinkya Kale, Trung Bui, Tong Yu, Zhe Lin, Yang Zhang, and Shiyu Chang
    Jun 2023
  5. ICWSM
    Improving Mental Health Classifier Generalization with Pre-Diagnosis Data
    Yujian Liu*, Laura Biester*, and Rada Mihalcea
    Jun 2023

2022

  1. NAACL
    POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection
    Yujian Liu*, Xinliang Frederick Zhang*, David Wegsman, Nicholas Beauchamp, and Lu Wang
    Jul 2022

2020

  1. arXiv
    Audrey: A Personalized Open-Domain Conversational Bot
    Chung Hoon Hong, Yuan Liang, Sagnik Sinha Roy, Arushi Jain, Vihang Agarwal, Ryan Draves, Zhizhuo Zhou, William Chen, Yujian Liu, Martha Miracky, and 3 more authors
    Jul 2020