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Han Liu
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Han Liu
@HanLiuAI
Ph.D. @UChicagoCS @DSI_UChicago. Lab alumnus @ChicagoHAI. Empowering humans with AI.
San Francisco, CA
hanliuai.github.io
Joined August 2014
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    Han Liu
    @HanLiuAI
    May 5, 2023
    Can representations from ML models help improve human accuracy on challenging prediction tasks? In our #ICLR2023 paper, we show representations trained to be aligned with human visual perception can help non-experts do better in both natural and medical image classification:
    Title and abstract of an #ICLR2023 conference paper: Learning Human-Compatible Representations for Case-Based Decision Support. 
Authors: Han Liu, Yizhou Tian, Chacha Chen, Shi Feng, Yuxin Chen, and Chenhao Tan.
  • user avatar
    Han Liu
    @HanLiuAI
    Oct 25, 2021
    How can human-AI teams outperform both AI alone and human alone, i.e. achieving complementary performance? In our new paper presenting at #CSCW2021, we propose two directions: out-of-distribution examples and interactive explanations. Here’s a thread about these new perspectives:
    Abstract of the paper: Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making
  • user avatar
    Han Liu
    @HanLiuAI
    Feb 17, 2016
    @WUcse247 d 985
  • user avatar
    Han Liu
    @HanLiuAI
    Feb 17, 2016
    @WUcse247 d 799
  • user avatar
    Han Liu
    @HanLiuAI
    Feb 17, 2016
    @WUcse247 a 257

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