Our lab takes a human-centric approach to developing Intelligent Systems that meaningfully and productively interact with humans. We conduct research at the intersection of HCI, Vis, and AI/ML.

Publications

    2024

  • TVCG

    Eliciting Model Steering Interactions From Users via Data and Visual Design Probes
    Anamaria Crisan, Maddie Shang, Eric Brochu (2024) IEEE Trans. on Visualization and Comptuer Graphics
    paper slides doi

  • BELIV

    We Don't Know How to Assess LLM Contributions in VIS/HCI
    Anamaria Crisan (2024) BELIV Workshop Series
    paper slides

  • BELIV

    Exploring Subjective Notions of Explainability through Counterfactual Visualization of Sentiment Analysis
    Anamaria Crisan, Nathan Butters, Zoë (2024) BELIV Workshop Series
    paper slides

  • HEAL

    Towards a Holistic Evaluation of LLM Generated Code
    Anamaria Crisan, Enamul Hoque (2024) ACM CHI'24 Workshop on Human-Centered Evaluation and Auditing of Language Models
    paper url

    2023

  • CHI

    🏆 Best Paper - Honorable Mention

    Tracing and visualizing human-ML/AI Collaborative Processes through Artifacts of Data Work
    Jennifer Rogers, Anamaria Crisan (2023) Proc. ACM CHI'23
    paper doi

    2022

  • FAccT

    Interactive Model Cards: A Human-Centered Approach to Model Documentation
    Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani (2022) Proc. ACM FAccT'22
    paper doi

    2021

  • CHI

    🏆 Best Paper - Honorable Mention

    Fits and starts: Enterprise use of AutoML and the Role of Humans in the Loop
    Anamaria Crisan, Brittany Fiore-Gartland (2021) Proc. ACM CHI'21
    paper doi

    2020

  • TVCG

    🏆 Best Paper - VDS'20

    Passing the Data Baton : A Retrospective Analysis on Data Science Work and Workers
    Anamaria Crisan, Brittany Fiore-Gartland, Melanie Tory (2020) IEEE Trans. on Visualization and Comptuer Graphics
    paper doi