Mauricio Villavicencio

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I’m an incoming Ph.D. student in the Department of Computer Science at the University of Maryland College Park, where I’ll be working with Fumeng Yang at the FIGX Lab.

My research interests lie in how information granularity shapes human-AI interaction, and in building interfaces that align AI transparency mechanisms with target user behaviors.

I received my B.S. and M.S. in Computer Science at the University of Minnesota, under the advisement of Qianwen Wang as a member of the Visual Intelligence Lab. Previously, I was an intern at Mayo Clinic and at Boston Scientific, where I worked on machine learning applications in healthcare.

news

One paper on human-centered LLM uncertainty was accepted by FAccT 2026!

publications

2026

  1. Not All Uncertainty Is Equal: How Uncertainty Granularity Shapes Human Verification in LLM-Assisted Decision Making
    Mauricio Villavicencio, Sitong Pan, and Qianwen Wang
    FAccT 2026

2025

  1. Mauricio Villavicencio, Juan Garcia-Mendez, Brian Pickering, and 2 more authors
    JCC 2025