Katelyn C. Morrison

Current Resume

I am a fourth year Ph.D. student at Carnegie Mellon University in the Human-Computer Interaction Institute where I am fortunate to be advised by Adam Perer. My research focuses on enhancing and augmenting human-AI collaboration (👩🏻‍💼 + 🤖). My recent research has focused on interactions with Vision-Language Models in wildlife conservation and medical imaging as well as Bayesian Networks for Pulmonary Arterial Hypertension risk outcome. My research has been funded by the NIH, the Center for Machine Learning and Health, and the Software Engineering Institute at Carnegie Mellon University.

I graduated from the University of Pittsburgh in May 2021 with a bachelor’s degree in computer science and a certificate in sustainability. In undergrad, I focused on the application and limitations of computer vision models as well as the distribution of smart mobility resources within cities. I also served as a co-organizer for the 2020, 2022, and 2023 Computational Sustainability Workshop.

news

May 16, 2024	Selected for the Center for Machine Learning and Health Fellowship at CMU!
Mar 30, 2024	Our paper in collaboration with Wild Me has been accepted to FAccT!
Dec 20, 2023	My Microsoft Research Internship work on AI-Powered Reminders has been accepted to CSCW 2024!
Dec 10, 2023	Joining Justin Weisz’s team at IBM this summer as a Human-Centered Generative AI Research Scientist Intern!
Oct 13, 2023	Our Imperfect XAI paper on 👩🏻‍💼 + 🤖 for 🦜 was accepted to CSCW 2024!

selected publications

Conference Paper
Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making

Morrison, K., Shin, D., Holstein, K., and Perer, A.

In ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2023

Bib PDF
@inproceedings{morrison2023explanations, bibtex_show = {true}, abbr = {Conference Paper}, title = {Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making}, author = {Morrison, K. and Shin, D. and Holstein, K. and Perer, A.}, booktitle = {ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)}, year = {2023}, pdf = {23_cscw_explanation_characteristics.pdf}, selected = {true} }
Conference Paper
The Impact of Imperfect XAI on Human-AI Decision-Making

Morrison, K., Spitzer, P., Turri, V., Feng, M., Kühl, N., and Perer, A.

ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2024

Bib HTML PDF
@article{morrison2023imperfectxai, bibtex_show = {true}, abbr = {Conference Paper}, title = {The Impact of Imperfect XAI on Human-AI Decision-Making}, author = {Morrison, K. and Spitzer, P. and Turri, V. and Feng, M. and Kühl, N. and Perer, A.}, journal = {ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)}, year = {2024}, html = {https://arxiv.org/pdf/2307.13566.pdf}, pdf = {communication_talk_2023.pdf}, selected = {true} }