Yongsu Ahn

According to our database, Yongsu Ahn authored at least 14 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Human-centered explanation does not fit all: The interplay of sociotechnical, cognitive, and individual factors in the effect AI explanations in algorithmic decision-making.

Yongsu Ahn, Yu-Run Lin, Malihe Alikhani, Eunjeong Cheon

CoRR, February, 2025

2024

Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems.

Yongsu Ahn, Yu-Ru Lin

ACM Trans. Intell. Syst. Technol., August, 2024

V: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions.

Xian Teng, Yongsu Ahn, Yu-Ru Lin

IEEE Trans. Vis. Comput. Graph., January, 2024

Gender Bias in LLM-generated Interview Responses.

Haein Kong, Yongsu Ahn, Sangyub Lee, Yunho Maeng

CoRR, 2024

Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems.

Yongsu Ahn, Quinn K. Wolter, Jonilyn Dick, Janet Dick, Yu-Ru Lin

Proceedings of the IEEE Visualization in Data Science, 2024

Exploring Teachers' Perception of Artificial Intelligence: The Socio-emotional Deficiency as Opportunities and Challenges in Human-AI Complementarity in K-12 Education.

Soon-young Oh, Yongsu Ahn

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions.

Xian Teng, Yongsu Ahn, Yu-Ru Lin

CoRR, 2023

ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis.

Yongsu Ahn, Yu-Ru Lin, Panpan Xu, Zeng Dai

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

HungerGist: An Interpretable Predictive Model for Food Insecurity.

Yongsu Ahn, Muheng Yan, Yu-Ru Lin, Zian Wang

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Tribe or Not? Critical Inspection of Group Differences Using TribalGram.

Yongsu Ahn, Muheng Yan, Yu-Ru Lin, Wen-Ting Chung, Rebecca Hwa

ACM Trans. Interact. Intell. Syst., 2022

Improving Citizen-initiated Police Reform Efforts through Interactive Design: A Case Study in Allegheny County.

Yongsu Ahn, Eliana Beigel, Noah Braun, Collin Griffin, Sera Linardi, Blair Mickles, Emmaline Rial

Proceedings of the Equity and Access in Algorithms, Mechanisms, and Optimization, 2022

2020

FairSight: Visual Analytics for Fairness in Decision Making.

Yongsu Ahn, Yu-Ru Lin

IEEE Trans. Vis. Comput. Graph., 2020

PolicyFlow: Interpreting Policy Diffusion in Context.

Yongsu Ahn, Yu-Ru Lin

ACM Trans. Interact. Intell. Syst., 2020

2019

FacIt: Factorizing Tensors into Interpretable and Scrutinizable Patterns.

Xidao Wen, Konstantinos Pelechrinis, Yu-Ru Lin, Xi Liu, Yongsu Ahn, Nan Cao

Proceedings of the 30th IEEE Visualization Conference, 2019