2 papers
cs.CY2026
What Makes a Fairness Gap Actionable? Statistical Actionability for Responsible AI Deployment
Hairu Fan, Shiyuan Wang
Algorithmic fairness audits can detect disparities, but they do not determine when those disparities warrant intervention. Deployment decisions also depend on the reliability of th…
cs.HC2025
AdvisingWise: Supporting Academic Advising in Higher Education Settings Through a Human-in-the-Loop Multi-Agent Framework
Wendan Jiang, Shiyuan Wang, Hiba Eltigani +3
Academic advising is critical to student success in higher education, yet high student-to-advisor ratios limit advisors' capacity to provide timely support, particularly during pea…