Author

Yuanhao Liu

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Preprint Sep 2026

The Bureaucratization of the Internet: Analyzing the Diffusion of Governance Regimes on Reddit (2011--2023)

As online platforms scale, distributed communities must develop complex governance structures to maintain order. Reddit represents a unique experiment in this process: millions of subreddits manage their own digital commons, yet together they form an interconnected ecosystem of platform governance. Using a historical d...

Katherine Van Koevering, Yuan-Hao Liu, Jon M. Kleinberg · 0 citations

Conference Open access Sep 2026

When Can We Trust Fairness Audits? Identifying Reliability Boundaries of Third-party Audit Conclusions

The Consistency Radius is introduced, a metric that quantifies the maximum distribution shift under which an audit conclusion based on a third-party dataset remains consistent, and a convex relaxation-based optimization method to estimate the radius using only model responses over the audit dataset is proposed.

Yuan-Hao Liu, Qi Cao, Hua-Wei Shen · Proceedings of the Thirty-Fi... · 0 citations