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Home/Authors/Siyu Liu

Siyu Liu

1 indexed paper

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26

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Algorithms×1Probability×1

Frequent co-authors

Zhidan Li1×
Kuan Yang1×

Research Timeline

2026
Counting and Sampling Anti-Ferromagnetic Potts Models on Random Regular Bipartite Graphs in the Non-uniqueness Regime

This paper studies approximating the partition function of the anti-ferromagnetic multi-state Potts model at low temperature on random regular bipartite graphs, and shows that single-site Glauber dynamics have exponentially slow mixing time but proposes a deterministic algorithm for approximation.

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Papers

cs.DSmath.PRTheoreticalRecentJun 19, 2026

Counting and Sampling Anti-Ferromagnetic Potts Models on Random Regular Bipartite Graphs in the Non-uniqueness Regime

Zhidan Li, Siyu Liu, Kuan Yang

This paper studies approximating the partition function of the anti-ferromagnetic multi-state Potts model at low temperature on random regular bipartite graphs, and shows that single-site Glauber dyna…

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