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Ruyi Ji

PhD student, Peking University

1 paper at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

#608 · Emmanuel Anaya Gonzalez, Sairam Vaidya, Kanghee Park, Ruyi Ji, Taylor Berg-Kirkpatrick, Loris D'Antoni

This paper presents a lightweight MCMC-based approach for constrained decoding in LLMs