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Houmin Yan
City University of Hong Kong
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SCHOLARLY PAPERS
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Scholarly Papers (1)
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1.
Principled Inference-time Scaling: A Unified Framework for LLM-based Optimization Modeling
Number of pages: 33
Posted: 23 Apr 2026
Yiqi Sun
,
Youhua Li
,
Zuo-Jun Max Shen
and Houmin Yan
The University of Hong Kong (HKU), City University of Hong Kong, University of California, Berkeley and City University of Hong Kong
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Abstract:
Optimization Modeling, Large Language Models (LLMs), Inference-time Scaling, Sequential Refinement
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