Ruisong Zhou

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Publication activitypapers/week, last 8 weeks

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Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)World Models & Planning (1)

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Yicheng Pan (1)Haijun Zou (1)Tianyou Li (1)Zaiwen Wen (1)

Papers (1)

Apr 22, 2026

Yicheng Pan +4Apr 22, 2026

Learning to Solve the Quadratic Assignment Problem with Warm-Started MCMC Finetuning

Solving NP-hard combinatorial optimization problems like QAP just got a whole lot faster, thanks to a novel MCMC finetuning approach that achieves near-zero optimality gaps.

Yicheng Pan, Ruisong Zhou, Haijun Zou +2

Reasoning & Chain-of-Thought Tool Use & Agents World Models & Planning

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Ruisong Zhou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)