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most citedLong-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

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cs.CV2026

EvoSpatial: Experience-Driven Skill and Tool Evolution for Spatial Reasoning Agents

Bin Yu, Shijie Lian, Zhaolong Shen +10

Spatial reasoning agents can inspect tool outputs and repair errors, but reusing these lessons requires preserving both the computation and the conditions that make it valid. We in…