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MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
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Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories
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TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation
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