الباحثون

Xun Wu

المنشورات 2

نسخة أولية وصول مفتوح

No-Free-Graph: Learning When Multimodal Data Should Be Graphified

Zekai Chen, Kai Hu, YuXin Zeng وآخرون · 2026

Multimodal graph learning has recently emerged as an effective paradigm for in corporating inter-entity relationships into multimodal representations. Existing studies have made substantial progress on how to construct and optimize graphs, but rarely consider a more fundamental question: whether additional relational s …

نسخة أولية وصول مفتوح

Learning to Coach for Experiential Learning

Guanheng Chen, Tianzhu Ye, Li Dong وآخرون · 2026

Language models can learn from experience, but raw solution trajectories are often too long and noisy to provide effective guidance. In this work, we propose Learning to Coach (L2C), a framework that trains a dedicated LLM-as-a-Coach to extract actionable experiential knowledge from an actor model's previous trajectory …

المؤلفون المشاركون