الباحثون

Yang Deng

المنشورات 2

نسخة أولية وصول مفتوح

Perceptually Aligned Evaluation of Style Transfer

Yang Deng, Eleftherios Ioannou, David Mould وآخرون · 2026

Style transfer lacks a reliable evaluation standard: ground truth is inherently ill-defined, and existing automatic metrics often fail to reflect human preference. This paper introduces ASTRA (Assessment of Style TRansfer Algorithms), an approach for automatic evaluation of style transfer algorithms; it contains two co …

نسخة أولية وصول مفتوح

Clarify the User or Verify the World? Uncertainty Routing for Proactive Agents

Zhaofeng Li, Xuan Zhang, Xiaokui Xiao وآخرون · 2026

Tool-using LLM agents must decide not only whether additional information is needed, but also which source can resolve the uncertainty. Existing proactive approaches often specialize in either user clarification or environment verification, without explicitly determining the appropriate information source for each deci …

المؤلفون المشاركون