الباحثون

Di Jiang

المنشورات 2

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UXBench Pro: Benchmarking Personalized User Experience in Multi-Turn Dialogue Interactions

Mengze Hong, Zeyang Lei, Wenbo Shang وآخرون · 2026

Evaluating user experience (UX) with automated computational methods has gained increasing attention, supported by empirical evidence from UXBench. However, binary preference prediction provides limited insight, while relying on a single user-agnostic reward model overlooks the inherent heterogeneity of users, whose ex …

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Federated Agent Optimization

Qiang Yang, Zhiqiang Kou, Xueyi Zhang وآخرون · 2026

Large language model (LLM) agents increasingly operate in private environments and accumulate valuable experience from task execution, tool use, feedback, and local knowledge. Yet such experience is distributed across organizations and cannot be directly shared because of privacy and proprietary constraints. Convention …

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