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Jiang Wu

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#artificial intelligence Preprint Jan 2026

Do Implicit Personalization and Explicit Styles Conflict? PsPLUG: A Lightweight Plug-in for Balancing Personalization and Style in Customized LLMs

PsPLUG is proposed, a lightweight plug-in that learns a user-specific residual after accounting for the requested style, and better preserves user preferences while providing precise control over the balance between personalization and style adherence.

Yutong Song, Jiang Wu, Shaofan Yuan et al. · 1 citation
#natural language process... Preprint Aug 2026

Evidence-Bounded Mental Health Reasoning from Heterogeneous Speech Protocols

The Evidence Package Benchmark is introduced, integrating 1,870 packages across six heterogeneous sources with explicit modality masks and evidence permissions, and EviBound, a protocol-aware evidence control framework is proposed, a protocol-aware evidence control framework for safer clinical NLP research.

Cheng-Yuan Gao, Jiang Wu, Tao Lu et al. · 0 citations

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