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Author

Ziqing Wang

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RAPTOR: Ridge-Adaptive Logistic Probes

RAPTOR (Ridge-Adaptive Logistic Probe), a simple L2-regularized logistic probe whose validation-tuned ridge strength yields concept vectors from normalized weights is proposed, explaining how penalty strength mediates probe accuracy and concept-vector stability and yielding structural predictions that qualitatively ali...

Ziqi Gao, Yao Zhu, Qingcheng Zeng et al. · 0 citations
#natural language process... Preprint Jun 2026

LatentDx: Latent Multi-Agent Communication for Cross-Hospital Rare-Disease Diagnosis

LatentDx is introduced, a latent multi-agent communication framework in which hospital agents keep private clinical records and retrieved cases local, and send compact latent KV blocks to a host agent for rare-disease diagnosis, which improves cross-hospital diagnostic performance while reducing reconstructable clinica...

Zi-Qing Wang, Li-Li Zhao, Kai-Ze Ding · 3 citations
Conference Open access 2026

Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning

This work proposes At-tribution Scores-based Soft Orthogonality Low-Rank Adaptation (ASO-LoRA), an effective and efficient framework that simultaneously facilitates knowledge transfer while mitigating catastrophic forgetting and achieving a balance between knowledge transfer and preservation.

Yitong Wang, Xue Han, Wenchun Gao et al. · 0 citations

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