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.
· arXiv.org · 0 citations
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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
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Conference
Open access
2026
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.
· Annual Meeting of the Associ... · 0 citations
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