Author

Jiangchao Yao

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Open access Sep 2026

LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models.

The widespread adoption of large-scale pre-training techniques has significantly advanced the development of medical foundation models, enabling them to serve as versatile tools across a broad range of medical tasks. However, despite their strong generalization capabilities, medical foundation models pre-trained on lar...

Hao-Lin Li, Yu-Hang Zhou, Zi-Heng Zhao et al. · IEEE Transactions on Pattern... · 0 citations

#natural language process... Preprint Aug 2026

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models

RPS is proposed, a novel training-free decoding method that seeks mid-entropy positions as promising candidate pivots (where to decode), and determines their token assignment that yields the greatest downstream benefit via lookahead evaluation (what to decode).

Yu-Shi Ye, Xu Chen, Hao-Yun Jiang et al. · 1 citation