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Author

Guang-Jing Yang

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Aug 2026

CAT-WSI: Context-Aware Trajectory Learning for Whole-Slide Breast Pathology Segmentation.

CAT-WSI is proposed, a context-aware trajectory learning framework for breast pathology WSI segmentation that organizes patches into structured transverse trajectories across each slide, thereby preserving long-range spatial dependencies while reducing the directional bias and boundary fragmentation inherent in convent...

Jiajun Qiu, Chao-Ran Zhang, Guangjing Yang et al. · 0 citations
Open access Jul 2026

MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning

In response to the challenges posed by the extensive parameter updates required for full fine-tuning of large-scale pre-trained models, parameter-efficient fine-tuning (PEFT) methods, exemplified by Low-Rank Adaptation (LoRA), have emerged. LoRA simplifies the fine-tuning process but may still struggle with a certain l...

Junjie Wang, Guangjing Yang, Wentao Chen et al. · 3 citations · ⚡1

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