Author

Peng Yin

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Conference Aug 2026

Research on remote sensing landslide image recognition method based on dual-model ensemble swin transformer

The proposed dual-model ensemble method for remote sensing landslide identification based on Swin Transformer outperforms each individual model, effectively reducing false positives and missed detections, while balancing the contour accuracy of large-scale landslides and the detail precision of small-scale landslides.

Xiaoyu Fan, Xiaobin Li, T. Ma et al. · International Conference on... · 0 citations

Conference Jul 2026

X-FEMR: A Token-level Explainable Approach for Electronic Health Records Foundation Models using Transformer-based Models

This work trains a Transformer-based surrogate model on input-output pairs from the FEMR across two prediction tasks, approximating its behavior while preserving temporal dynamics, and introduces a novel clinical alignment metric that quantifies the correspondence between the surrogate model’s key tokens and clinically...

Jie Huang, Peng Yin, Zihan Xu et al. · Proceedings of the Thirty-Fi... · 0 citations