Author

Yandong Wen

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Preprint Aug 2026

Open-Linguistic Concept Unified Learning for Cross-Site Interpretable Dermatology Image Diagnosis

UniCon, an open-linguistic unified concept learning framework for multimodal interpretable vision-language diagnosis, successfully bridges disparate clinical taxonomies, unlocking unprecedented cross-site intervention capabilities.

Chengyu Wu, Junpeng Tan, Wanxiang Luo et al. · 0 citations

Preprint Aug 2026

XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling

High-fidelity image generation faces a trade-off between speed and quality. Diffusion models produce strong visuals but require costly iterative sampling. Existing efficient methods mainly distill pretrained models into few-step samplers, a challenging process that depends heavily on teacher-model quality. In this pape...

Jin-Xiu Liu, Xuan Liu, K. Mei et al. · 0 citations