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Luyang Luo

2 accepted papers

2026

Knowledge-Enhanced Explainable Prompting for Vision-Language Models

AAAI 2026technical

Large-scale vision-language models (VLMs) embedded with expansive representations and visual concepts have showcased significant potential in image and text understanding. Efficiently adapting VLMs such as CLIP to downstream tasks like few-shot image classification has garnered growing attention, wi

Cited by 0SourcePDFScholar
2024

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment

AAAI 2024technical

Black-box deep learning approaches have showcased significant potential in the realm of medical image analysis. However, the stringent trustworthiness requirements intrinsic to the medical field have catalyzed research into the utilization of Explainable Artificial Intelligence (XAI), with a particu…