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Xueliang Cui

2 accepted papers

2026

BiomedCCPL: Causal Conditional Prompt Learning for Biomedical Vision-Language Models

CVPR 2026

Vision-language models (VLMs) have demonstrated strong potential for adapting to downstream biomedical tasks with limited training samples. However, their generalization to unseen classes within the same dataset remains limited, as the image-text alignment semantics often rely on spurious cues prese

Cited by 0SourcecodeScholar
2025

Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise

IJCAI 2025

In many real-world scenarios, the goal is to identify variables whose causal mechanisms change across related datasets. For example, detecting abnormal root nodes in manufacturing, and identifying key genes that influence cancer by analyzing differences in gene regulatory mechanisms between healthy

Cited by 0SourcePDFScholar