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Juncai Zhang

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
2026

Powerful and Theoretically Guaranteed Independence Testing on Heterogeneous Federated Clients

ICML 2026poster

In this paper, we present a novel federated independence testing method that addresses both theoretical and practical challenges arising from client heterogeneity. We begin by revisiting existing federated independence testing methods and showing why they fail to provide valid guarantees or maintain…

Cited by 0SourceScholar