Zhiying Li — accepted AI-conference papers

2026

FAMDR: Feature-Aligned Multimodal Denoising for Reliable Diagnostic Reconciliation in Medical Imaging

AAAI 2026technical

This paper presents FAMDR, a Feature-Aligned Multimodal Denoising framework for Reliable Diagnostic Reconciliation. Existing approaches suffer from two major limitations: (1) an overemphasis on simplifying observational descriptions and (2) a failure to denoise the misleading content in radiological

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2025

Enhancing Healthcare Recommendations: A Privacy-Protective and Interpretable Cross-Domain Framework

Xun Liang, Zhiying Li, Hongxun Jiang

AAAI 2025technical

Cross-domain recommendations in healthcare services differ from traditional ones in electronic commerce due to the need for heightened medical privacy protection for a small group of users, while ensuring the majority, who may lack sufficient medical knowledge, can understand the recommendations. To…

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