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Jing Qin

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• Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series
• Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models
• GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule
• Positive Semi-definite Latent Factor Grouping-Boosted Cluster-reasoning Instance Disentangled Learning for WSI Representation
• Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
• Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning