ICLR (Oral) Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series Paper Code
ICLR Bridging Radiology and Pathology Foundation Models via Concept-Based Multimodal Co-Adaptation Paper Code
IEEE TMI Moving Beyond Functional Connectivity: Time-Series Modeling for fMRI-Based Brain Disorder Classification Paper Code
IJCV Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization Paper Code
Nature Communications Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness Paper Code
EMNLP (Oral) Language model based text-to-audio generation: Anti-causally aligned collaborative residual transformers Paper Code
MICCAI Workshop (Best paper award) ADAgent: Llm agent for alzheimer’s disease analysis with collaborative coordinator Paper Code
