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Congyun Jin

2 accepted papers

2026

PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis

AAAI 2026technical

Recent advances in medical multi-modal models focus on specialized image analysis like dermatology, pathology, or radiology. However, they do not fully capture the complexity of real-world clinical diagnostics, which involve heterogeneous inputs and require ongoing contextual understanding during pa

Cited by 0SourcePDFScholar
2024

Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning

ICLR 2024poster

Modular and composable transfer learning is an emerging direction in the field of Parameter Efficient Fine-Tuning, as it enables neural networks to better organize various aspects of knowledge, leading to improved cross-task generalization. In this paper, we introduce a novel approach Customized Pol…

Cited by 7SourcePDFScholar