Qiaxuan Li — accepted AI-conference papers

2026

MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Ziyue Wang, Junde Wu, Linghan Cai, Chang Han Low, Xihong Yang, Qiaxuan Li +1

ICLR 2026poster

Modern clinical diagnosis relies on the comprehensive analysis of multi-modal patient data, drawing on medical expertise to ensure systematic and rigorous reasoning. Recent advances in Vision–Language Models (VLMs) and agent-based methods are reshaping medical diagnosis by effectively integrating mu…

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2025

Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning

Yang Yan, Bingqing Yue, Qiaxuan Li, Man Huang, Jingyu Chen, Zhenzhong Lan

ICASSP 2025accepted

The integration of artificial intelligence in medical imaging has shown tremendous potential, yet the relationship between pre-trained knowledge and performance in cross-modality learning remains unclear. This study investigates how explicitly injecting medical knowledge into the learning process af…

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