Publications

Chenyu Lian, Hong-Yu Zhou, Jing Qin (2026). Evidential Reasoning Advances Interpretable Real-World Disease Screening. In ICML 2026.

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Chenyu Lian, Hong-Yu Zhou, Chun-Ka Wong, Jing Qin (2026). Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings. In MICCAI 2026.

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Chenyu Lian, Hong-Yu Zhou, Zhanli Hu, Jing Qin (2025). BenchReAD: A Systematic Benchmark for Retinal Anomaly Detection. In MICCAI 2025.

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Chenyu Lian, Hong-Yu Zhou, Dongyun Liang, Jing Qin, Liansheng Wang (2025). Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models. In TMI 2025.

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Hong-Yu Zhou, Chenyu Lian, Liansheng Wang, Yizhou Yu (2023). Advancing Radiograph Representation Learning with Masked Record Modeling. In ICLR 2023.

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Chenyu Lian, Xiaomeng Li, Lingke Kong, Jiacheng Wang, Wei Zhang, Xiaoyang Huang, Liansheng Wang (2022). CoCycleReg: Collaborative Cycle-consistency Method for Multi-modal Medical Image Registration. Neurocomputing. In Neurocomputing.

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Lingke Kong, Chenyu Lian, Detian Huang, Zhenjiang Li, Yanle Hu, Qichao Zhou (2021). Breaking the Dilemma of Medical Image-to-image Translation. In NeurIPS 2021 (Spotlight).

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