CZ

Chunzheng Zhu

0009-0009-7439-5061

cs.AIcs.CVcs.LGcs.MMeess.IV

On Valency

published · living versions

W_g6arq45g·v1 · currentpublished

Aligning Medical Vision Language Models at the Capability Boundary with Entropy Adaptive Rubric Grounding

with Hongyu Bai, Jiaqi Zeng

1 version

Preprints & journals

9 papers in the corpus · 2023–2026

Subspace-Guided Semantic and Topological Invariant Registration for Annotation-Free Ultrasound Plane Quality Control2605.25396v1 · Chunzheng Zhu, Jianxin Lin, Feng Wang et al.2026 · 0 citationsarXiv

Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation2605.25402v3 · Chunzheng Zhu, Yijun Wang, Jianxin Lin et al.2026 · 0 citationsarXiv

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution2604.26283v4 · Chunzheng Zhu, Jiaqi Zeng, Junyu Jiang et al.2026 · 3 citationsarXiv

Difference Feedback: Generating Multimodal Process-Level Supervision for VLM Reinforcement Learning2603.27482v1 · Feiding, Yongkang Zhang, Yuhao Liao et al.2026 · 0 citationsarXiv

fMRI2GES: Co-speech Gesture Reconstruction from fMRI Signal with Dual Brain Decoding Alignment2512.01189v1 · Chunzheng Zhu, Jialin Shao, Jianxin Lin et al.2025 · 4 citationsarXiv

MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis2511.22018v2 · Chunzheng Zhu, Yangfang Lin, Shen Chen et al.2025 · 8 citationsarXiv

Pathology-Aware Prototype Evolution via LLM-Driven Semantic Disambiguation for Multicenter Diabetic Retinopathy Diagnosis2511.22033v1 · Chunzheng Zhu, Yangfang Lin, Jialin Shao et al.2025 · 6 citationsarXiv

MCBL-UNet: A Hybrid Mamba-CNN Boundary Enhanced Light-weight UNet for Placenta Ultrasound Image Segmentation.40824989 · Jiang, Cheng, Zhu, Chunzheng, Guo, Hongbo et al.2025 · 3 citationsIEEE journal of biomedical and health informatics. 2025;PP

NTIRE 2023 Quality Assessment of Video Enhancement Challenge2307.09729v1 · Xiaohong Liu, Xiongkuo Min, Wei Sun et al.2023 · 23 citationsarXiv

Career total: 15 works. 9 are in this corpus.

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