Hongkun Zhang

5 papers · 2024–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🚀 Conference Pioneer

Venues

MICCAI (4) AAAI (1)

Top co-authors

Yujian Hu (5) Zhengyao Ding (3) Yilang Xiang (3) Zhengxing Huang (3) Fei Wu (2) Yan-Jie Zhou (2) Ziyu Li (2) Minfeng Xu (2) Xuesen Chu (2) Tian Li (2)

Research topics

Deep Learning (1) Machine Learning (1) Application Areas (1) Core Methods (1) Models (1)

Keywords

representation learning (1) domain adaptation (1) medical imaging (1) information-theoretic regularization (1) cross-modal reconstruction (1)

Papers

Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction AAAI 2026 Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications MICCAI 2025 Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features MICCAI 2024 Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans MICCAI 2024 Physical-priors-guided Aortic Dissection Detection using Non-Contrast-Enhanced CT images MICCAI 2024