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publications
Position-aware masked autoencoder for histopathology wsi representation learning
Published in International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Recommended citation: **Kun Wu**, Yushan Zheng, Jun Shi, Fengying Xie, Zhiguo Jiang
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Partial-label contrastive representation learning for fine-grained biomarkers prediction from histopathology whole slide images
Published in IEEE Journal of Biomedical and Health Informatics, 2024
Recommended citation: Yushan Zheng, **Kun Wu**, Jun Li, Kunming Tang, Jun Shi, Haibo Wu, Zhiguo Jiang, Wei Wang
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Self-supervised representation distribution learning for reliable data augmentation in histopathology WSI classification
Published in IEEE Transactions on Medical Imaging, 2024
Recommended citation: Kunming Tang, Zhiguo Jiang, **Kun Wu**, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng*
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Lifelong histopathology whole slide image retrieval via distance consistency rehearsal
Published in International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Recommended citation: Xinyu Zhu, Zhiguo Jiang, **Kun Wu**, Jun Shi, Yushan Zheng
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Genomics-embedded histopathology whole slide image encoding for data-efficient survival prediction
Published in Medical Imaging with Deep Learning (MIDL), 2024
Recommended citation: **Kun Wu**, Zhiguo Jiang, Xinyu Zhu, Jun Shi, Yushan Zheng
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Pan-cancer histopathology WSI pre-training with position-aware masked autoencoder
Published in IEEE Transactions on Medical Imaging, 2024
Recommended citation: **Kun Wu**, Zhiguo Jiang, Kunming Tang, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng*
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Positional encoding-guided transformer-based multiple instance learning for histopathology whole slide images classification
Published in Computer Methods and Programs in Biomedicine, 2025
Recommended citation: Jun Shi, Dongdong Sun, **Kun Wu**, Zhiguo Jiang, Xue Kong, Wei Wang, Haibo Wu, Yushan Zheng
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Lifelong Content-based Histopathology Image Retrieval via Bilevel Coreset Selection and Distance Consistency Rehearsal
Published in Pattern Recognition, 2026
Recommended citation: Xinyu Zhu, Zhiguo Jiang, **Kun Wu**, Jun Shi, Yushan Zheng*
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Histopathology-Genomics Multi-modal Structural Representation Learning for Data-Efficient Precision Oncology
Published in The Fourteenth International Conference on Learning Representations (ICLR), 2026
Recommended citation: **Kun Wu**, Zhiguo Jiang, Xinyu Zhu, Jun Shi, Yushan Zheng*
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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