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w Ziwei Zou, Xiaoyan Kui, Wenqi Lu, et al. Robust Tumor Segmentation in Incomplete Multi-modal Imaging via a Synergy of Diffusion and Mamba Models[J] Biomedical Signal Processing and Control, 2026, 112: 108685（中科院2区，IF 5.7，第一作者）

w Ziwei Zou, Beiji Zou, Xiaoyan Kui, et al. DGCBG-Net: a dual-branch network with global cross-modal interaction and boundary guidance for tumor segmentation in PET/CT images[J]. Computer Methods and Programs in Biomedicine, 2024, 250: 108125.（中科院2区，IF 6.4，第一作者）

w Ziwei Zou, Xiaoyan Kui, Beiji Zou, et al. WaveEdge-Net: Hybrid Wavelet Attention and Edge-Aware Enhancement for Automatic Tumor Segmentation[J] Biomedical Signal Processing and Control, 2026（中科院2区，IF 5.7，第一作者）

w Xiaoyan Kui, Ziwei Zou*, Yang Li, et al. Multimodal Rebalanced Network with bidirectional interaction for tumor segmentation in PET/CT images [J] Biomedical Signal Processing and Control, 2026, 116: 109596（中科院2区，IF 5.7，通讯）

w Ziwei Zou, Beiji Zou, Xiaoyan Kui, et al. An Efficient Model-Driven Groupwise Approach for Atlas Construction[J]. arXiv preprint arXiv:2508.10743, 2025.(中科院1区在审，第一作者)

w Zhuoqun Xia, Ziwei Zou, Bo Yin. An adaptive generalized cumulative based GSA detection scheme in smart grids[J]. International Journal of Electrical Power & Energy Systems, 2022, 139: 107952.（中科院2区，IF 5.2，二作）

w Fengming Lin, Zakeri Arezoo, Yidan Xue, Ziwei Zou et al. From pixels to polygons: A survey of deep learning approaches for medical image-to-mesh reconstruction[J]. Medical Image Analysis, 2026, 113: 104153.（中科院1区，医学图像TOP期刊，IF14.0，合作作者）

w Zhipeng Hu, Xiaoyan Kui, Shen Jiang, Ziwei Zou et al. HG-Mamba: Multi-view dynamic hypergraph modeling with state space model for medical image segmentation[J]. Information Fusion, 2026: 104326. （中科院1区，TOP期刊，IF17.4，第四作者）

w Zhi Chen, Beiji Zou, Xiaoyan Kui, Ziwei Zou et al. Aligning Medical Images and Language Through Multimodal Medical Rationales[C] (IEEE BIBM), 2025: 1592-1597. （CCF B类会议，第四作者）

w Xiaoyan Kui, Zhipeng Hu, Zexin Ji, Ziwei Zou et al. DCFANet: Merging dynamic context clustering mamba and context-to-focus attention for medical image segmentation[J]. Neurocomputing, 2026: 133326. （中科院 2 区，IF6.7, 合作作者）

w Zhipeng Hu, Xiaoyan Kui, Canwei Liu, Ziwei Zou et al. Predicting Driver Genes from Multi-Omics Data Using Hierarchical MultiFeature Synergy Model[J]. IEEE Transactions on Computational Biology and Bioinformatics, 2025. （JCR 1 区，CCF-B 类期刊, 合作作者）

w 吴辉, 邹子威, 肖丰明 et al. 基于BiLSTM与自注意力机制生成对抗网络的GSA防护方法.[J]. 中国电力, 2024. (CSCD中文核心, 第二作者)