中文

Journal Publications

[1]Zhipeng Hu , Xiaoyan Kui*, Canwei Liu ,Shen Jiang, Min Zhang, Ziwei Zou and Beiji Zou. "Predicting Driver Genes from Multi-Omics Data Using Hierarchical Multi-Feature Synergy Model". IEEE Transactions on Computational Biology and Bioinformatics. JCR 1区(CCF B类期刊）, IF 3.4, 2025, Accepted.
[2]Yangyang Shi, Xiaoyan Kui*, Yucong Zhang, Shihao Zou, Zuheng Ming, Weixin Si*, Azeddine Beghdadi, Beiji Zou. “Distance-Aware and Knowledge-Driven Vision Mamba U-Net for Radiotherapy Dose Prediction.” International Conference on Bioinformatics and Biomedicine (BIBM) CCF B, 2025, Accepted.
[3]Yangyangshi, Yucong Zhang, Beiji Zou, Xiaoyan Kui*, Zexin Ji, Zuheng Ming, Azeddine Beghdadi, Weixin Si*. “From Global to Local: Mamba-Based Hierarchical Registration for Respiratory Lung Deformation.” International Conference on Bioinformatics and Biomedicine (BIBM) CCF B, 2025, Accepted.
[4]Zhi Chen, Beiji Zou, Xiaoyan Kui*, Ziwei Zou, and Jinming Duan. “Aligning Medical Images and Language with Multimodal Medical Rationale”. the 2025 IEEE International Conference on Bioinformatics and Biomedicine (CCF B类会议), 2025, Accepted.
[5]Ziwei Zou, Xiaoyan Kui*, Wenqi Lu Yang Li, Zhipeng Hu, Jinming Duan*, Beiji Zou. Robust Tumor Segmentation in Incomplete Multi-modal Imaging via a Synergy of Diffusion and Mamba Models[J] Biomedical Signal Processing and Control 2025（中科院2区，IF 4.9，已录用）
[6]Xiaoyan Kui, Haonan Yan, Qinsong Li* , Lingxiao Liu, Weixin Si, Wei Liang, and Beiji Zou. WinGraphUNet: Advanced Windowed Graph Modeling with Remixed Contextual Learning for Efficient Medical Image Segmentation. Knowledge-Based Systems, JCR 1 区(中科院一区Top期刊), IF 7.6, 2025, Accepted.
[7]Xiaoyan Kui, Zeru Hai*, Beiji Zou, Yang Li, Wei Liang, Zuheng Ming, Liming Chen. "PK-Net: A Prior Knowledge-Driven Dual-Path Network for Enhanced Glaucoma Screening". Knowledge-Based Systems. JCR1区(中科院1区Top期刊）, IF 7.6, 2025, Accepted
[8]Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Hanqi Jiang, Yifan Zhou, Xiaoyan Kui, et al. IEEE Transactions on Biomedical Engineering. JCR1区(中科院二区期刊), IF 4.5, 2025, Accepted.
[9]Ashfaque Khowaja, Beiji Zou, and Xiaoyan Kui*. CerviNet: A Novel Approach for Cervical Cancer Classification Using Pap-smear Images. Journal of Computational Biology. JCR 2区, IF 1.6, 2025, Accepted on July 26.
[10]奎晓燕，张敏，肖伶，李钦松*，陈立明，张文生，邹北骥. 数据去重与缩减技术的系统分类与性能分析[J].浙江大学学报（工学版）,2025.？(EI), 已录用.
[11]Xiaoyan Kui, Haonan Yan, Qinsong Li*, Min Zhang, Liming Chen, and Beiji Zou. ChebMixer: Efficient Graph Representation Learning with MLP Mixer. IEEE Transactions on Neural Networks and Learning Systems. JCR1区(中科院一期Top 期刊), IF8.9, 2025, Accepted.
[12]Xinjia Xu, Mingchen Zhang, Sihong Huang, Xiaoying Li, Xiaoyan Kui*, Jun Liu*, “The application of artificial intelligence in diabetic retinopathy: progress and prospects”. Frontiers in Cell and Developmental Biology. 2024;12:1473176. (JCR 1区，中科院 2区，IF 4.6）
[13]Xiaoyan Kui, Zexin Ji*, Beiji Zou, Yang Li, Yulan Dai, Liming Chen, Pierre Vera, and Su Ruan. Iterative Collaboration Network Guided By Reconstruction Prior for Medical Image Super-Resolution. IEEE Transactions on Computational Imaging. JCR 1, IF 4.2, 2025, Accepted.
[14]Yulan Dai, Beiji Zou, Xiaoyan Kui*, Zexin Ji, Chengzhang Zhu. Robust Multimodal Representation Learning with Information Bottleneck and Balanced Fusion for Alzheimer’s Disease Classification. IEEE International Conference on Image Processing (IEEE ICIP). CCF C, 2025, Accepted.
[15]Xiaoyan Kui, Min Zhang, Mingkun Zhang, Ningkai Huang, Yuqi Guo, Jingwei Liu, Chao Zhang, Jiazhi Xia*. GroupTrackVis: A Visual Analytics Approach for Online Group Discussion-Based Teaching. IEEE Transactions on Visualization and Computer Graphics.JCR 1区，CCF A（中科院一期Top期刊）, IF6.5，2025, Accepted.
[16]Xiaoyan Kui, Qianmu Xiao*, Qinsong Li, Zexin Ji, Jielin Zhang, Beiji Zou. Flip Distribution Alignment VAE for Multi-Phase MRI Synthesis. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). CCF B，2025，Accepted.
[17]Zexin Ji, Beiji Zou, Xiaoyan Kui*, Hua Li, Pierre Vera, and Su Ruan. Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image. 21st International Conference on Intelligent Computing (ICIC 2025). CCF C, 2025，Accepted.
[18]奎晓燕, 杨康康, 孙赞博, 李钦松*, 张敏, 海泽儒, 梁伟, 邹北骥. TranECG: 基于Transformer的多导联心电图异常检测[J]. 计算机辅助设计与图形学学报, 2025. (EI), 已录用
[19]Hu Z, Kui X*, Liu C, et al. Essential proteins discover based on hypergraph and mult-omics data integration model[J]. Gene, 2025: 149318.（JCR 2区，中科院 3区，IF 2.6），Accepted
[20]Wenyi Xiong, Shenghui Liao, Zheng Jie, Peishan Dai*, Xiaoyan Kui. BT-Net: A Multi-Scale Transformer U-Net with Morphological Refinement for Adaptive Bone Tissue Segmentation. International Joint Conference on Neural Networks (IJCNN). CCF C，2025，Accepted

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