›主持湖南省教育厅重点项目“基于眼底影像的新生儿眼病早期筛查方法及应用”，（湘教通 〔2024〕 251 号-24A0018），2025/01/01-2027/06/01

›主持湖南省重点研发项目“面向癌症精准放疗的跨模态影像大模型导航关键技术研究”（湘科计〔2024〕21号），2024.07-2026.07

›主持湘江实验室重点项目“多模态医疗影像转换方法与可解释性智能诊疗模型研究”（No.23XJ02005），2024.01-2025.12

›主持科技部高端外国专家引进计划项目“多模态医疗影像处理关键技术研究”（国科发专[2023]155号项目编号 G2023161005L），2023.01-2024.12

›主持国家自然科学基金重点项目“多模态影像引导的全疗程智能精准放疗关键技术研究”（No.U22A2034），2023.01-2026.12

›湖南省科技人才托举工程中青年学者，中共湖南省委人才计划（No.湘人才发 [2022]13号)，2022.01-2024.12

›主持中南大学前沿交叉项目“多模态医疗影像成像机理与精准医疗关键技术研究”（中大科字〔2023〕37号，No.2023QYJC020），2022.10-2025.10

›主持国家自然科学基金面上项目“面向在线分组讨论教学的可视分析关键技术研究”(No.62177047), 2022.01-2025.12

›主持教育部基础学科拔尖学生培养计划2.0研究课题“四位一体的计算机学科拔尖学生培养体系研究”，2022年-2025年

›主持教育部首批新文科研究与改革实践项目“人工智能赋能的新文科拔尖创新型人才培养模式研究与实践”（教高厅函〔2021〕31号），2021.07-2023.07

›总装备预先研究项目:主持军队预研项目”XX技术研究“,已结题,立项时间:2021-03-25

›主持国家自然科学基金青年项目“面向城市环境的车载机会网络关键技术研究”

›主持湖南省2019年自然科学基金面上项目“城市环境下车载网络模型研究与性能分析”

›主持湖南省2014年省级自然科学基金项目“面向恶劣环境的无线传感器网络自适应数据收集协议研究”

›主持湖南省普通高等学校青年骨干教师培养计划项目（No.201910533004）

›国家留学基金资助项目(No.2015[3012]);（Project(2015[3012]supported by China Scholarship Council;）.

›主持长沙市科技计划项目“基于可视化技术的反无人机跟踪系统”

›主持横向项目“基于ESRRS5A监测接收机采集功能的信号分析”

›主持横向项目“基于Hadoop技术的社会信用信息平台的深度研发”

›主持温宿县财政局横向开发项目“新疆温宿煤系地层及伴生战略金属矿产成矿规律与成矿预测”

›主持横向项目中昱AIoT实验室建设重要性论证及实验指导书编写项目

›主持横向项目中铁十九局“大西铁路客运专线站前工程质量检测监控技术开发试验”

›主持中南大学信息科学与工程学院青年教师项目“无线传感器网络中自适应的数据收集协议研究”

›主持并完成中南大学博士研究生创新项目“环境自适应的传输控制协议研究”

›参与湖南省2019年自然科学基金杰出青年基金项目“异构大数据的语义提取与分发机制研究”

›参与国家自然科学基金面上项目“面向参数计算的随机技术研究”

›参与国家自然科学基金青年项目“基于社会网络的图像语义特征提取与描述方法研究”

›参与国家自然科学基金项目“混沌保密通信若干基础问题研究”

›参与长沙市科技计划“面向语义的多媒体搜索引擎的研发和产业化”

›Xiaoyan Kui, Zhipeng Hu*, Qinsong Li, Shen Jiang, Canwei Liu, Ziwei Zou, Chengtao Liu, Beiji Zou, MHDP:Discover driver genes based on Multi-view Hypergraph and Dynamic Reward-Penalty Feature Fusion Model, IEEE Transactions on Computational Biology and Bioinformatic s(JCR 1区，CCF-B类期刊)，2026，Accpted.

›Yifei Peng, Zeru Hai*, Feng Dong, Bisheng Tang, Yaoqun Wu, Xiaoyan Kui*, Beiji Zou, TEM-Net: A Tri-Channel Edge-Aware Multi-Scale Network for Thyroid Nodule Segmentation in Ultrasound Images, Bioengineering（JCR 2区，IF 4.36）, 2026 Accepted

›Ziwei Zou, Beiji Zou, Xiaoyan Kui*, Zhipeng Hu, Shen Jiang, Yangyang Shi, Qiongyao Liu, Yuchao Tang, Wenqi Lu, Jinming Duan*, WaveEdge-Net: Hybrid Wavelet Attention and Edge-Aware Enhancement for Automatic Tumor Segmentation, Biomedical Signal Processing and Control (中科院2区，IF 5.7) ，2026，Accpted

›Xiaoyan Kui，Min Zhang，Bo Liu，Qinsong Li ，Beiji Zou and Liming Chen，Cycle-LVDM: Cycle-Consistent Latent Variational Diffusion Model for Unpaired Medical Image Translation, 《Meta-Radiology》，2026年已录用

›Qianmu Xiao, Xiaoyan Kui*, Zexin Ji, Yang Gao, Wengang Pan, Wenqi Lu, Jinming Duan, Beiji Zou, Memory-Guided Random-Direction Feature Disentanglement Model for Multi-Phase MRI Translation, MICCAI 2026( 医学影像顶会)，2026 Accpted

›Xiaoyan Kui, Zijie Fan, Zexin Ji*, Qinsong Li*, Chengtao Liu, Weixin Si, Beiji Zou. "A comprehensive survey on magnetic resonance image reconstruction[J]. Image and Vision Computing, 2025: 105832. JCR 1, IF 4.2

›刘姝，张宇峰，奎晓燕*. 基于频域交互与密集融合的人脸超分辨率重建. 《模式识别与人工智能》（复合影响因子: 2.145，CCF-T2），2026，已录用

›Zhipeng Hu ,Xiaoyan Kui*, Shen Jiang, Ziwei Zou, Ziheng Huang, Canwei Liu, Enhao Ning, Qinsong Li, Liming Chen, Beiji Zou. HG-Mamba:Multi-View Dynamic Hypergraph Modeling with State Space Model for Medical Image Segmentation (IF: 15.5, 中科院一区Top), 2026, Accepted.

›Xiaoyan Kui, Zhipeng Hu *, Zexin Ji, Shen Jiang, Qianmu Xiao, Ziwei Zou, Qinsong Li, Yang Li, Beiji Zou, Liming Chen. DCFANet: Merging Dynamic Context Clustering Mamba and Context-to-Focus Attention for Medical Image Segmentation. Neurocomputing (IF: 6.5, 中科院一区Top), 2026, Accepted.

›Shen Jiang, Xiaoyan Kui *, Xingzhuo Bao, Qinsong Li, Zhipeng Hu, Beiji Zou. RMViM-Net: Residual Multi-path Vision Mamba with Graph Interaction Attention for Medical Image Segmentation. Knowledge-Based Systems (IF: 7.6, 中科院一区Top), 2026, Accepted.

›Xiaoyan Kui, Ziwei Zou*, Yang Li, Zhipeng Hu, Shen Jiang, Zhi Chen, Yangyang Shi, Beiji Zou. "Multimodal Rebalanced Network with bidirectional interaction for tumor segmentation in PET/CT images". Biomedical Signal Processing and Control. JCR 2区(中科院2区）, IF 4.9 , 2026, Accepted

›Zexin Ji, Beiji Zou, Xiaoyan Kui*, Sébastien Thureau, Su Ruan. "Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution". Pattern recognition. JCR1区(中科院1区Top期刊）, IF 7.6, 2025, Accepted

›Xiaoyan Kui, Zijie Fan, Zexin Ji*, Qinsong Li*, Chengtao Liu, Weixin Si, Beiji Zou. "A Comprehensive Survey on Magnetic Resonance Image Reconstruction". Image and Vision Computing. JCR1区(中科院3区）, IF4.2, 2025, Accepted

›Xiaoyan Kui, Yulan Dai*, Beiji Zou, Chengzhang Zhu, Zexin Ji, Miguel Bordallo López. Alzheimer's Disease Classification Based on Multimodal Consistent Distribution and Trusted Fusion. Neural Networks. 2025,中科院2区, JCR 1区, CCF B, IF=6.3, Accepted.

›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.

›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.

›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.

›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.

›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）

›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.

›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

›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.

›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.

›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.

›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.

›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）

›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.

›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.

›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.

›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.

›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.

›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

›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

›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

›Xiaoyan Kui, Bo Liu, Zanbo Sun, Qinsong Li*, Min Zhang, Wei Liang, Beiji Zou, "Med-LVDM: Medical Latent Variational Diffusion Model for Medical Image Translation". Biomedical Signal Processing and Control. JCR1, IF4.9, 2025, Accepted

›Xiaoyan Kui, Shen Jiang*, Qinsong Li, Yifei Peng, Zhipeng Hu, Beiji Zou. "GL-MambaNet: A Global-Local Hybrid Mamba Network for Medical Image Segmentation".Neurocomputing. JCR1, IF5.5, 2025, Accepted

›Ding lv, Beiji Zou,Xiaoyan Kui*, Yulan Dai, Zeming Chen and Liming Chen， "Unsupervised Meta-Learning for Few-Shot Medical Image Classification Based on Metric Learning". Biomedical Signal Processing and Control. JCR1, IF4.9, 2025, Accepted

›Shu Liu, Enquan Huang, Ziyu Zhou, Yan Xu, Xiaoyan Kui*, Tao Lei, Hongying Meng. "Lightweight facial attractiveness prediction using dual label distribution". IEEE Transactions on Cognitive and Developmental System. JCR1, IF5, 2025, Accepted

›Alaa Thobhani, Beiji Zou, Xiaoyan Kui*, Amr Abdussalam, MUHAMMAD ASIM, Sajid shah, Mohammed ELAffendi. "A Survey on Enhancing Image Captioning with Advanced Strategies and Techniques". CMES-Computer Modeling in Engineering & Sciences. JCR2, IF2.2, 2024, Accepted

›Alaa Thobhani, Beiji Zou, Xiaoyan Kui*, Amr Abdussalam, MUHAMMAD ASIM, Sajid shah, Mohammed ELAffendi. "A Novelty Framework in Image-Captioning with Visual Attention-Based Refined Visual Features". CMC-Computers, Materials & Continua. JCR3, IF2, 2024, Accepted

›Zhipeng Hu, Xiaoyan Kui*, Canwei Liu, Zanbo Sun, Shen Jiang, Min Zhang, Kai Zhu, Beiji Zou.Improving Cancer Driver Genes Identifying based on Graph Embedding Hypergraph and Hierarchical Synergy Dominance Model. Expert Systems with Applications，（IF:7.5， 中科院1区），2024，Accepted.

›Zexin Ji, Beiji Zou, Xiaoyan Kui*, Pierre Vera, Su Ruan.Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution, International Conference on Pattern Recognition (ICPR)，CCF C, CAAI B, 2024，accepted.

›Zexin Ji, Beiji Zou, Xiaoyan Kui*, Pierre Vera, Su Ruan.Generation of Super-Resolution for Medical Image via a Self-prior Guided Mamba-UNet Network with Edge-aware Constraint. Pattern recognition letters，（IF:3.9， 中科院2区），2024，accepted

›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.(SCI Q2 ,IF4.6)

›Renzhong Wu, Shenghui Liao, Peishan Dai*, Fuchang Han, Xiaoyan Kui, Xuefei Song. "Unsupervised generative model for simulating post-operative double eyelid image". Physical and Engineering Sciences in Medicine. JCR2, IF2.4, 2024, Published

›Zaid Derea, Beiji Zou, Xiaoyan Kui*, Asma A. Al-Shargabi, Alaa Thobhani, Amr Abdussalam “A Novel CAPTCHA Recognition System Based on Refined Visual Attention”. CMC-Computers, Materials & Continua. JCR3, IF 2, 2024, Accepted

›Xiaoyan Kui, Zeru Hai*, Beiji Zou, Wei Liang and Liming Chen. "DFC-Net: A Dual-Path Frequency-Domain Cross-Attention Fusion Network for Retinal Image Quality Assessment". Biomedical Optics Express. JCR2, IF2.9, 2024, Accepted

›Alaa Thobhani, Beiji Zou, Xiaoyan Kui*, Amr Abdussalam, Muhammad Asim, Naveed Ahmed, and Mohammed Alshara. "A Concise and Varied Visual Features-Based Image Captioning Model with Visual Selection". CMC-Computers, Materials & Continua. JCR3, IF 2, 2024, Accepted

›Deyu Zhang, Yu Xie, Mucong Xu, Xiaoyan Kui*, Bangwen He, Yunhao Li., “Troy: Efficient Service Deployment for Windows Systems,” Chinese Journal of Electronics, vol. 33, no. 1, pp. 313–322, 2024 doi: 10.23919/cje.2022.00.405.(SCI, JCR 3区, IF1.7)

›Alaa Thobhani, Beiji Zou, Xiaoyan Kui*, Asma A. Al-Shargabi, Zaid Derea, Amr Abdussalam, Mohammed Asham; A Novel Image Captioning Model with Visual-Semantic Similarities and Visual Representations Re-Weighting; Elsevier Journal of King Saud University. JCR 1区, IF 5.2，2024年7月

›Khowaja Ashfaque, Zou Beiji, Kui Xiaoyan*. Enhancing Cervical Cancer Diagnosis: Integrated Attention-Transformer System with Weakly Supervised Learning [J]. Image and Vision Computing, 2024, 147: 105193. [CCF-C Journal], JCR 1区, IF 4.2

›Zexin Ji, Beiji Zou, Xiaoyan Kui*, Pierre Vera , Su Ruan. Deform-Mamba Network for MRI Super-Resolution. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). CCF B，2024，Accepted.

›Khowaja Ashfaque, Zou Beiji, & Kui Xiaoyan*. CerviNet: A Novel Approach for Pap-smear Images Analysis for Cervical Cancer Classification [C]. International Symposium on Bioinformatics Research and Applications (ISBRA). [CCF-C Conference] Accepted 2024.5.10

›Gilbert langat , Beiji Zou, Xiaoyan Kui*, kevin Njagi, 3D Tumor Segmentation and Diagnosis system of Lung Cancer using Multiscale approaches, International Journal for Multiscale Computational Engineering, 2024 , 22(6), 31-64.( SCI Q3 , IF 1.4).

›Xiaoyan Kui, Fang Liu, Ming Yang, Hao Wang, Canwei Liu, Dan Huang, Qinsong Li*, Liming Chen, Beiji Zou. A Review of Dose Prediction Methods for Tumor Radiation Therapy, Meta-Radiology, 2024, Accepted

›Zexin Ji, Xiaoyan Kui*, Jun Liu , Wei Zhao , Chengzhang Zhu , Peishan Dai , Yulan Dai, Beiji Zou. Deep learning-based magnetic resonance image super-resolution: A survey. Neural Computing and Applications. (JCR2区,影响因子:6)，2024，Accepted.

›Zeming Chen, Beiji Zou,Xiaoyan Kui*,Yangyang Shi,Ding Lv, Liming Chen. Points of interest linear attention network for real-time non-rigid liver volume to surface registration, Medical physics,(SCI2区，JCR2区，影响因子3.8), 2024，Accepted

›奎晓燕, 王子潇, 郑智浩, 赵欢喜*, 杨燕贻, 张潮, 夏佳志. 增强多层网络心理地图保持效果的力引导布局算法[J]. 计算机辅助设计与图形学学报, 2024. (EI), 已录用

›Xiaoyan Kui, Zhihao Zheng, Chao Zhang*, Mingkui Zhang, Samson Lasaulce. Towards Task-Oriented Communication Strategies for Platooning by Deep Reinforcement Learning. 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2023.(EI), Accepted

›Xiaoyan Kui，Mingkun Zhang，Qiang Liu，Zixiao Wang，Guiping Huang，Zhihao Zheng，Chao Zhang*. TSSeer: A Visual Analytics Approach for Exploring the Correlation between Teachers’ Multimodal Emotions and Students’ Behaviors in Massive Open Online Courses，Journal of Visualization，2024.（SCI 4区)，Accepted

›Zexin Ji, Beiji Zou,Xiaoyan Kui*,Yang Li,Jun Liu, Wei Zhao,Chengzhang Zhu,Yulan Dai. Reconstruction-Guided Multi-Stage Network For MRI Super-Resolution, The International Conference on Computer Vision and Deep Learning Proceedings(CVDL),(EI), Accepted

›Ziwei Zou, Beiji Zou, Xiaoyan Kui*, Zhi Chen, Yang Li, DGCBG-Net: a dual-branch network with global cross-modal interaction and boundary guidance for tumor segmentation in PET/CT images, Computer Methods and Programs in Biomedicine, 2024.（JCR 1区，中科院2区，IF: 6.1），Accepted

›Deyu Zhang，Yunzhen Luo，Yaobo Wang，Xiaoyan Kui*,Ju Ren. BatOpt: Optimizing GPU-based Deep Learning Inference using Dynamic Batch Processing，IEEE Transactions on Cloud Computing， vol. 12, no. 01, pp. 174-185, 2024.（JCR 1区，中科院1区，IF: 6.5)

›Zeng, Xingchen, Haowen Zhou, Zhicong Li, Chenqi Zhang, Juncong Lin, Jiazhi Xia, Yanyi Yang, and Xiaoyan Kui. "iHELP: interactive hierarchical linear projections for interpreting non-linear projections." Journal of Visualization 26, no. 3 (2023): 631-648.

›Huang, Sihong; Han, Jungong; Zheng, Hairong; Li, Mengjun; Huang, Chuxin; Kui, Xiaoyan; Liu, Jun. Structural and functional connectivity of the whole brain and subnetworks in individuals with mild traumatic brain injury: predictors of patient prognosis. Neural regeneration research, 2023. (JCR 1区，中科院2区，IF: 6.058)

›Zexin Ji, Xiaoyan Kui*, Shenghui Liao, Chengzhang Zhu, Yang Li, Yulan Dai, Beiji Zou. Wavelet-aware Transformer Network for Multi-contrast Knee MRI Super-resolution[C]. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023, Accepted. (CCF B)

›Sihong Huang, Jungong Han, Hairong Zheng, Mengjun Li, Chuxin Huang, Xiaoyan Kui, Jun Liu*. Structural and functional connectivity of the whole brain and subnetworks in individuals with mild traumatic brain injury: predictors of patient prognosis.[J]. Neural Regeneration Research, 2023.(JCR2区，中科院2区(升级版), IF: 6.1)

›Youlan Shang, Weidao Chen, Ge Li, Yijie Huang, Yisong Wang, Xiaoyan Kui, Ming Li, Hairong Zheng, Wei Zhao & Jun Liu.Computed Tomography-derived intratumoral and peritumoral radiomics in predicting EGFR mutation in lung adenocarcinoma.La Radiologia Medica,Volume？128,？1483–1496, (2023).(JCR1区，IF: 9.7)

›Beiji Zou, Yuting Ding, Jinxiu Li , Bo Yu, Xiaoyan Kui*. TGRA-P: Task-driven Model Predicts 90-Day Mortality from ICU Clinical Notes on Mechanical Ventilation[J]. Computer Methods and Programs in Biomedicine, 2023.(JCR1区，中科院2区(升级版), IF: 6.1)

›Shu Liu, Yan Xu, Tongming Wan, Xiaoyan Kui*. A dual-branch adaptive distribution fusion framework for real-world facial expression recognition[C]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023: 1-5. (CCF B)

›Beiji Zou, Kangkang Yang, Xiaoyan Kui*, Jun Liu, Shenghui Liao, Wei Zhao. Anomaly detection for streaming data based on Grid-clustering and Gaussian distribution[J]. Information Sciences, 2023.(JCR1区，中科院1区Top(升级版), IF: 8.233)

›Meng Zeng, Beiji Zou*, Xiaoyan Kui, Chengzhang Zhu, Ling Xiao, Zhi Chen, Jingyu Du. PA-LBF: Prefix-based and adaptive learned bloom filter for spatial data [J]. International Journal of Intelligent Systems, 2023. (JCR1区，中科院2区，IF：8.993)

›Ling Xiao, Beiji Zou*, Xiaoyan Kui, Chengzhang Zhu, Wensheng Zhang, Xuebing Yang, Bob Zhang. A multi-feature-based intelligent redundancy elimination scheme for cloud-assisted health systems [J]. CAAI Transactions on Intelligence Technology, 2023. (JCR1区，中科院2区，IF：7.985)

›Ling Xiao, Beiji Zou*, and Xiaoyan Kui. A Secure Lossless Redundancy Elimination Scheme with Semantic Awareness for Cloud-Assisted Health Systems [J]. IEEE Systems Journal, 2023 (JCR2区，中科院2区，IF：4.802)

›Deyu ZHANG, Yu XIE, Mucong XU, En CHENG, Xiaoyan KUI*, Bangwen HE, Yunhao LI, Troy: Efficient Service Deployment for Windows Systems, Chinese Journal of Electronics, to appear.

›[1] Kehua Guo, Changchun Shen, Bin Hu, Min Hu, Xiaoyan Kui. RSNet: Relation separation network for few-shot similar class recognition. IEEE Transactions on Multimedia, 2022, online, doi: 10.1109/TMM.2022.3168146.(Q1)

›[2] Kehua Guo, Min Hu, Sheng Ren, Fangfang Li, Jian Zhang, Haifu Guo, Xiaoyan Kui. Deep illumination-enhanced face super-resolution network for low-light images. ACM Transactions on Multimedia Computing, Communications and Applications, 2022, 18, Article 87: 1-19.(Q1)

›[3] Shigeng Zhang,Zijing Ma,Chengwei Yang,Xiaoyan Kui*,Xuan Liu*,Weiping Wang,Jianxin Wang,Song Guo. Real-time and Accurate Gesture Recognition with Commercial RFID Devices,IEEE Transactions on Mobile Computing,2022, doi: 10.1109/TMC.2022.3211324

›[4]Beiji Zou, Zexin Ji, Chengzhang Zhu, Yulan Dai, Wensheng Zhang, Xiaoyan Kui*, Multi-scale deformable transformer for multi-contrast knee MRI super-resolution [J], Biomedical Signal Processing and Control, 2023, 79: 104154. (JCR2区，中科院2区，IF: 5.076)

›[5] 奎晓燕，王子潇，郑智浩，赵欢喜，杨燕贻，张潮，夏佳志. 一种增强多层网络心理地图保持效果的力引导布局算法(ChinaVis Accept), 2022

›[6] Kui X, Liu N, Liu Q, et al. A survey of visual analytics techniques for online education[J]. Visual Informatics, 2022.

›[7] Dai Peishan; Xiong Tong; Zhou Xiaoyan; Ou Yilin; Li Yang; Kui Xiaoyan; Chen Zailiang; Zou Beiji; Li Weihui; Huang Zhongchao; The Rest-Meta-Mdd Consortium, The alterations of brain functional connectivity networks in major depressive disorder detected by machine learning through multisite rs-fMRI data, Behavioural Brain Research, 435, pp.0-114058, 2022.(JCR2区，IF: 3.352)

›[8] Chen, Xiaoyan; Liang, Wei; Zhou, Xinlian; Jiang, Dingchao; Kui, Xiaoyan; Li, Kuang-Ching, An efficient transmission algorithm for power grid data suitable for autonomous multi-robot systems，Information Sciences, 2021, 572: 543-557.

›[9] Liang, W. , Xie, S. , Cai, J. , Wang, C. , Hong, Y. , & Kui, X. . (2021). Novel private data access control scheme suitable for mobile edge computing. China communications: 中国通信(18-11).

›[10] Zhong, P; Xu, AK; Lin, S; Kui, XY*.A prediction model of death probability for guiding wireless recharging in sensor networks.International Journal of Sensor Networks, Volume37,Issue2,Page125-139,2021.

›[11] Jie Min, Xiaoyan Kui*, Junbin Liang, Xingpo Ma. Secure Top-k query in edge-computing-assisted sensor-cloud systems[J], Journal of Systems Architecture, Volume 119, 2021.0

›[12] Kui X , Lv H , Tang Z , et al. TVseer: A visual analytics system for television ratings[J]. Visual Informatics, 2020, 4(3)..0

›[13] Zhao, Ying; Luo, Xiaobo; Lin, Xiaoru; Wang, Hairong; Kui, Xiaoyan*, Zhou, Fangfang; Wang, Jinsong; Chen, Yi; Chen, Wei. Visual Analytics for Electromagnetic Situation Awareness in Radio Monitoring and Management，IEEE Transactions on Visualization and Computer Graphics, 2019-Aug-20 (Epub 2019 Aug 20), Volume: 26, Issue: 1, On page(s): 593-603,2020..0

›[14] Wei Liang,Kuan-Ching Li,Jing Long,Xiaoyan Kui,Albert Y. Zomaya. An Industrial Network Intrusion Detection Algorithm based on Multi-Feature Data Clustering Optimization Model, IEEE Transactions on Industrial Informatics. Issue Date: MARCH 2020，Volume: 16, Issue:3，On Page(s): 2063-2071（高倍引论文）..0

›[15] Xiaoyan Kui, Jiannan Feng, Xinran Zhou, Huakun Du, Xia Deng, Ping Zhong & Xingpo Ma (2020) Securing top-k query processing in two-tiered sensor networks, Connection Science, DOI: 10.1080/09540091.2020.1753173..0

›[16] 夏佳志; 张宇鸿; 叶慧; 汪颖; 蒋广; 赵颖; 解聪; 奎晓燕; 廖胜辉; 王伟平, SuPoolVisor：矿池监管可视分析系统（英文）, Frontiers of Information Technology & Electronic Engineering, 2020, 21(04): 507-524.

›[17] Kehua Guo, Tao Xu, Xiaoyan Kui*, Ruifang Zhang, Tao Chi. iFusion: Towards efficient intelligence fusion for deep learning from real-time and heterogeneous data[J]. Information Fusion, 2019, 51: 215-223..0

›[18] Kehua Guo, Rui Cao, Xiaoyan Kui*, Jianhua Ma, Jian Kang, Tao Chi. LCC: Towards efficient label completion and correction for supervised medical image learning in smart diagnosis[J]. Journal of Network and Computer Applications, 2019, 133: 51-59..0

›[19] Shigeng Zhang, Chengwei Yang, Danming Jiang, Xiaoyan Kui*, Song Guo, Jianxin Wang. Nothing Blocks Me: Precise and Real-Time LOS/NLOS Path Recognition in RFID Systems [J]. IEEE Internet of Things Journal, VOL. 6, NO. 3, JUNE 2019..0

›[20] Xinran Zhou, Xiaoyan Kui. Cholesky Factorization Based Online Sequential Extreme Learning Machines with Persistent Regularization and Forgetting Factor. Symmetry, 2019, VOL: 11 NO: 6, DOI: 10.3390/sym11060801..0

›[21] Zhao, Ying; Luo, Xiaobo; Lin, Xiaoru; Wang, Hairong; Kui, Xiaoyan*, Zhou, Fangfang; Wang, Jinsong; Chen, Yi; Chen, Wei. Visual Analytics for Electromagnetic Situation Awareness in Radio Monitoring and Management，IEEE Transactions on Visualization and Computer Graphics, 2019-Aug-20 (Epub 2019 Aug 20), Volume: 26, Issue: 1, On page(s): 593-603,2020..0

›[22] Xiaoyan Kui, Amit Samanta, Xiangming Zhu, et al. Energy-Aware Temporal Reachability Graphs for Time-Varying Mobile Opportunistic Networks[J]. IEEE Transactions on Vehicular Technology ( Volume: 67, Issue: 10, October 2018) Page(s): 9831 - 9844.0

›[23] Xiaoyan Kui, Yue Sun, Shigeng Zhang, et al. Characterizing the Capability of Vehicular Fog Computing in Large-scale Urban Environment[J]. Mobile Networks and Applications, 2018,23(4):1-18.0

›[24] Ke hua Guo, Yan He, Xiaoyan Kui*, et al. LLTO: Towards efficient lesion localization based on template occlusion strategy in intelligent diagnosis [J], Pattern Recognition Letters, Available online 26 October 2018, 116(2018):225-232..0

›[25] Jiazhi Xia, Le Gao, Kezhi Kong, Ying Zhao*, Yi Chen, Xiaoyan Kui, Yixiong Liang. Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets[J]. Journal of Visual Languages & Computing, 2018, 48:52-60..0

›奎晓燕，蒋申，鲍星灼，邹北骥，李钦松，李阳. 基于Mamba网络的医学图像分割方法及成像方法，ZL 202510773197.0 ，2026-07-21，已授权

›奎晓燕，颜浩楠，邹北骥，李钦松，陈立明，刘波. 针对腹部图像的多器官分割方法及成像方法, ZL 202410320670.5, 2026-07-17，已授权

›奎晓燕，颜浩楠，邹北骥，李钦松，司伟鑫，刘军，李阳，梁伟. 图像分割方法、训练方法、装置、设备及介质, ZL202510217030.6, 2026-03-27，已授权

›梁伟，黄作柳，郭征凯，张博文，奎晓燕，李闯，龙巍，郑浩. 轻量化推理加速的大模型层修剪方法、装置、设备及介质. ZL202511882104.4, 2026-03-10，已授权.

›奎晓燕，张明坤，杜华坤， 夏佳志，廖胜辉，刘京维. 教师多模态情感与学生行为相关性的可视分析方法及系统, ZL202211334285.3, 2026-01-20, 已授权.

›奎晓燕,唐航,杜华坤,张潮,邹北骥,廖胜辉. 散点图相似性度量方法、终端设备及存储介质，ZL 202211362223.3,2025-11-18, 已授权.

›奎晓燕,吕顶,邹北骥,廖胜辉,李钦松,司伟鑫,梁伟. 基于注意力机制的小样本医学图像分类方法及成像方法, ZL202411890615.6, 2025-10-10, 已授权

›奎晓燕,海泽儒,邹北骥,李钦松,廖胜辉. 青光眼眼底图像分类方法及成像方法, ZL202411518799.3, 2025-10-10, 已授权

›夏佳志,朱祥瑜,阚世超,奎晓燕. 用于富文本图像问答的视觉语言大模型训练方法、系统及富文本图像问答方法, ZL 202411299895.3, 2025-10-03, 已授权

›奎晓燕,陈泽明,邹北骥,李钦松,梁伟,明祖衡.一种基于深度学习的肝脏术前到术中的点云配准方法,ZL 2024 1 1833080.9,2025-09-23,已授权

›夏佳志，黄林泉，王建新，奎晓燕. 用于网络舆情实时监控的流式高维数据降维方法. ZL 202310930804.0, 2025年09月16日，已授权

›奎晓燕，刘京维，杜华坤，夏佳志. 课堂分组讨论的可视化分析方法 .ZL 2022 1 0540851.X,2025年04月15日,已授权

›奎晓燕，刘乃铭，杜华坤，夏佳志，张潮. 在线课程的学生参与度实时可视化分析方法.ZL 2022 1 0540837.X,2024年11月22日,已授权

›梁伟，杨秋月，唐鸿凯，黄素珍，周晓康，奎晓燕. 一种多模态数据融合方法及设备.ZL 2024 1 0859541.3, 2024-11-22，已授权

›奎晓燕，王子潇，夏佳志等.基于力引导的社交网络可视化方法、计算机装置. ZL 202210377483.1, 2024-11-05,已授权

›奎晓燕,刘强,夏佳志等.交通视频流的数据处理方法、轨迹可视化方法及分析方法.ZL 202210539892.7, 2024-09-24,已授权

›奎晓燕,吕慧豪,夏佳志,詹亦凡,郭克华. 基于用户指导的高维数据分析方法及人脸数据分析方法. ZL202110441933.4. 2022-09-13. 已授权

›王雨思,夏佳志,奎晓燕.有标签高维数据的最优投影集合方法及情感文本分类方法. ZL202010208815.4. 2022-06-10.已授权

›奎晓燕,李彬,何小贤,夏佳志,侯扬波.用于提升节点中心性的链路推荐方法及其用户推荐方法.ZL202010397619.6. 2022-03-25.已授权

›郭克华,胡斌,任盛,奎晓燕,赵颖. 基于免疫理论的对抗图像攻击方法、装置、产品及介质. ZL202111332352.3. 2022-02-15.已授权

›郭克华,申长春,胡斌,奎晓燕. 异常行为样本生成方法及系统. ZL202110640175.9. 2021-09-03.已授权

›郭克华,陶泽,奎晓燕,赵颖, 胡斌.一种异常行为检测方法及系统.ZL 202110561988.9.2021-08-06.已授权

›郭克华，胡敏，奎晓燕， 赵颖，胡斌.一种人脸超分辨率重建方法及系统.ZL 202110487901.8.2021.07.16.已授权

›钟萍 刘伟荣 奎晓燕 李亚婷.基于双功能小车移动路径规划的数据收集和无线充电方法，ZL 201910237953.2，2019-03-27,已授权

›钟萍,马帅华,张艺雯,奎晓燕. 一种基于能耗和距离动态变化的按需充电调度方法. ZL201710871821.6. 2020.12.17. 已授权

›钟萍,马帅华,奎晓燕,段桂华. 一种充电车移动受限的充电调度方法. ZL201810502344.0. 2020.8.25. 已授权.

›夏佳志,李强,廖胜辉,奎晓燕,王建新. 高维数据的可视化分析方法及其分析系统. ZL 201710620143.6. 2020.6.23. 已授权

›夏佳志,李强,奎晓燕,王建新. 高维数据的二维投影方法及其投影系统. ZL201710619475.2. 已授权

›夏佳志,蒋广,奎晓燕,张宇鸿. 一种基于维度相关性的子空间聚类可视分析方法. ZL201610550993.9. 2019.4.9. 已授权

›奎晓燕，冯健男，朱守中，夏佳志等. 无人机飞控信号可视化识别分选方法. ZL202010208111.7, 2023.05.05. 发明专利，已授权

›奎晓燕，康松林，张婵，彭亦飞，刘艳松. 人工智能基础及应用实践教程（医学版）.上海科学技术出版社,29.1万字，2026.01.（唯一主编）书号ISBN 978-7-5478-7545-2.新一代人工智能通识教材，新理念一体化实用教材

›奎晓燕，刘逸峰，王逗，刘珍珍. 数字素养导论，大连理工大学出版社，28.9万字，2026年3月.书号ISBN 978-7-5685-6084-9.

›奎晓燕，张玉希，王磊，夏佳志，梁伟，王丹，张宏立. 计算机视觉技术，电子工业出版社，41.6万字，2026年1月，书号ISBN 978-7-121-52009-9. 新型工业化、新计算、人工智能系列教材

›奎晓燕,康松林，杨玉军等.人工智能基础及应用（进阶版）. 上海科学技术出版社, 41万字，2025.09. 书号ISBN 978-7-5478-7293-2.新一代人工智能通识教材，新理念一体化实用教材

›奎晓燕，王磊. 数据库技术与应用导论（微课视频版）.北京：清华大学出版社，31.2万字，2024.4.书号ISBN 978-7-302-65531-2

›“互联网+”创新创业实践教程. 中南大学出版社，2021.11

›医学计算机应用基础实践教程（第三版），普通高等院校计算机基础教育“十四五”规划教材，教育部大学计算机课程改革立项规划教材，中国铁道出版社，2022

›边做边学Dreamweaver CS5网页设计案例教程.奎晓燕,贾楠，李向楠,人民邮电出版社,2014

›数据库技术与应用实践教程—SQL Server 2008.奎晓燕,刘卫国,清华大学出版社,2014

›数据库技术与应用—SQL Server 2008.刘卫国,奎晓燕,清华大学出版社,2014

›边做边学Dreamweaver CS6网页设计案例教程.奎晓燕,贾楠，李向楠，薛梅英，米丽萍,人民邮电出版社,2015

›Java Web程序设计（第2版）.郭克华,奎晓燕, 卜凡、池涛,清华大学出版社,2016

›数据库技术与应用（SQL Server 2008版）（第二版）.严晖,王小玲，周肆清，奎晓燕,中国水利水电出版社,2017

›数据库技术与应用实践教程—SQL Server 2012.奎晓燕,刘卫国,清华大学出版社,2020

›数据库技术与应用SQL Server 2012微课版.刘卫国,奎晓燕,清华大学出版社,2020

›宝钢优秀教师特等奖|2025

›高校数字化转型先锋人物|2025

›高校数字化转型先锋人物|2024

›面向智能诊断的跨模态医疗数据融合分析方法及应用，湖南省科技进步奖二等奖（排名第1，2024年）

›中国自动化学会科技进步奖二等奖（排名第1，2023年）

›全国高等院校计算机基础教育研究会优秀教师奖（2022年度）

›华为高斯传道授业杰出贡献奖（2022年）

›教育部-华为智能基座“栋梁之师”

›中国图象图形学学会高等教育教学成果奖二等奖（2022年）

›国家一流线下课程主讲人（2023年）

›湖南省技术发明奖二等奖（2020年）

›湖南省计算机学会科学技术奖二等奖（2023年度）

›励志奖励金优秀教师奖（2022年）

›中国科技产业化促进会科技产业化二等奖（2022年）

›2022年中南大学高等教育教学成果奖一等奖

›奎晓燕获2021年度教育部-华为“智能基座”优秀教师奖励计划（全国首届20人）

›“面向行业应用的高端智能软件研发人才培养模式研究与实践”荣获教育部新工科项目优秀典型案例

›获中南大学2020-2021学年创新创业教育类教学质量优秀奖（创新创业项目优秀指导教师）

›负责的MOOC联盟湖南省工作委员会荣获中国高校计算机教育MOOC联盟2021年度优秀地区工作委员会称号

›奎晓燕获基础学科拔尖学生培养计划2.0优秀管理人员奖（2021年度）

›“多空间育人-计算机学科一流拔尖人才培养模式的探索与实践”荣获2021年中南大学高等教育教学成果奖一等奖

›“以科技战疫引领大数据可视化课程改革”荣获2021年湖南省计算机学会高等教育教学成果奖二等奖

›荣获建党百年湖南省教育系统优秀共产党员称号（2021年）

›共七次荣获湖南省高教学会计算机教育专业委员会年会征文比赛一等奖

›荣获湖南省高等教育学会2018年教改论文比赛二等奖

›荣获第二届全国高等学校计算机教育教学青年教师优秀论文二等奖

›主编出版的教材《边做边学Dreamweaver CS6网页设计案例教程》获“十二五”职业教育国家级规划教材

›荣获西南铝教育奖励金优秀教师奖

›中南大学“三十佳”教学竞赛中包揽“十佳讲课”、“十佳课件”、“十佳教案”的大满贯选手

›2018年荣获湖南省教育工会网站专题报道和中南大学官网“中南人物”等报道

›2019年获得中南大学专题报道“奎晓燕：十六载寒暑诲人不倦，三尺讲台不负韶华“

›荣获中南大学2017-2019年度优秀共产党员称号

›获湖南省普通高校青年骨干教师培养对象（2019年）

›指导学生荣获2020年湖南省大学生计算机作品赛三等奖

›2020年5月荣获中南大学2018-2019学年优秀班导师

›荣获中南大学2019年创新创业项目优秀指导教师

›指导学生荣获“强智杯”湖南省第16届大学生计算机程序设计竞赛三等奖

›在2020万众“疫”心，天池众智疫情数据可视化公益行动中通过技术创新支持“科技抗疫”，荣获优秀指导教师荣誉称号

›指导学生在2020万众“疫”心，天池众智疫情数据可视化公益行动中荣获银奖

›指导学生荣获2020年（第十三届）中国大学生计算机设计大赛中南地区赛一等奖

›指导学生荣获2020年第六届中南大学“互联网+”大学生创新创业大赛校赛特等奖

›指导学生荣获2020年湖南省大学生计算机作品赛三等奖

›指导学生获2020年CCF-CCSP大学生计算机系统与程序设计竞赛全国银奖、华中赛区金奖

›指导学生获2020年第四届“强智杯”湖南省大学生物联网应用创新设计竞赛创意赛意一等奖

›指导学生荣获2020年“建行杯”第六届湖南省“互联网+”大学生创新创业大赛二等奖

›主讲课程获2020年湖南省省级线下一流本科课程认定

›中南大学高等教育校级教学成果一等奖（2021年）

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›2019年度在中南大学师德师风考核中评定为“优秀”

›中南大学2019-2020年度“十佳青年”称号

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›濒危野生动物空间跟踪系统获“建行杯”第五届湖南省“互联网+”大学生创新创业大赛二等奖(指导老师)

›濒危野生动物空间跟踪系统获第五届中南大学“互联网+”大学生创新创业大赛主赛道一等奖(指导老师)

›中南大学2017-2019年度优秀共产党员称号

›指导学生在2019年CCF大学生计算机系统与程序设计竞赛（CCF CCSP）中获得铜奖（中国计算机协会）

›中南大学2017-2018年度优秀班导师标兵称号

›中南大学第一附属小学2018-2019学年“优秀校外辅导员”称号

›中南大学2018-2019年度本科教学质量优秀奖

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›2018年12月荣获中南大学2017-2018年度优秀班导师标兵称号

›“2016（第七届）中国云计算学术大会”优秀论文奖

›湖南省“普通高校教学能手”荣誉称号

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›中南大学2014-2015年度优秀女职工称号

›2010-2014年四次荣获中南大学工会积极分子称号

›2009-2013年共四次荣获中南大学优秀班导师称号

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›中南大学信息科学与工程学院2011年度青年教师讲课比赛二等奖

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›基座夯实、数智驱动、场景创新：本科教育 数智化转型三阶支撑体系构建与实践，2025 年湖南省高等教育教学成果奖二等奖，排名第1, 2025年12月

›“基座夯实、数智驱动、场景创新”的本科教育数智化转型三阶支撑体系构建与实践，中南大学高等教育教学成果奖一等奖，2025年9月

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›湖南省第十三届高等教育教学成果奖二等奖

›中南大学高等教育教学成果奖一等奖（2022）

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›中南大学高等教育校级教学成果一等奖(2021)

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›湖南省第十二届高等教育教学成果三等奖(2019)

›全国生态文明信息化教学成果D类奖(2018)

›中南大学高等教育校级教学成果一等奖(2017)