奎晓燕｜中南大学｜学者主页

2026

基于频域交互与密集融合的人脸超分辨率重建

刘姝，张宇峰，奎晓燕

《模式识别与人工智能》

2026

“学科交叉，产教融合”下专业学位研究生培养模式探索——以中南大学金融科技班为例

王建新，夏佳志，段桂华，奎晓燕，黄家玮

《工业和信息化教育》

2026

数据去重与缩减技术的系统分类与性能分析

奎晓燕，张敏，肖伶，李钦松，陈立明，张文生，邹北骥

《浙江大学学报(工学版)》

2026

基于注意力和线性层融合的动态图卷积交通量预测模型

尉辉，肖洪波，邹北骥，奎晓燕，肖捡花，和佳聚，合尼古力

《大数据》

2026

计算机视觉技术

奎晓燕

《电子工业出版社》

2026

融合CBAM注意力机制的人体软组织多物理场快速同步建模

胡子阳，廖胜辉，邬任重，罗睿，李建锋，刘立宏，奎晓燕

《山东大学学报(理学版)》

2026

采用深度残差学习的AprilTag手术器械定位与跟踪（英文）

钟吉浩，廖胜辉，姜闻博，李建锋，刘立宏，奎晓燕

Journal of Shanghai Jiaotong University(Science)

2026

PAS-Mamba: Phase-Amplitude-Spatial state space model for MRI reconstruction

Xiaoyan Kui, Zijie Fan, Zexin Ji, Qinsong Li, Hao Xu, Weixin Si, Haodong Xu, Beiji Zou

Expert Systems with Applications

DOI

2026

HG-Mamba:Multi-view dynamic hypergraph modeling with state space model for medical image segmentation

Zhipeng Hu, Xiao-Yan Kui, Shen Jiang, Zi-Wei Zou, Zi-Heng Huang, Can-Wei Liu, En-Hao Ning, Qin-Song Li, Liming Chen, Bei-Ji Zou

Information Fusion

DOI

2026

WaveEdge-Net: Hybrid wavelet attention and edge-aware enhancement for automatic tumor segmentation

Zi-Wei Zou, Bei-Ji Zou, Xiao-Yan Kui, Zhi-Peng Hu, Shen Jiang, Yang-Yang Shi, Qiongyao Liu, Yu-Chao Tang, Wenqi Lu, Jin-Ming Duan

Biomedical Signal Processing and Control

DOI

2026

Entropy-Aware Multimodal Preference Optimization for Factuality Alignment in Medical Visual Question Answering

Zhi Chen, Bei-Ji Zou, Xiao-Yan Kui, Wenqi Lu, Jin-Ming Duan

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

Cycle-LVDM: Cycle-Consistent Latent Variational Diffusion Model for Unpaired Medical Image Translation

Xiao-Yan Kui, Min Zhang, Bo Liu, Qin-Song Li, Bei-Ji Zou, Liming Chen

Meta-Radiology

DOI

2026

RMViM-Net: Residual multi-path vision mamba with graph interaction attention for medical image segmentation

Shen Jiang, Xiao-Yan Kui, X. Bao, Qin-Song Li, Zhi-Peng Hu, Bei-Ji Zou

Knowledge-Based Systems

DOI

2026

Deep Residual Learning-Based AprilTag Surgical Instrument Localization and Tracking

Ji-Hao Zhong, Sheng-Hui Liao, Wenbo Jiang, Jian-Feng Li, Li-Hong Liu, Xiao-Yan Kui

Journal of Shanghai Jiaotong University (Science)

DOI

2026

Tri-HGNet: A feature-driven dynamic hypergraph framework for medical image segmentation

Xiao-Yan Kui, Lingxiao Liu, Qin-Song Li, Haonan Yan, Wei-Xin Si, Zuheng Ming, Bei-Ji Zou

Neurocomputing

DOI

2026

Multimodal Rebalanced Network with bidirectional interaction for tumor segmentation in PET/CT images

Xiao-Yan Kui, Zi-Wei Zou, Yang Li, Zhi-Peng Hu, Shen Jiang, Zhi Chen, Yang-Yang Shi, Bei-Ji Zou

Biomedical Signal Processing and Control

DOI

2026

Fast and Smooth Soft Tissue Deformation Prediction with Geometric Priors

Zi-Yang Hu, Sheng-Hui Liao, Ren-Zhong Wu, Jiashuo Li, Li-Hong Liu, Xiao-Yan Kui

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

DCFANet: Merging dynamic context clustering mamba and context-to-focus attention for medical image segmentation

Xiao-Yan Kui, Zhi-Peng Hu, Ze-Xin Ji, Shen Jiang, Qianmu Xiao, Zi-Wei Zou, Qin-Song Li, Yang Li, Bei-Ji Zou, Li-Ming Chen

Neurocomputing

DOI

2026

Reliability-Guided Dual-View Learning with SAM Distillation for Semi-Supervised Medical Image Segmentation

Shen Jiang, Xiao-Yan Kui, Zhi-Peng Hu, Yang-Yang Shi, Zi-Wei Zou, Ze-Xin Ji, Zeru Hai, Qin-Song Li, Zuheng Ming, Hao-Dong Xu, Bei-Ji Zou

Expert systems with applications

DOI

2026

AWPAUNet: An advanced surrogate for real-time simultaneous modeling of multiple mechanical fields of soft tissues

Zi-Yang Hu, Sheng-Hui Liao, Rui Luo, Peishan Dai, Jie Zheng, Qiu-Yang Chen, Xiao-Yan Kui

Medical Image Anal.

DOI

2026

Topology-aware multi-teacher distillation for multi-target domain adaptation in retinal vessel segmentation

Wenyi Xiong, Sheng-Hui Liao, Li Li, Jie Zheng, Xiao-Yan Kui

Pattern Recognition

DOI

2026

Integrating frequency-aware mamba with diffusion for 4D volumetric image synthesis

Yang-Yang Shi, Bei-Ji Zou, Xiaonian Deng, Yu-Cong Zhang, Zehua Liu, Xiao-Yan Kui, Gang Xu, Wei-Xin Si

Pattern Recognition

DOI

2026

Enhancing Cancer Driver Genes Prediction via Multi-view Hypergraph and Dynamic Reward-Penalty Model

Xiao-Yan Kui, Zhi-Peng Hu, Qin-Song Li, Shen Jiang, Can-Wei Liu, Zi-Wei Zou, Cheng-Tao Liu, Bei-Ji Zou

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2026

Robust tumor segmentation in incomplete multi-modal imaging via a synergy of diffusion and Mamba models

Zi-Wei Zou, Xiao-Yan Kui, Wenqi Lu, Yang Li, Zhi-Peng Hu, Jin-Ming Duan, Bei-Ji Zou

Biomedical Signal Processing and Control

DOI

2026

TEM-Net: A Tri-Channel Edge-Aware Multi-Scale Network for Thyroid Nodule Segmentation in Ultrasound Images

Yi-Fei Peng, Zeru Hai, Feng Dong, Bisheng Tang, Yaoqun Wu, Xiao-Yan Kui, Bei-Ji Zou

Bioengineering

DOI

2026

Data and Knowledge Co-Driven Electrode Implantation Planning for Robot-Assisted DBS

Xiao-Yan Kui, Yang-Yang Shi, Doudou Zhang, Cai-Zi Li, Lin-Xia Xiao, Haitong Xu, Liming Chen, Bei-Ji Zou, Wei-Xin Si

Chinese Journal of Mechanical Engineering

DOI

2026

Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Qianmu Xiao, Xiaoyan Kui, Zexin Ji, Yang Gao, Wengang Pan, Wenqi Lu, Jinming Duan, Beiji Zou

Lecture notes in computer science

DOI

2025

Improving cancer driver genes identifying based on graph embedding hypergraph and hierarchical synergy dominance model

Zhipeng Hu, Xiaoyan Kui, Canwei Liu, Zanbo Sun, Shen Jiang, Min Zhang, Kai Zhu, Beiji Zou

Expert Systems With Applications，Vol. 267

DOI

2025

应用型本科工科专业数据库课程思政建设研究与实践

黄丹，奎晓燕，粟慧

《成才》

2025

非信息类专业“人工智能技术及应用”课程改革与实践研究

康松林，奎晓燕

《工业和信息化教育》

2025

基于人机协同智能的“计算机程序设计”课程个性化教学模式研究

夏佳志，奎晓燕，段桂华，盛羽，李敏

《工业和信息化教育》

2025

人工智能赋能的新文科创新人才培养与实践研究——以数字出版专业为例

奎晓燕，康松林，肖亚龙

《工业和信息化教育》

2025

Mamba Based Feature Extraction and Adaptive Multilevel Feature Fusion for 3D Tumor Segmentation from Multi-modal Medical Image

Zexin Ji, Beiji Zou, Xiaoyan Kui, Hua Li, Pierre Véra, Su Ruan

Lecture notes in computer science

DOI

2025

Global and local Mamba network for multi-modality medical image super-resolution

Zexin Ji, Beiji Zou, Xiaoyan Kui, S. Thureau, Su Ruan

Pattern Recognition

DOI

2025

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data

Tianyang Zhong, Wei Zhao, Yu-Tong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Han-Qi Jiang, Yi-Fan Zhou, Xiao-Yan Kui, You-Lan Shang, Lin Zhao, Li Yang, Yao-Nai Wei, Zhuoyi Li, Jiadong Zhang, Long-Tao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, N. Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zheng Liu, Hai-Xing Dai, Zihao Wu, Shu Zhang, Xiao-Long Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Wei Liu, Xiang Li, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang

IEEE Transactions on Biomedical Engineering

DOI

2025

Iterative Collaboration Network Guided by Reconstruction Prior for Medical Image Super-Resolution

Xiao-Yan Kui, Ze-Xin Ji, Bei-Ji Zou, Yang Li, Yulan Dai, Liming Chen, Pierre Vera, Su Ruan

IEEE Transactions on Computational Imaging

DOI

2025

An Efficient Model-Driven Groupwise Approach for Atlas Construction

Ziwei Zou, Bei-Ji Zou, Xiao-Yan Kui, Wenqi Lu, Haoran Dou, A. Zakeri, T. Cootes, A. Frangi, Jinming Duan

arXiv.org

DOI

2025

A comprehensive survey on magnetic resonance image reconstruction

Xiaoyan Kui, Zijie Fan, Zexin Ji, Qinsong Li, Chengtao Liu, Weixin Si, Beiji Zou

Image and Vision Computing

DOI

2025

From Global to Local: Mamba-Based Hierarchical Registration for Respiratory Lung Deformation

Yang-Yang Shi, Yu-Cong Zhang, Bei-Ji Zou, Xiao-Yan Kui, Ze-Xin Ji, Zuheng Ming, Azeddine Beghdadi, Wei-Xin Si

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

WinGraphUNet: Advanced windowed graph modeling with remixed contextual learning for efficient medical image segmentation

Xiao-Yan Kui, Haonan Yan, Qin-Song Li, Lingxiao Liu, Wei-Xin Si, Wei Liang, Bei-Ji Zou

Knowledge-Based Systems

DOI

2025

A Survey on Enhancing Image Captioning with Advanced Strategies and Techniques

Alaa Thobhani, Bei-Ji Zou, Xiao-Yan Kui, Amr Abdussalam, Muhammad Asim, Sajid Shah, M. El-Affendi

Computer Modeling in Engineering & Sciences

DOI

2025

Detecting keypoints with semantic labels on skull point cloud for plastic surgery

Sheng-Hui Liao, Qiu-Yang Chen, Peishan Dai, Xiaohui Qiu, Chi Zhong, Fuchang Han, Zi-Yang Hu, Xiao-Yan Kui

Quantitative Imaging in Medicine and Surgery

DOI

2025

Med-LVDM: Medical latent variational diffusion model for medical image translation

Xiao-Yan Kui, Bo Liu, Zanbo Sun, Qin-Song Li, Min Zhang, Wei Liang, Bei-Ji Zou

Biomedical Signal Processing and Control

DOI

2025

Predicting Driver Genes From Multi-Omics Data Using Hierarchical Multi-Feature Synergy Model

Zhi-Peng Hu, Xiao-Yan Kui, Can-Wei Liu, Shen Jiang, Min Zhang, Zi-Wei Zou, Bei-Ji Zou

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2025

Robust Multimodal Representation Learning with Information Bottleneck and Balanced Fusion for Alzheimers Disease Classification

Yulan Dai, Bei-Ji Zou, Xiao-Yan Kui, Ze-Xin Ji, Cheng-Zhang Zhu

International Conference on Information Photonics

DOI

2025

GroupTrackVis: A Visual Analytics Approach for Online Group Discussion-Based Teaching

Xiao-Yan Kui, Min Zhang, Ming-Kun Zhang, Ningkai Huang, Yuqi Guo, Jingwei Liu, Chao Zhang, Jiazhi Xia

IEEE Transactions on Visualization and Computer Graphics

DOI

2025

CerviNet: A Novel Approach for Cervical Cancer Classification Using Pap-Smear Images

Ashfaque Khowaja, Bei-Ji Zou, Xiao-Yan Kui

J. Comput. Biol.

DOI

2025

BT-Net: A Multi-Scale Transformer U-Net with Morphological Refinement for Adaptive Bone Tissue Segmentation

Wenyi Xiong, Sheng-Hui Liao, Jie Zheng, Peishan Dai, Xiao-Yan Kui

IEEE International Joint Conference on Neural Network

DOI

2025

YOLO-CM: Class-Aware Instance Segmentation Using Combine-Mask

Ren-Zhong Wu, Xiaobin Wen, Sheng-Hui Liao, Jianfeng Li, Lihong Liu, Xiao-Yan Kui

International Conference on Intelligent Computing

DOI

2025

A General Detector-Free Feature Matching Method for Medical Images

Yang Gao, Sheng-Hui Liao, Peishan Dai, Lihong Liu, Xiao-Yan Kui

Procedia Computer Science

DOI

2025

Paying attention to the minute details: Supervised keypoint detection on dense, complex point clouds

Qiu-Yang Chen, Sheng-Hui Liao, Xiao-Yan Kui, Zi-Yang Hu, Jianda Zhou

Engineering applications of artificial intelligence

DOI

2025

Aligning Medical Images and Language Through Multimodal Medical Rationales

Zhi Chen, Bei-Ji Zou, Xiao-Yan Kui, Zi-Wei Zou, Jinming Duan

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

PK-Net: A prior knowledge-driven dual-path network for enhanced glaucoma screening

Xiao-Yan Kui, Zeru Hai, Bei-Ji Zou, Yang Li, Wei Liang, Zuheng Ming, Liming Chen

Knowledge-Based Systems

DOI

2025

A Novelty Framework in Image-Captioning with Visual Attention-Based Refined Visual Features

Alaa Thobhani, Bei-Ji Zou, Xiao-Yan Kui, Amr Abdussalam, Muhammad Asim, M. El-Affendi, Sajid Shah

Comput. Mater. Continua

DOI

2025

Distance-Aware and Knowledge-Driven Vision Mamba U-Net for Radiotherapy Dose Prediction

Yang-Yang Shi, Xiao-Yan Kui, Yu-Cong Zhang, Shihao Zou, Zuheng Ming, Wei-Xin Si, Azeddine Beghdadi, Bei-Ji Zou

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

Unsupervised meta-learning for few-shot medical image classification based on metric learning

Ding Lv, Bei-Ji Zou, Xiao-Yan Kui, Yulan Dai, Zeming Chen, Liming Chen

Biomedical Signal Processing and Control

DOI

2025

Boundary-Enhanced Cascaded Network for Joint Optic Disc and Optic Cup Semantic Segmentation

Yuanqiong Chen, Xuanchen Liu, Xiao-Yan Kui, Bei-Ji Zou

International Journal of Modern Physics C

DOI

2025

Gl-MambaNet: A global-local hybrid Mamba network for medical image segmentation

Xiao-Yan Kui, Shen Jiang, Qin-Song Li, Yifei Peng, Zhi-Peng Hu, Bei-Ji Zou

Neurocomputing

DOI

2025

Alzheimer's disease classification based on multimodal consistent distribution and trusted fusion

Xiao-Yan Kui, Yulan Dai, Bei-Ji Zou, Cheng-Zhang Zhu, Yang Li, Ze-Xin Ji, Liming Chen, Miguel Bordallo López

Neural Networks

DOI

2025

TransportMap: Visual transport analysis for spatiotemporal data without trajectory information

Jiazhi Xia, Xin Zhao, Kang Xie, Yangbo Hou, Xiao-Long Zhang, Xiao-Yan Kui, Ying Zhao, Chen-Hui Li, Hong Qin

Computers & graphics

DOI

2025

Real-time integrated modeling of soft tissue deformation and stress based on deep learning

Zi-Yang Hu, Sheng-Hui Liao, Xiao-Yan Kui, Ren-Zhong Wu, Feng Yuan, Qiu-Yang Chen

Physics in Medicine and Biology

DOI

2025

Essential proteins discover based on hypergraph and mult-omics data integration model.

Zhi-Peng Hu, Xiao-Yan Kui, Can-Wei Liu, Zi-Wei Zou, Qin-Song Li, Shenghui Liao, Bei-Ji Zou

Gene

DOI

2024

数据库技术与应用导论

奎晓燕

《清华大学出版社》

2024

CERNET 华中高校专家谈新时代高校信息化部门的定位与使命

于俊清，李芝棠，王士贤，王宗敏，孔凡士，王新平，高金峰，李占波，奎晓燕，王祖伟

《中国教育网络》

2024

增强多层网络心理地图保持效果的力引导布局算法

奎晓燕，王子潇，郑智浩，赵欢喜，杨燕贻，张潮，夏佳志

《计算机辅助设计与图形学学报》

2024

Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint

Ze-Xin Ji, Bei-Ji Zou, Xiao-Yan Kui, Hua Li, Pierre Vera, Su Ruan

Pattern Recognition Letters

DOI

2024

Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition

Shu Liu, Yan Xu, Tongming Wan, Xiao-Yan Kui

arXiv.org

DOI

2024

Deform-Mamba Network for MRI Super-Resolution

Zexin Ji, Beiji Zou, Xiaoyan Kui, Pierre Véra, Su Ruan

Lecture notes in computer science

DOI

2024

Deep learning-based magnetic resonance image super-resolution: a survey

Ze-Xin Ji, Beiji Zou, Xiao-Yan Kui, Jun Liu, Wei Zhao, Cheng-Zhang Zhu, Peishan Dai, Yulan Dai

Neural computing & applications (Print)

DOI

2024

Unsupervised generative model for simulating post-operative double eyelid image

Ren-Zhong Wu, Sheng-Hui Liao, Peishan Dai, Fuchang Han, Xiao-Yan Kui, Xuefei Song

Physical and Engineering Sciences in Medicine

DOI

2024

A novel image captioning model with visual-semantic similarities and visual representations re-weighting

Alaa Thobhani, Bei-Ji Zou, Xiao-Yan Kui, Asma Alshargabi, Zaid Derea, Amr Abdussalam, Mohammed A. Asham

Journal of King Saud University: Computer and Information Sciences

DOI

2024

A universal medically assisted model for anatomical landmark detection in radioactive images

Hong-Wing Pang, Sheng-Hui Liao, Shu Liu, Xiao-Yan Kui

International journal of imaging systems and technology (Print)

DOI

2024

Strong Multimodal Representation Learner through Cross-domain Distillation for Alzheimer’s Disease Classification

Yulan Dai, Beiji Zou, Xiao-Yan Kui, Qin-Song Li, Wei Zhao, Jun Liu, Miguel Bordallo López

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Enhancing cervical cancer diagnosis: Integrated attention-transformer system with weakly supervised learning

Ashfaque Khowaja, Bei-Ji Zou, Xiao-Yan Kui

Image and Vision Computing

DOI

2024

Efficient strabismus diagnosis from small samples: Harnessing spatial features for improved accuracy

Ren-Zhong Wu, Sheng-Hui Liao, Yongrong Ji, Xiao-Yan Kui, Fuchang Han, Zi-Yang Hu, Xuefei Song

Journal of Biomedical Informatics

DOI

2024

DFC-Net: a dual-path frequency-domain cross-attention fusion network for retinal image quality assessment

Xiao-Yan Kui, Zeru Hai, Bei-Ji Zou, Wei Liang, Liming Chen

Biomedical Optics Express

DOI

2024

TSSeer: a visual analytics approach for exploring the correlation between teachers’ multimodal emotions and students’ behaviors in massive open online courses

Xiao-Yan Kui, Ming-Kun Zhang, Qiang Liu, Zixiao Wang, Guiping Huang, Zhihao Zheng, Jiazhi Xia, Chao Zhang

Journal of Vision

DOI

2024

A Concise and Varied Visual Features-Based Image Captioning Model with Visual Selection

Alaa Thobhani, Bei-Ji Zou, Xiao-Yan Kui, Amr Abdussalam, Muhammad Asim, Naveed Ahmed, M. Alshara

Comput. Mater. Continua

DOI

2024

Reconstruction-Guided Multi-Stage Network For MRI Super-Resolution

Ze-Xin Ji, Beiji Zou, Xiao-Yan Kui, Yang Li, Jun Liu, Wei Zhao, Cheng-Zhang Zhu, Yulan Dai

CVDL

DOI

2024

DGCBG-Net: A dual-branch network with global cross-modal interaction and boundary guidance for tumor segmentation in PET/CT images

Zi-Wei Zou, Bei-Ji Zou, Xiao-Yan Kui, Zhi Chen, Yang Li

Comput. Methods Programs Biomed.

DOI

2024

Cervix Visionator ELM: A Novel Approach to Early Detection of Cervical Cancer

Khowaja Ashfaque, Bei-Ji Zou, Xiao-Yan Kui

International Conference on Cybernetics, Robotics and Control

DOI

2024

A Review of Dose Prediction Methods for Tumor Radiation Therapy

Xiao-Yan Kui, Fang Liu, Min Yang, Hao Wang, Can-Wei Liu, Dan Huang, Qin-Song Li, Liming Chen, Bei-Ji Zou

Meta-Radiology

DOI

2024

Points of interest linear attention network for real-time non-rigid liver volume to surface registration.

Zeming Chen, Bei-Ji Zou, Xiao-Yan Kui, Yang-Yang Shi, Ding Lv, Liming Chen

Medical Physics (Lancaster)

DOI

2024

A Force-Directed Layout Algorithm for Enhancing the Mental Map Preservation in Multilayer Networks

Xiao-Yan Kui, Zixiao Wang, Zhihao Zheng, Huanxi Zhao, Yanyi Yang, Chao Zhang, Jiazhi Xia

Journal of Computer-Aided Design & Computer Graphics

DOI

2024

Self-prior Guided Mamba-UNet Networks for Medical Image Super-Resolution

Zexin Ji, Beiji Zou, Xiaoyan Kui, Pierre Véra, Su Ruan

Lecture notes in computer science

DOI

2024

The application of artificial intelligence in diabetic retinopathy: progress and prospects

Xin Xu, Mingchen Zhang, Sihong Huang, Xiaoying Li, Xiaoyan Kui, Jun Liu

Frontiers in Cell and Developmental Biology

DOI

2024

3D TUMOR SEGMENTATION AND DIAGNOSIS SYSTEM OF LUNG CANCER USING MULTISCALE APPROACHES

GILBERT langat, Beiji Zou, Xiaoyan Kui, Kevin Njagi

International Journal for Multiscale Computational Engineering

DOI

2023

A Secure Lossless Redundancy Elimination Scheme With Semantic Awareness for Cloud-Assisted Health Systems

Ling Xiao, Beiji Zou, Xiaoyan Kui

Ieee Systems Journal，Vol. 170, No. 30

DOI

2023

可视化方法在分组讨论教学中的应用

康松林，奎晓燕

《电脑与信息技术》

2023

基于工程师型人才培养的Java程序设计教学改革与探索

黄桂萍，奎晓燕，温创新

《科教导刊》

2023

Multi-scale deformable transformer for multi-contrast knee MRI super-resolution

Beiji Zou, Ze-Xin Ji, Cheng-Zhang Zhu, Yulan Dai, Wensheng Zhang, Xiao-Yan Kui

Biomedical Signal Processing and Control

DOI

2023

Wavelet-aware Transformer Network for Multi-contrast Knee MRI Super-resolution

Ze-Xin Ji, Xiao-Yan Kui, Shenghui Liao, Cheng-Zhang Zhu, Yang Li, Yulan Dai, Beiji Zou

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2023

DE-JANet: A unified network based on dual encoder and joint attention for Alzheimer's disease classification using multi-modal data

Yulan Dai, Beiji Zou, Cheng-Zhang Zhu, Y. Li, Zhi Chen, Ze-Xin Ji, Xiao-Yan Kui, Wensheng Zhang

Comput. Biol. Medicine

DOI

2023

TGRA-P: Task-driven model predicts 90-day mortality from ICU clinical notes on mechanical ventilation

Bei-Ji Zou, Yuting Ding, Jinxiu Li, Bo Yu, Xiao-Yan Kui

Comput. Methods Programs Biomed.

DOI

2023

Efficient segmentation model using MRI images and deep learning Techniques for Multiple Sclerosis Classification

Gilbert Langat, Bei-Ji Zou, Xiao-Yan Kui, Kevin Njagi

International Journal for Multiscale Computational Engineering

DOI

2022

The alterations of brain functional connectivity networks in major depressive disorder detected by machine learning through multisite rs-fMRI data

Peishan Dai, Tong Xiong, Xiaoyan Zhou, Yilin Ou, Yang Li, Xiaoyan Kui, Zailiang Chen, Beiji Zou, Weihui Li, Zhongchao Huang, REST-meta-MDD Consortium REST Meta MDD Consortium

Behavioural Brain Research，Vol. 435

DOI

2022

课程思政推进“科教互促共进”教育新模式构建的探索与研究

石金晶，奎晓燕，漆华妹，穆帅，施荣华

《工业和信息化教育》

2022

“新工科+思政”的通信工程学科基础课创新模式探析

漆华妹，金一粟，石金晶，奎晓燕，张德宇

《工业和信息化教育》

2022

提升大学生创新实践能力的新途径

邹北骥，奎晓燕，彭小宁，郭克华，刘俊

《计算机教育》

2022

多学科交叉融合的通信类专业“新工科”建设研究

黄端，石金晶，张玲，奎晓燕，施荣华

《工业和信息化教育》

2022

面向新兴交叉学科的课程思政教学改革探索与研究——以量子信息类课程为例

石金晶，黄端，奎晓燕，冯艳艳，徐洪峰，施荣华

《工业和信息化教育》

2022

“六卓越一拔尖”计划2.0背景下课程思政教学改革探索——以“数据结构”课程为例

漆华妹，奎晓燕，曹丹，陈卫民

《工业和信息化教育》

2022

Lightweight Facial Attractiveness Prediction Using Dual Label Distribution

Shu Liu, Enquan Huang, Zi-Yu Zhou, Yan Xu, Xiao-Yan Kui, Tao Lei, Hongying Meng

IEEE Transactions on Cognitive and Developmental Systems

DOI

2022

iHELP: interactive hierarchical linear projections for interpreting non-linear projections

Xingchen Zeng, Haowen Zhou, Zhicong Li, Chenqi Zhang, Juncong Lin, Jia-Zhi Xia, Yanyi Yang, Xiao-Yan Kui

Journal of Vision

DOI

2022

A survey of visual analytics techniques for online education

Xiao-Yan Kui, Nai-Ming Liu, Qiang Liu, Jingwei Liu, Xiao-Qian Zeng, Chao Zhang

Visual Informatics

DOI

2021

基于《实践论》指导的研究生科研训练实践

夏佳志，奎晓燕，王建新

《工业和信息化教育》

2021

多视角教学质量评价的一致性分析与应对策略

郭克华，朱翡虹，金一粟，奎晓燕，余肖勇

《软件导刊》

2021

金课与水课的数据画像——基于专家和学生视角

郭克华，陈良，奎晓燕，金一粟，余肖勇

《科教导刊》

DOI

2021

Study on the Application of Learner’s Output-oriented Feynman-Five-Energy Method in Computer Teaching

Huamei Qi, Xiao-Yan Kui, Ping Zhong, Shiming Xiong

International Conference on Crowd Science and Engineering

DOI

2020

SuPoolVisor：矿池监管可视分析系统（英文）

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

ENGINEERING Information Technology & Electronic Engineering

2020

“计算机程序设计基础”课程思政教学设计

刘卫国，奎晓燕，严晖，童键

《工业和信息化教育》

2020

提高“程序设计”课程教学挑战度的研究

康松林，刘卫国，奎晓燕，严晖

《工业和信息化教育》

2020

基于任务驱动的线上线下混合式教学设计与实践研究——以“大学计算机基础”课程为例

严晖，李小兰，刘卫国，奎晓燕，曹岳辉

《工业和信息化教育》

2020

“数据库技术与应用”课程思政元素的融合与实践

奎晓燕，刘卫国，康松林，严晖，杜华坤

《工业和信息化教育》

2020

“新工科”背景下面向程序设计能力培养的“计算机图形学”课程建设

夏佳志，奎晓燕

《工业和信息化教育》

2020

基于OBE理念的教学改革与实践——以“数据库技术与应用课程设计”为例

李小兰，严晖，奎晓燕，刘卫国，周肆清，刘泽星

《工业和信息化教育》

2020

高校课堂教学的基本方法研究——以“数据库技术与应用”课程教学设计为例

奎晓燕，郭克华，邹北骥，刘卫国，康松林

《工业和信息化教育》

2020

个性化学习路径及其在程序设计教学中的应用

康松林，奎晓燕，刘卫国，严晖

《工业和信息化教育》

2020

混合教学模式下基于建构主义学习理论的教学内容设计——以插值与拟合知识点为例

何小贤，奎晓燕，刘卫国

《工业和信息化教育》

2020

Visual Analytics for Electromagnetic Situation Awareness in Radio Monitoring and Management

Ying Zhao, Xiao-Bo Luo, Xiaoru Lin, Hairong Wang, Xiao-Yan Kui, Fangfang Zhou, Jinsong Wang, Yi Chen, Wei Chen

IEEE Transactions on Visualization and Computer Graphics

DOI

2020

Teaching practice and exploration of compiling principles under the background of first-class curriculum construction

Huamei Qi, Xiao-Yan Kui, Zhi-Gang Chen

International Conference on Crowd Science and Engineering

DOI

2020

TVseer: A visual analytics system for television ratings

Xiao-Yan Kui, Huihao Lv, Zhengliang Tang, Haowen Zhou, Wang Yang, Jinqiu Li, Jialin Guo, Jia-Zhi Xia

Visual Informatics

DOI

2020

SuPoolVisor: a visual analytics system for mining pool surveillance

Jia-zhi Xia, Yu-Han Zhang, Hui Ye, Ying Wang, Guangqi Jiang, Ying Zhao, Cong Xie, Xiao-Yan Kui, Sheng-hui Liao, Wei-Ping Wang

Frontiers of Information Technology & Electronic Engineering

DOI

2019

基于三创模式的计算机类人才培养机制研究

奎晓燕，郭克华，严晖，刘卫国

《软件导刊》

2019

基于OBE理念的《数据库技术与应用》课程教学改革探索

刘泽星，奎晓燕，刘卫国

《软件导刊》

2019

LCC: Towards efficient label completion and correction for supervised medical image learning in smart diagnosis

Kehua Guo, Rui Cao, Xiao-Yan Kui, Jian-Hua Ma, Jian Kang, Tao Chi

Journal of Network and Computer Applications

DOI

2019

Visual Identification and Extraction of Intrinsic Axes in High-Dimensional Data

Jia-Zhi Xia, Fenjin Ye, Fangfang Zhou, Yi Chen, Xiao-Yan Kui

IEEE Access

DOI

2018

面向教育现代化的未来课堂探索

奎晓燕，郭克华，刘卫国，杜华坤

《中国教育信息化》

2018

构建智能型虚拟实验平台,推进现代教育技术改革

奎晓燕，刘卫国，郭克华，杜华坤

《计算机工程与科学》

2018

新工科背景下数据库技术与应用课程交叉融合教学模式研究

严晖，奎晓燕，刘卫国

《软件导刊(教育技术)》

2018

《数据库技术与应用》开放式示范课程探讨

奎晓燕，杜华坤，郭克华

《软件导刊(教育技术)》

2018

可视化在计算机基础教学中的应用研究

奎晓燕，郭克华，杜华坤，刘卫国

《佳木斯职业学院学报》

2018

新工科背景下《物联网基础及应用》课程建设研究

奎晓燕，郭克华，刘卫国，杜华坤

《软件导刊》

2018

任务驱动式教学法在程序设计复杂知识点教学中的应用

郭克华，奎晓燕，雷皓

《计算机教育》

2018

面向互联网+创新的计算机网络课程教学改革

张士庚，奎晓燕，刘璇

《软件导刊》

2018

Research and Application of Flipped Classroom in Database Course

Xiao-Yan Kui, Hua-Kun Du, Ping Zhong, Wei-Guo Liu

International Conference on Crowd Science and Engineering

DOI

2018

Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets

Jia-Zhi Xia, Le Gao, Kezhi Kong, Ying Zhao, Yi Chen, Xiao-Yan Kui, Yixiong Liang

Journal of Visual Languages and Computing

DOI

2018

Teaching method Reform of Python Language Programming Course based on Minimum Knowledge Sets

Xiao-Yan Kui, Wei-Guo Liu, Kehua Guo, Jia-Zhi Xia, Hua-Kun Du

Mechatron. Syst. Control.

DOI

2018

LLTO: Towards efficient lesion localization based on template occlusion strategy in intelligent diagnosis

Kehua Guo, Yan He, Xiao-Yan Kui, Paramjit S. Sehdev, Tao Chi, Ruifang Zhang, Jialun Li

Pattern Recognition Letters

DOI

2018

Deep Neural Network Based Disease Discrimination Learning from Small Medical Image Training Set and User Feedback

Da-Ji Tang, Kehua Guo, Jian-Hua Ma, Xiao-Yan Kui

2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)

DOI

2017

基于互动式“3W”教学模式的数据库课程教学改革

奎晓燕，杜华坤，刘卫国，张士庚，夏佳志

《软件导刊》

2017

构建基于计算思维的“导学激趣”教学模式——以非计算机专业学生为例

奎晓燕，杜华坤，刘卫国，夏佳志

《工业和信息化教育》

2017

Python语言程序设计教学体系建设

刘卫国，奎晓燕

《计算机教育》

2017

Research on the improvement of python language programming course teaching methods based on visualization

Xiao-Yan Kui, Wei-Guo Liu, Jia-Zhi Xia, Hua-Kun Du

International Conference on Crowd Science and Engineering

DOI

2014

大学计算机基础课程考试方式改革的探索与实践

奎晓燕，杜华坤，刘卫国

《中国教育信息化》

Computers in Biology and Medicine

Yulan Dai, Bei-ji Zou, Cheng-Zhang Zhu, Yang Li, Zhi Chen, Ze-Xin Ji, Xiao-Yan Kui, Wensheng Zhang

精选作品

期刊论文

基于频域交互与密集融合的人脸超分辨率重建

“学科交叉，产教融合”下专业学位研究生培养模式探索——以中南大学金融科技班为例

数据去重与缩减技术的系统分类与性能分析

基于注意力和线性层融合的动态图卷积交通量预测模型

计算机视觉技术

融合CBAM注意力机制的人体软组织多物理场快速同步建模

采用深度残差学习的AprilTag手术器械定位与跟踪（英文）

PAS-Mamba: Phase-Amplitude-Spatial state space model for MRI reconstruction

HG-Mamba:Multi-view dynamic hypergraph modeling with state space model for medical image segmentation

WaveEdge-Net: Hybrid wavelet attention and edge-aware enhancement for automatic tumor segmentation

Entropy-Aware Multimodal Preference Optimization for Factuality Alignment in Medical Visual Question Answering

Cycle-LVDM: Cycle-Consistent Latent Variational Diffusion Model for Unpaired Medical Image Translation

RMViM-Net: Residual multi-path vision mamba with graph interaction attention for medical image segmentation

Deep Residual Learning-Based AprilTag Surgical Instrument Localization and Tracking

Tri-HGNet: A feature-driven dynamic hypergraph framework for medical image segmentation

Multimodal Rebalanced Network with bidirectional interaction for tumor segmentation in PET/CT images

Fast and Smooth Soft Tissue Deformation Prediction with Geometric Priors

DCFANet: Merging dynamic context clustering mamba and context-to-focus attention for medical image segmentation

Reliability-Guided Dual-View Learning with SAM Distillation for Semi-Supervised Medical Image Segmentation

AWPAUNet: An advanced surrogate for real-time simultaneous modeling of multiple mechanical fields of soft tissues

Topology-aware multi-teacher distillation for multi-target domain adaptation in retinal vessel segmentation

Integrating frequency-aware mamba with diffusion for 4D volumetric image synthesis

Enhancing Cancer Driver Genes Prediction via Multi-view Hypergraph and Dynamic Reward-Penalty Model

Robust tumor segmentation in incomplete multi-modal imaging via a synergy of diffusion and Mamba models

TEM-Net: A Tri-Channel Edge-Aware Multi-Scale Network for Thyroid Nodule Segmentation in Ultrasound Images

Data and Knowledge Co-Driven Electrode Implantation Planning for Robot-Assisted DBS

Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Improving cancer driver genes identifying based on graph embedding hypergraph and hierarchical synergy dominance model

应用型本科工科专业数据库课程思政建设研究与实践

非信息类专业“人工智能技术及应用”课程改革与实践研究

基于人机协同智能的“计算机程序设计”课程个性化教学模式研究

人工智能赋能的新文科创新人才培养与实践研究——以数字出版专业为例

Mamba Based Feature Extraction and Adaptive Multilevel Feature Fusion for 3D Tumor Segmentation from Multi-modal Medical Image

Global and local Mamba network for multi-modality medical image super-resolution

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data

Iterative Collaboration Network Guided by Reconstruction Prior for Medical Image Super-Resolution

An Efficient Model-Driven Groupwise Approach for Atlas Construction

A comprehensive survey on magnetic resonance image reconstruction

From Global to Local: Mamba-Based Hierarchical Registration for Respiratory Lung Deformation

WinGraphUNet: Advanced windowed graph modeling with remixed contextual learning for efficient medical image segmentation

A Survey on Enhancing Image Captioning with Advanced Strategies and Techniques

Detecting keypoints with semantic labels on skull point cloud for plastic surgery

Med-LVDM: Medical latent variational diffusion model for medical image translation

Predicting Driver Genes From Multi-Omics Data Using Hierarchical Multi-Feature Synergy Model

Robust Multimodal Representation Learning with Information Bottleneck and Balanced Fusion for Alzheimers Disease Classification

GroupTrackVis: A Visual Analytics Approach for Online Group Discussion-Based Teaching

CerviNet: A Novel Approach for Cervical Cancer Classification Using Pap-Smear Images

BT-Net: A Multi-Scale Transformer U-Net with Morphological Refinement for Adaptive Bone Tissue Segmentation

YOLO-CM: Class-Aware Instance Segmentation Using Combine-Mask

A General Detector-Free Feature Matching Method for Medical Images

Paying attention to the minute details: Supervised keypoint detection on dense, complex point clouds

Aligning Medical Images and Language Through Multimodal Medical Rationales

PK-Net: A prior knowledge-driven dual-path network for enhanced glaucoma screening

A Novelty Framework in Image-Captioning with Visual Attention-Based Refined Visual Features

Distance-Aware and Knowledge-Driven Vision Mamba U-Net for Radiotherapy Dose Prediction

Unsupervised meta-learning for few-shot medical image classification based on metric learning

Boundary-Enhanced Cascaded Network for Joint Optic Disc and Optic Cup Semantic Segmentation

Gl-MambaNet: A global-local hybrid Mamba network for medical image segmentation

Alzheimer's disease classification based on multimodal consistent distribution and trusted fusion

TransportMap: Visual transport analysis for spatiotemporal data without trajectory information

Real-time integrated modeling of soft tissue deformation and stress based on deep learning

Essential proteins discover based on hypergraph and mult-omics data integration model.

数据库技术与应用导论

CERNET 华中高校专家谈新时代高校信息化部门的定位与使命

增强多层网络心理地图保持效果的力引导布局算法

Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint

Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition

Deform-Mamba Network for MRI Super-Resolution

Deep learning-based magnetic resonance image super-resolution: a survey

Unsupervised generative model for simulating post-operative double eyelid image

A novel image captioning model with visual-semantic similarities and visual representations re-weighting

A universal medically assisted model for anatomical landmark detection in radioactive images

Strong Multimodal Representation Learner through Cross-domain Distillation for Alzheimer’s Disease Classification

Enhancing cervical cancer diagnosis: Integrated attention-transformer system with weakly supervised learning

Efficient strabismus diagnosis from small samples: Harnessing spatial features for improved accuracy

DFC-Net: a dual-path frequency-domain cross-attention fusion network for retinal image quality assessment

TSSeer: a visual analytics approach for exploring the correlation between teachers’ multimodal emotions and students’ behaviors in massive open online courses

A Concise and Varied Visual Features-Based Image Captioning Model with Visual Selection