Personal Information

汪洁，女，1980年3月出生，中南大学计算机学院副教授，硕士生导师。主持国家自然科学基金1项，参与国家自然科学基金多项，主持横向项目多项。在国内外知名期刊和会议发表论文30余篇。主讲课程信息与网络安全，人工智能，面向对象程序设计C++。主要研究方向为医学图像处理、智慧医疗，人工智能、信息与网络安全。

论文列表：

Wang J  , Wu L, Kuang H. Hybrid region and population hypergraph neural network for mild cognitive impairment detection [J]. Pattern Recognition, 2025. （IF:7.5）

Wang J, Wu L，Kuang H. Local-Global Spatio-Temporal Encoding with Adaptive Brain Region Signal Segmentation for Mild Cognitive Impairment Detection[C]. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2024: 2639-2644.

Kuang H, Tan X, Wang J, et al. Segmenting ischemic penumbra and infarct core simultaneously on non-contrast CT of patients with acute ischemic stroke using novel convolutional neural network[J]. Biomedicines, 2024, 12(3): 580.

Kuang H, Wan W, Wang Y, Wang J. Automated collateral scoring on ct angiography of patients with acute ischemic stroke using hybrid cnn and transformer network[J]. Biomedicines, 2023, 11(2): 243.

Ning LI, Zhe Qu, Jie Wang, Hulin Kuang. ARIG-GCN: Anatomical Relationship and Isomorphic Graph Approximation Guided Graph Convolutional Network for Automated ASPECTS Scoring on Non-Contrast CT.

Hulin Kuang, Yahui Wang, Jin Liu, Jie Wang, Quanliang Cao, Bo Hu, Wu Qiu, Jianxin Wang, Hybrid CNN-Transformer Network with Circular Feature Interaction for Acute Ischemic Stroke Lesion Segmentation on Non-contrast CT Scans.

Hulin Kuang, Yingxu Chen, Jin Liu, Jie Wang, Zhe Qu, and Shichao Kan. Multimodal Foundation Model Adaptation with Multimodal Clinical Knowledge Guidance for IDH Genotyping. BIBM2025.

Hulin Kuang, Guangheng Wu, Jin Liu, Zhe Qu, Shichao Kan, and Jie Wang. GMReg: Group Mamba Correlation based Pyramid Network with Edge Enhancement for Medical Image Registration.BIBM2025.

子图相似性的恶意程序检测方法 软件学报

基于彩色编码的多态蠕虫特征自动提取方法 软件学报

Combining supervised and unsupervised learning for automatic  attack signature generation system

An Automated Signature Generation Approach for Polymorphic Worm Based on Color Coding

基于集成分类器的恶意网络流量检测 通信学报

Polymorphic Worm Detection Using Signatures Based on Neighborhood Relation

Clustering analysis for malicious network traffic

基于种子-扩充的多态蠕虫特征自动提取方法 通信学报

A Novel Signature Generation Approach for Polymorphic Worms

Pippy Search: Anomaly Traffic Clustering

A Novel Signature Generation Approach in Noisy Environments for Detecting Polymorphic Worm

基于近邻关系特征的多态蠕虫防御方法 通信学报

专利

一种基于局部和全局时空特征相结合的轻度认知障碍检测方法

一种基于脑区和群体信息相结合的轻度认知障碍检测方法

基于大模型微调的缺血性脑卒中医学影像分割方法及成像方法

基于脑部CTA图像的大血管闭塞检测方法及成像方法

基于脑部影像的脑梗评分方法及成像方法

基于注意力机制的恶意代码检测方法

基于图处理的恶意程序检测方法

基于深度学习的恶意程序可视化检测方法

基于隐私保护的基因相似度计算方法及基因信息获取方法