一、个人简历:
2010年毕业于中国矿业大学(北京)获计算机应用博士学位。2001年至今任教于安徽理工大学,2012年获得硕士生导师资格,首批校中青年学术骨干人选。2011年至2013年,安徽理工大学博士后。2019年至2020年,悉尼科技大学访问学者,从事推荐算法和机器学习方面的研究。多个SCI期刊的审稿专家,已经发表高质量学术论文二十余篇,主持省级纵向科研项目4项,主持和参与十余项企业横向科研项目。
二、研究方向:
推荐系统、机器视觉、深度学习
三、承担的科研课题及研究成果:
1.主持安徽省自然科学基金项目“基于非线性组合的瓦斯突出预测模型研究”;
2.主持安徽省教育厅自然科学基金重点项目“基于信息融合的煤与瓦斯突出预测系统研究”;
3.主持安徽省博士后基金“基于信息融合的煤与瓦斯突出敏感指标关联性研究”;
4.参与清华大学合肥公共安全研究院技术开发委托课题“深埋管道燃气泄漏声波及多场溯源定位研究”。
四、发表论文、论著及发明专利:
[1] Kelei Sun , Yingying Wang, Mengqi He, Huaping Zhou, Shunxiang Zhang. Neighbor interaction-based personalised transfer for cross-domain recommendation[J]. Connection Science. 2023, 35(1). (SCI检索)
[2] Huaping Zhou, Tao Wu, Senmao Ye, Xinru Qin, Kelei Sun*. Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module[J]. Signal Processing: Image Communication. 2024, 122: 117099. (SCI检索,通讯作者)
[3] Huaping Zhou, Anpei Dang, Kelei Sun*. IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution[J]. Journal of Real-Time Image Processing. 2024, 21(2). (SCI检索,通讯作者)
[4] Kelei Sun, Qiufen Wen and Huaping Zhou. Ganster R-CNN: Occluded Object Detection Network Based on Generative Adversarial Nets and Faster R-CNN. IEEE Access, 2022,10:105022-105030. (SCI检索)
[5] Huaping Zhou, Minglong Song and Kelei Sun*, A Full-Scale Feature Fusion Siamese Network for Remote Sensing Change Detection. Electronics, 2023,12(35). (SCI检索,通讯作者)
[6] Huaping Zhou, Tao Wu, Kelei Sun*, et al. Towards High Accuracy Pedestrian Detection on Edge GPUs. Sensors(Basel, Switzerland), 2022,22(5980). (SCI检索,通讯作者)
[7] Hua-Ping Zhou, Jie Zhang, Ke-Lei Sun. Small Object Detection in Remote Sensing Based on Contextual Information and Attention[J]. Journal of Computers (Taiwan). 2024, 35(1): 145-157. (EI检索)
[8] Kelei Sun , Qiufen Wen , Huaping Zhou, et al. Multiple Object Tracking Based on Variable GIoU-Embedding Matrix and Kalman Filter Compensation[C]. Heraklion, Greece: Springer Science and Business Media Deutschland GmbH, 2023. (EI检索)
[9] Zhou H, Zhao Q, Sun K. D2-Net: Dilated Contextual Transformer and Depth-wise Separable Deconvolution for Remote Sensing Imagery Detection[J]. International Journal of Advanced Computer Science and Applications. 2023, 14(11): 1318-1327. (EI检索)
[10] Zhou H, Xu C, Sun K. Traffic Sign Detection Based on Improved YOLOv5[J]. Journal of Computers (Taiwan). 2023, 34(3): 63-73. (EI检索)
五、联系方式
通讯地址:安徽省淮南市泰丰大街168号beat365体育官方网站,232001
电子邮箱:klsun@aust.edu.cn。