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, Mengqi He, et al. Expression recognition algorithm based on MDS-HOG feature optimization and differential weights. Journal of Combinatorial Optimization, 2023,45(20).(SCI检索)
[2]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)
[3] Huaping Zhou, Minglong Song andKelei Sun*, A Full-Scale Feature Fusion Siamese Network for Remote Sensing Change Detection. Electronics, 2023,12(35).(SCI检索,通讯作者)
[4] 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)
[5]Kelei Sun, Huali Shen, et al. Recommendation algorithm based on latent semantic of tags. Advances in Intelligent Systems and Computing, v 842, p 230-238, 2018, International Conference on Applications and Techniques in Cyber Security and Intelligence ATCI 2018.(EI检索,国际会议)
[6]Kelei Sun, Huali Shen. Recommendation Algorithm Based on User Multiple Association Information and Item Clustering. Journal of Anhui University of Science and Technology( Natural Science). 2018, 38(5), 57-64.
[7]Kelei Sun, Kang Chen, et al. Vehicle Illumination Denoising Algorithm Based on Improved Non-local Mean Filtering under Low Illumination. Journal of jinling institute of technoloty. 2018, 34(4), 15-20.
[8]Kelei Sun, Yan Wang. Collaborative filtering algorithm based on user feature and time witghts. Journal of Anhui Jianzhu University. 2018, 26(1), 55-60.
五、联系方式
通讯地址:安徽省淮南市泰丰大街168号安徽理工大学计算机科学与工程学院,232001
电子邮箱:klsun@aust.edu.cn。