发表论文: 1. Xun Liu, Alex Hay-Man Ng, Fangyuan Lei, Yikuan Zhang, Zhengmin Li. GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials. Information Sciences, 2024. CISSN : 0020-0255. SCI. 2.Yin Zhang, Lunhui Xu, Yikuan Zhang. Research on Hierarchical Pedestrian Detection Based on SVM Classifier with Improved Kernel Function. Measurement and control, 2022. SCI. 3. Xun Liu, Fangyuan Lei, Guoqing Xia, Yikuan Zhang, Wenguo Wei. AdjMix: Simplifying and Attending Graph Convolutional Networks, Complex & Intelligent Systems, 2022. https://doi.org/10.1007/s40747-021-00567-8. SCI. 4. Xun Liu, Guoqing Xia, Fangyuan Lei, Yikuan Zhang, Shihui Chang. Higher-order Graph Convolutional Networks with Multi-scale Neighborhood Pooling for Semisupervised. February 18, 2021, IEEE Access: 31268-31275. doi:10.1109/ACCESS. 2021.3060173. SCI. 5. Xiang Liu, Yikuan Zhang. Design and implementation of vehicle typerecognition system based on language large model. 2024 6th International Conference on Internet of Things, Automation and Artificial Intelligence (IoTAAI'2024), 2024-7. EI 6. Kejia Zhu, Yikuan Zhang, Qiang Liu, et al. Overview of Object Detection. The 3rd Autumn International Seminar on Computer Science and Engineering Technology (SCSET’2022), 2022-04-07-1114-SCSET7911. EI. 7. Liu Xiang, Zhang Yikuan, Shao Mengliang. Prediction of the impact of college studengts' behavior on employment rate. 2022 International Conference on Electronic Information Engineering and Data Processing (EIEDP’2022), 2022.03.18-20. EI 8. 刘敏,张义宽,陈金山,彭金喜,薛笑荣. 时变状态约束下四旋翼无人机轨迹跟踪控制[J]. 兵器装备工程学报 (核心), 2024,45(08):199-207+273. 9. 陈海峰,张义宽. 基于STM32+ESP8266的桌面型网络天气时钟系统设计[J]. 微型电脑应用,2023,39(03):21-24.
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科研创新: 发明专利授权或实用新型专利: 1. 国家发明专利. 一种高效宽度图卷积神经网络模型系统及训练方法,中国,ZL202011642718.2. 授权时间:2023.11.28, 发明人:刘勋,张义宽等. 2. 实用新型专利, 马奔, 张义宽. 一种新型易响应的光学开关,授权公告号: CN 213750404 U, 专利号:ZL 2020 2 2925788.0, 授权公告日:2021年07月20号. 3. 国家发明专利. 一种基于注意力的宽度图卷积神经网络模型及其训练方法. 授权时间:2020.12.30,中国,ZL202011642705.5, 发明人:刘勋,宗建华,夏国清,张义宽,赵鹏等. 软件著作权登记:
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