梁志勋，男，广西柳州人，现任河池学院大数据与计算机学院院长，工学博士，教授，硕士研究生导师，香港城市大学客座教授，广西人工智能学会理事，河池市科协创新智库专家，获八桂人工智能科技进步奖三等奖，获“五一建功标兵”荣誉称号，主持在研国家自然科学基金项目1项，主持和参与完成多项省部级以上自然科学基金项目。在国内外SCI/EI核心期刊发表30多篇。指导学生参加全国大学生电子设计竞赛、蓝桥杯全国软件和信息技术专业人才大赛等学科竞赛获得国家二等奖及以上多项。
电子邮箱：07044@hcnu.edu.cn
主要研究兴趣：
光学计算与光学神经网络及其优化，物联网感知与系统集成，机器学习与深度学习应用。
讲授课程：
《人工智能》、《Python程序设计》、《传感器原理及应用》、《C语言程序设计》、《无线传感器网络及应用》、《物联网控制技术》等
纵向科研项目：
1.国家自然科学基金项目：基于ITO电光调控线性系统的非线性激活器机制及光神经网络研究 (NO.6266070303) ，主持在研；
2.广西自然科学青年基金项目：基于表面等离子体激元的新型电光混合运算单元研究（NO. 2021GXNSFBA220023），主持完成；
3.光场调控及其系统集成应用福建省高校重点实验室开放课题：基于混合表面等离子体激元技术的复杂新型电光混合运算研（PC2025JGCTK04）， 主持在研；
4.广西教改一般 A 类项目:数智时代应用型高校计算机类专业创新创业人才培养模式研究与实践（NO.2023JGA299），主持在研；
5.国家自然科学基金项目：基于三维片上网络的高速数据采集关键技术研究（NO. 62161008）， 主要参与；
6.广西自然科学基金面上项目：面向传感器网络等值线绘制需求的节点选择及粒子群优化算法研究（NO.2020GXNSFAA159172），主要参与；
7.广西高校科研项目：自供电无线传感网关键技术研究（NO.2019KY0622），主持结题；
8. 广西高校科研项目：一种塑料光纤高速烫面处理系统的研究与实现（2016LX289），主持结题；
9.河池学院重点科研项目：基于可见光通信技术和无线局域网的异构网络研究（NO.2021XJZD001），主持在研。
横向研发项目：
1.新型机载宽带高增益多模导航天线全光收发器（科研经费 20万），主持在研；
2.路桥建设挂篮结构应力健康监测系统（科研经费8万）主持在研。
发表的学术论文：
先后以第一作者或通讯作者在国内外权威期刊和国际知名学术会议上发表科研论文30余篇，其中发表SCI收录论文10篇，EI期刊收录论文4篇，中文核心论文3篇。
主要论文：
1. Qiyu Long, Zhixun Liang*, Peng Chen, et al. An improved RT-DETR algorithm for small-object detection in UAV aerial images. scientific reports (2026). https://doi.org/10.1038/s41598-026-69495-2.
2. 唐鹏,陈鹏,梁志勋*,等.基于改进YOLOv5s算法的蚕体病变识别研究[J].中国农机化学报,2026,47(8):212-219.
3. Liang, Zhixun, Shi Yunying, Yi Yunfei, et al. Electro-Optic Toffoli Logic Based on Hybrid Surface Plasmons. Photonics. Vol. 12. No. 8, 2025.
4. Liang Zhixun, Shi Yunying, Yi Yunfei. Research on Electro-Optic Hybrid Multidigit Digital Multiplier Based on Surface Plasmon Polariton Technology. Photonics 2024, 11, 785.
5. Zhixun Liang, Yunying Shi, Yunfei Yi, et al. Modeling and Performance Analysis of a Fault-Tolerant 3D Photonic Network-on-Chip Based on Hybrid PhotonicsPlasmonics[J].Computational Intelligence and Neuroscience, 2022, 24. 9615610.
6. Liang Zhixun, Shi Y, Wu Q, et al. An electro-optic half subtractor from a siliconbased hybrid surface plasmon polariton waveguide[J]. Open Physics, 2024, 22(1): 20240045.
7. Shi Yunying, Cheng Lei, Yi Yunfei, Wu Qiming, Liang Zhixun*, & Hu Cong. (2023). High-sensitivity on-chip temperature sensor based on cascaded microring resonators. Open Physics, 21(1), 20230138.(通讯作者)
8. Fan Yuanyuan, Shi Yunying, Liang Zhixun*, et al. Ultra-Small Size Gap ElectroOptic Modulator Based on Hybrid Surface Plasmon. Journal of Nanoelectronics and Optoelectronics, (2026)21(3), 230-237.
9. Liang Zhi-Xun,Shi Yun-Ying, Wu Qi-Ming, et al. Ultracompact Waveguide for an Optical Network-on-Chip with a Vacuum Gap Based on Surface Plasmon Polaritons[J].Journal of Nanoelectronics and Optoelectronics.2023.
10. Zhixun Liang, Yunying Shi, Yunfei Yi, et al. Electro-Optic Hybrid Logic Gate Derived from a Silicon-Based Hybrid Surface Plasmon Polariton Waveguide[J]. Journal of Nanoelectronics and Optoelectronics, 2022, 17(2): 298-304.
11. Liang Zhixun, Shi Yunying, Yi Yunfei, et al. Electro-optical hybrid full-adder based on surface plasmon polaritons[J]. International Journal for Light and Electron Optics, 2023, 289: 171292.
12. Liang Zhi-Xun, et al. "Directional coupling surface plasmon polariton electrooptic modulator for optical ring networks-on-chip." Journal of Optical Technology 87.9 (2020): 542-553.
13. Zhixun, Liang, et al. A full-duplex 5×5 optical router based on a hybrid photonicplasmonic switch. Journal of Nanoelectronics and Optoelectronics.2021.
14. 梁志勋,许川佩,朱爱军,胡聪,杜社会.基于介电常数近零态和铟锡氧化物集成硅基波导的电光半加器[J].中国光学,2020,13(05):1001-1013.
15. Zhixun, Liang, et al. "Hybrid photonic-plasmonic electro-optic modulator for optical ring network-on-chip." International Journal for Light and Electron Optics. 210 (2020): 164503.
16. Zhixun. Liang, Yunying. Shi, Yunfie. Yi, Longxiang. Luo and P. Tang, "Research on Multi sensor Data Fusion Algorithm Based on Distributed Kalman Filter," 2024 4th Asian Conference on Innovation in Technology (ASIANCON), Pimari Chinchwad, India, 2024, pp. 1-3,
17. Liang, Zhixun, et al. "Research on Lightweight YOLOv3-K210 Hornet Recognition for Beekeeping Applications." Proceedings of the 4th International Conference on Internet of Things, Communication and Intelligent Technology (2026): 62-70.
18. Liang Zhixun, Chen Peng, Yi Yunfei, et al. News Text Classification Method for Edge Computing Based on BiLSTM-Attention[C]//2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT). IEEE, 2022: 1-6.
19. Zhao Jiaqi, Liang Zhixun*, Li Shicong. (2025). Design and Implementation of Soil Monitoring System Based on LoRa. IoTCIT 2024. Lecture Notes in Electrical Engineering, vol 1365. Springer, Singapore. https://doi.org/10.1007/978-981-96-27677_20
20. Liang Zhixun, Shi Yunying, Yi Yunfei, et al. Research and design of isomerism networks based on VLC technology and WiFi communication technology[C]//Fourth International Conference on Computer Science and Communication Technology (ICCSCT 2023). SPIE, 2023, 12918: 290-295.
21. Zhixun Liang, Yunfei Yi, Fang Lin, et al. Silicon Electro-optic Modulator for Photonic Ring Network On-Chip Based on Dual ITO Layer Directional Coupler[C]//Proceedings of the 11th International Conference on Computer Engineering and Networks. Springer Singapore, 2022: 903-908.
22. Yunying Shi, Zhixun Liang*, Huihui Xiao, et al. Research on Circuit Design and Coding of VLC Based on RBG-LED[C]//2020 IEEE 20th International Conference on Communication Technology (ICCT). IEEE, 2020: 232-235. (通讯作者)
23. Liang Piao, Liang Zhiuxn*, Tang Lei, et al. Research and design of intelligent detection robot system for fire pipeline based on STM32[C]//Fifth International Conference on Artificial Intelligence and Computer Science (AICS 2023). SPIE, 2023, 12803: 835-845. (通讯作者)
24. 梁志勋,施运应,赵家祺,林芳.基于NB-IoT 技术的高压开关温度监测系统[J].现代电子技术,2020,43(16):126-130+134.
25. 梁志勋,施运应,覃有燎,王之兴.基于 MQTT 协议的智慧农业大棚测控系统研究[J].北方园艺,2020(23):161-171.
26. Zhixun Liang, Yuanyuan Fan, Yunfei Yi. Routing algorithm for wireless sensor network based on GA-LEACH[C]//Proceedings of the 11th International Conference on Computer Engineering and Networks. Springer Singapore, 2022: 1012-1024.
27. Zhixun, Liang, Zhao Chunxia, and Zhu Aijun. "Design of environmental quality monitoring system based on self-powered wireless sensor network." 2019 14th IEEE International Conference on Electronic Measurement & Instruments (ICEMI). IEEE, 2019.
28. 梁志勋,易云飞,莫燕斌,等.一种自供电多传感器无线环境质量监测系统的设计[J].贵州师范大学学报(自然科学版),2019,37(01):86-92.
29. 梁志勋,袁泉,曾祥艳.改进的多维灰色模型与支持向量机的组合预测[J].数学理论与应用,2018,38(Z2):101-110.
30. 梁志勋,施运应,阮忠.基于 NB-IoT 小型智能家居系统的设计[J].广西科技大学学报,2020,31(01):92-96+103.
出版的学术专著：
1.梁志勋,许川佩.混合硅基波导表面等离子体激元技术在光片上网络中的应用研究，金琅学术出版社，2022.
2.Liang Zhixun,Shi Yunying,Yi Yunfei. Research on Electro-Optical Hybrid HPc Based on SPP: Research onElectro-Optical Hybrid High Performance Computing Based on HybridSilicon Wavequide surface Plasmon, LAMBERT Academic Publishing,2024.
以第一发明人获得授权的专利：
1. 基于表面等离子硅基波导的电光混合半加器及其控制方法
2. 一种基于表面等离子体开关的全双工5×5路由器
3. 一种呼气检测的酒精检测仪
4. 一种塑料光纤烫面处理控制电路系统
5. 一种塑料光纤烫面处理装置
6.一种自供电温度传感器
