姓名:高鹏
职称:副教授![](/__local/D/4D/0D/A43BA82E3C91D9B16482883DD03_293A2BD3_14EE9.jpg)
基本信息:硕士研究生导师,哈尔滨工业大学工学博士,曲阜师范大学统计学博士后。
联系方式
通讯地址:山东省曲阜市静轩西路57号曲阜师范大学西校区格物楼A514室
电子邮箱:pgao@qfnu.edu.cn
研究方向
计算机视觉、模式识别、智能计算
工作经历
2020年8月—至今,曲阜师范大学,网络空间安全学院,副教授
2024年5月—至今,曲阜师范大学,网络空间安全学院,院长助理
2021年3月—至今,曲阜师范大学,网络空间安全学院,研究生党支部书记
2020年10月—2023年10月,曲阜师范大学,网络空间安全学院,研究生辅导员
2020年10月—2023年10月,曲阜师范大学,网络空间安全学院,研究生教学秘书
科研项目
2023-2025,中国博士后科学基金面上资助,2023M732022
2022-2024,山东省自然科学基金青年项目,ZR2021QF061
2020-2026,曲阜师范大学科研基金,167/602801
2020-2021,哈尔滨工业大学横向项目,KJ2021HX001
教学项目
2023-2025,山东省研究生优质专业学位教学案例库,SDYAL2023084
2022-2024,曲阜师范大学实验教学改革项目,SJG202206
代表性学术论文(#表示通讯作者)
[25] Xiao Liu, Peng Gao#, Tao Yu, Fei Wang, Ru-Yue Yuan. “CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation.” Information Fusion, 2025, 113, 102634. (IF=14.7,中科院1区TOP,JCR一区,DOI: 10.1016/j.inffus.2024.102634)
[24] Tao Yu, Peng Gao#, Fei Wang, Ru-Yue Yuan. “Non-Overlapping Placement of Macro Cells based on Reinforcement Learning in Chip Design.” International Journal of Circuit Theory and Applications, 2024. (IF=1.8,中科院3区,JCR三区,DOI: 10.1002/cta.4235)
[23] Chun-Lin Ji, Tao Yu, Peng Gao#, Fei Wang, Ru-Yue Yuan. “YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5.” Journal of Real-Time Image Processing, 2024, 21, 141. (IF=2.9,中科院4区,JCR二区,DOI: 10.1007/s11554-024-01519-4)
[22] Peng Gao, Feng Gao, Jian-Cheng Ni, Yu Wang, Fei Wang, Qiquan Zhang. “Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension.” CAAI Transactions on Intelligence Technology, 2024. (IF=8.4,中科院2区,JCR一区,DOI: 10.1049/cit2.12332)
[21] Peng Gao, Tao Yu, Fei Wang, Ru-Yue Yuan. “Automated Design of Distributed Filtering Circuits using Reinforcement Learning.” Journal of Computational Design and Engineering, 2024. (IF=4.8,中科院2区,JCR一区,DOI: 10.1093/jcde/qwae066)
[20] Peng Gao, Shi-Min Li, Feng Gao, Fei Wang, Ru-Yue Yuan, Hamido Fujita. “In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking.” Knowledge-Based Systems, 2024, 293, 111665. (IF=7.2,中科院1区TOP,JCR一区,DOI: 10.1016/j.knosys.2024.111665)
[19] Peng Gao, Xin-Yue Zhang, Xiao-Li Yang, Jian-Cheng Ni, Fei Wang. “Robust Visual Tracking using Hierarchical Vision Transformer with Shifted Windows Multi-Head Self-Attention.” IEICE Transactions on Information and Systems, 2024, E107D(1): 161-164. (IF=0.6,中科院4区,JCR四区,DOI: 10.1587/transinf.2023EDL8053)
[18] Chunmei Hu, Jian Yang, Peng Gao, Yi Zhang. “Evolutionary Game Analysis of Three Stakeholders in Big Data Trading Market.” Journal of Industrial and Management Optimization, 2024, 20(6): 2135-2152. (IF=1.2,中科院4区,JCR四区,DOI: 10.3934/jimo.2023159)
[17] Peng Gao, Ru-Yue Yuan. “Research on Several Properties of Matrix Rotation Transformation.” Southeast Asian Bulletin of Mathematics, 2024. (IF=0.2,中科院4区)
[16] Feng Gao, Yan Yang, Peng Gao, Ming Gu, Shangqing Zhao, Yuefeng Chen, Hao Yuan, Man Lan, Aimin Zhou, Liang He. “Self-supervised BGP-graph reasoning enhanced complex KBQA via SPARQL generation.” Information Processing & Management, 2024, 61(5), 103802. (IF=7.4,中科院1区TOP,JCR一区,DOI: 0.1016/j.ipm.2024.103802)
[15] Qiao Liu, Jiatian Pi, Peng Gao, Di Yuan. “STFNet: Self-Supervised Transformer for Infrared and Visible Image Fusion.” IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 8(2): 1513-1526. (IF=5.3,中科院3区,JCR二区,DOI: 10.1109/TETCI.2024.3352490)
[14] Peng Gao, Xin-Yue Zhang, Xiao-Li Yang, Feng Gao, Hamido Fujita, Fei Wang. “Robust Visual Tracking with Extreme Point Graph-Guided Annotation: Approach and Experiment.” Expert Systems with Applications, 2024, 238(B), 122013. (IF=7.5,中科院1区TOP,JCR一区,DOI: 10.1016/j.eswa.2023.122013)
[13] Hongxu Zhu, Qiquan Zhang, Peng Gao, Xinyuan Qian. “Speech-Oriented Sparse Attention Denoising for Voice User Interface Towards Industry 5.0.” IEEE Transactions on Industrial Informatics, 2023, 19(2): 2151-2160. (IF=12.3,中科院1区TOP,JCR一区,DOI: 10.1109/tii.2022.3206872)
[12] Qiao Liu, Di Yuan, Nana Fan, Peng Gao, Xin Li, Zhenyu He. “Learning Dual-Level Deep Representation for Thermal Infrared Tracking.” IEEE Transactions on Multimedia, 2023, 25: 1269-1281. (IF=7.3,中科院1区TOP,JCR一区,DOI: 10.1109/tmm.2022.3140929)
[11] Fei Wang, Huawei Li, Wanli Yang, Shidong Jin, Peng Gao#. “Cell Tracking with Multifeature Fusion.” Journal of Supercomputing, 2023, 79(17): 20001-20018. (IF=3.3,中科院3区,JCR二区,DOI: 10.1007/s11227-023-05384-z)
[10] Peng Gao, Xiao Liu, Hong-Chuan Sang, Yu Wang, Fei Wang. “Efficient and Lightweight Visual Tracking with Differentiable Neural Architecture Search.” Electronics, 2023, 12(17), 3623. (IF=2.9,中科院3区,JCR二区,DOI: 10.3390/electronics12173623)
[9] Yun Lu, Longxin Yao, Heng Li, Tasleem Kausar, Zhen Zhang, Peng Gao, Mingjiang Wang. “A New Network Representation for Time Series Analysis from the Perspective of Combinatorial Property of Ordinal Patterns.” Heliyon, 2023, 9(11), e22455. (IF=4.0,中科院3区,JCR二区,DOI: 10.1016/j.heliyon.2023.e22455)
[8] Peng Gao, Feng Gao, Peng Wang, Jian-Cheng Ni, Fei Wang, Hamido Fujita. “ClueReader: Heterogeneous Graph Attention Network for Multi-hop Machine Reading Comprehension.” Electronics, 2023, 12(14), 3183. (IF=2.9,中科院3区,JCR二区,DOI: 10.3390/electronics12143183)
[7] Peng Gao, Ruyue Yuan, Fei Wang, Liyi Xiao, Hamido Fujita, Yan Zhang. “Siamese Attentional Keypoint Network for High Performance Visual Tracking.” Knowledge-based Systems, 2020, 193, 105448. (IF=5.921,中科院1区TOP,JCR一区,DOI: 10.1016/j.knosys.2019.105448)
[6] Peng Gao, Qiquan Zhang, Fei Wang, Liyi Xiao, Hamido Fujita, Yan Zhang. “Learning Reinforced Attentional Representation for End-to-End Visual Tracking.” Information Sciences, 2020, 517: 52-67. (IF=5.910,中科院1区TOP,JCR一区,DOI: 10.1016/j.ins.2019.12.084)
[5] Peng Gao, Yipeng Ma, Ruyue Yuan, Liyi Xiao, Fei Wang. “Learning Cascaded Siamese Networks for High Performance Visual Tracking.” Proceedings of the 26th International Conference on Image Processing (ICIP). Taipei, China: IEEE, 2019: 3078-3082. (CCF-C类会议)
[4] Yipeng Ma, Chun Yuan, Peng Gao, Fei Wang. “Efficient Multi-level Correlating for Visual Tracking.” Proceedings of the 14th Asian Conference on Computer Vision (ACCV), Lecture Notes in Computer Science 11365. Perth, Australia: Springer-Verlag, 2018: 452-465. (CCF-C类会议)
[3] Peng Gao, Yipeng Ma, Ke Song, Chao Li, Fei Wang, Liyi Xiao. “Large Margin Convolution Operators for Thermal Infrared Object Tracking.” Proceedings of the 24th International Conference on Pattern Recognition (ICPR). Beijing, China: IEEE, 2018: 2380-2385. (CCF-C类会议)
[2] Peng Gao, Yipeng Ma, Chao Li, Ke Song, Yan Zhang, Fei Wang, Liyi Xiao. “Adaptive Object Tracking with Complementary Models.” IEICE Transactions on Information and Systems, 2018, E101D(11): 2849-2854. (IF=0.576,中科院4区,JCR四区,DOI: 10.1587/transinf.2018EDL8074)
[1] Peng Gao, Yipeng Ma, Ke Song, Chao Li, Fei Wang, Liyi Xiao, Yan Zhang. “High Performance Visual Tracking with Circular and Structural Operators.” Knowledge-based Systems, 2018, 161: 240-253. (IF=4.396,中科院1区TOP,JCR一区,DOI: 10.1016/j.knosys.2018.08.008)
发明专利及计算机软件著作权
[5] 高鹏,于涛. 一种集成电路的布局方法、系统、设备和存储介质,202310947434.1,授权日期:2024年3月8日.
[4] 高鹏,于涛. 高频分立滤波器的电路设计方法、系统、设备和存储介质,202311690783.6,授权日期:2024年5月14日.
[3] 高鹏,于涛,季春霖,李世敏. U辑思智能创作平台,2023SR1267700,授权日期:2023年10月20日.
[2] 高鹏,桑洪川. 一种单目标视觉跟踪神经网络结构的构建方法、装置和设备,202310299341.2,申请日期:2023年3月24日.
[1] 高鹏,桑洪川. 多功能单目标视觉跟踪系统,2023SR0201733,授权日期:2023年2月6日.
荣誉奖励
曲阜师范大学2024年度优秀研究生指导教师
曲阜师范大学基层党务学用标兵
曲阜师范大学2023年度优秀研究生指导教师
曲阜师范大学2022年度研究生教育先进工作者
学生培养
(2024年)
[1] 研究生张馨月获“山东省高校师范类优秀毕业生”
[2] 研究生张馨月录取为西北工业大学博士研究生
[3] 研究生张馨月获曲阜师范大学“圣地英才奖”
[4] 研究生于涛获“第十五届蓝桥杯全国软件和信息技术专业人才大赛”全国总决赛三等奖
[5] 本科生唐魁获“第十五届蓝桥杯全国软件和信息技术专业人才大赛”全国总决赛三等奖
[6] 本科生郑舒丹获“曲阜师范大学优秀学士学位论文”
(2023年)
[1] 研究生张馨月获“研究生国家奖学金”
[2] 研究生张馨月获“曲阜师范大学研究生创新成果奖”
[3] 研究生张馨月立项“曲阜师范大学研究生学位论文科研创新资助基金项目”(LWCXS202330)
[4] 研究生于涛获“第十四届蓝桥杯全国软件和信息技术专业人才大赛”全国总决赛三等奖
[5] 本科生郑鹏旭获“第十四届蓝桥杯全国软件和信息技术专业人才大赛”全国总决赛三等奖
[6] 研究生刘晓、季春霖、李世敏获“山东省研究生统计方案设计与分析大赛”二等奖
[7] 本科生戚嘉禾获“曲阜师范大学优秀学士学位论文”
[8] 本科生王易凡获“曲阜师范大学优秀学士学位论文”
(2022年)
[1] 研究生杨晓丽、张馨月、于涛获“第十九届中国研究生数学建模竞赛”三等奖
[2] 研究生杨晓丽、张馨月、于涛获“山东省研究生统计方案设计与分析大赛”三等奖
[3] 本科生郑鹏旭获“第十三届蓝桥杯全国软件和信息技术专业人才大赛”全国总决赛三等奖
[4] 本科生倪睿康获“曲阜师范大学优秀学士学位论文”
[5] 本科生何李阳等立项“山东省大学生创新创业训练项目”(S202210446017X)
(2021年)
[1] 本科生段文玉获“曲阜师范大学优秀学士学位论文”
[2] 本科生曹舒羽等立项“曲阜师范大学大学生创新创业训练项目”(XJ20210074)
学术组织
国际期刊Applied Intelligence编委、副编辑(Associate Editor)
中国计算机学会CCF会员
中国人工智能学会CAAI会员
国际电子电气工程师协会IEEE会员
美国计算机协会ACM会员
日本电子信息通信学会IEICE会员