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基本信息

  • 性别:
  • 聘任技术职务:讲师(高校)
  • 学历:研究生教育
  • 联系电话:
  • 电子邮箱:yangru@shnu.edu.cn
  • 通讯地址:上海市奉贤区海思路100号
  • 部门:信息与机电工程学院
  • 学位:工学博士学位
  • 毕业院校:同济大学
  • 办公地址:奉贤校区科技楼A座721室

研究方向

杨茹,女,博士,副教授。2020年毕业于同济大学嵌入式系统与服务计算教育部重点实验室,获工学博士学位,2021年进入上海师范大学计算机系任教。主持国家自然科学基金青年项目1项,参与了国家自然科学基金、国家重点研发计划等多个国家项目,IEEE Transactions on Systems, Man, and Cybernetics: Systems(影响因子13.451,中科院/JCR一区)等期刊或会议发表相关学术论文20余篇,申请专利2项,取得软件著作权1。2021年10月入选上海市教委智能教育创新团队。主要研究方向包括形式化方法、Petri网理论与应用、人工智能+教育等。


论文:

  • Ru Yang, Zhijun Ding*, MeiQin Pan, Changjun Jiang, and MengChu Zhou*, “Liveness Analysis of ω-Independent Petri Nets Based on New Modified Reachability Trees,” IEEE Transactions on Systems Man & Cybernetics: Systems, 47(9):2601-2612, Sept. 2017.(一区)

  • Ru Yang, Zhijun Ding*, MeiQin Pan, MengChu Zhou, and Changjun Jiang, “Model Checking of Variable Petri Nets by Using Kripker Structure,” IEEE Transactions on Systems Man & Cybernetics: Systems, 2022, doi: 10.1109/TSMC.2022.3163741.(一区)

  • Ru Yang, Zhijun Ding*, MengChu Zhou, and Changjun Jiang, “Modeling and Analysis of Three Properties of Mobile Interactive Systems Based on Variable Petri Nets,” IEEE Transactions on Automation Science and Engineering, Sept. 2022.(二区)

  • Ru Yang, Zhijun Ding*, MeiQin Pan, “A New Modified Reachability Graph of ω-independent Petri Nets and Its Applications,” 2015 2nd International Conference on Communication Technology (ICCT 2015), 2015.1.19-2015.1.20, Melbourne, oral report.

  • Zhijun Ding*, Ru Yang*, MeiQin Pan, MengChu Zhou, and Changjun Jiang, “Variable Petri Nets for Mobility,” IEEE Transactions on Systems Man & Cybernetics: Systems, 2021, doi: 10.1109/TSMC.2021.3103072.(一区)

  • Bo Zhang, Zhihao Wang, Yunjie Lu, Mao-Zhen Li, Ru Yang*, Jianguo Pan*, Zuliang Kou,Air pollutant diffusion trend prediction based on deep learning for targeted season—North China as an example,” Expert Systems With Applications, Jun. 2023. (一区)

  • Bo Zhang, Yuan Liu*, RuiHan Yong, Guojian Zou, Ru Yang*, Jianguo Pan, Maozhen Li, A spatial correlation prediction model of urban PM2.5 concentration based on deconvolution and LSTM, Neurocomputing, Volume 544, 2023, pp. 126280.(二区)

  • Bo Zhang, Wenqing Liu, Ya Zhang*, Ru Yang*, and Maozhen Li, “Implicit Negative Link Prediction with a Network Topology Perspective,” IEEE Transactions on Computational Social Systems, Oct. 2022.(二区)

  • Meizi Li, Xinyi Zhang, Maozhen Li, Yunwen Chen, Yanhong Bai, Bo Zhang*, and Ru Yang*, “Modeling Group Opinion Evolution On Online Social Networks: A Gravitational Field Perspective,” IEEE Transactions on Computational Social Systems, Mar. 2023.(二区)

  • Zhihao Wang, Bo Zhang*, Ru Yang*, Chang Guo, Maozhen Li, DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis, NAACL2024. (CCF-B会)

  • Bo Zhang, Weihong Chen, Mao-Zhen Li, Xiaoyang Guo, Zhonghua Zheng, Ru Yang*, MGAtt-LSTM: A multi-scale spatial correlation prediction model of PM2.5 concentration based on multi-graph attention, Environmental Modelling & Software, Volume 179, 2024, 106095.(二区)

  • Meizi Li, Xue Li, Ya Zhang, Jianguo Pan*, Ru Yang*, “Implementation of a Social Network Information Dissemination Model Incorporating Negative Relationships,” Computing and Informatics, 2022. 

  • Shuo Wang, Zhijun Ding*, Ru Yang, Changjun Jiang, A Complex Behavioral Interaction Analysis Method for Microservice Systems with Bounded Buffers”, IEEE Transactions on Cloud Computing, Volume: 11, Issue: 4, 2023.

  • Zhijun Ding* and Ru Yang, “Modeling and Analysis for Mobile Computing Systems Based on Petri Nets: A Survey,” IEEE Access, vol. 6, pp. 68038-68056, 2018.

  • Zhijun Ding*, Haojie Qiu, Ru Yang, Changjun Jiang, and MengChu Zhou, “Interactive- control-model for Human-computer Interactive System Based on Petri Nets,” IEEE Transactions on Automation Science and Engineering, 16(4), pp. 1800-1813, 2019.

  • Zhijun Ding, MeiQin Pan*, Ru Yang, Changjun Jiang, and MengChu Zhou, “Fully Expanded Tree for Property Analysis of One-Place-Unbounded Petri Nets,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, 47(9), pp. 2574-2585, Sept. 2017.

  • Puwen Cui, Ru Yang, Zhijun Ding*, “Detect and analyse the concurrent flaws of the BPEL process in a VPN-based approach,” Int. J. Serv. Technol. Manag. 26(2/3): 182-201 (2020).

  • Haojie Qiu, Ru Yang, Zhijun Ding*, “Designing an Interactive Control for Multi-Robots Scenes based on Petri Nets,” 2018 Chinese Automation Congress (CAC), pp.1046-51, 2018.

  • Jiao Li, Ru Yang, Zhijun Ding, Meiqin Pan*, “A Method for Learning a Petri Net Model Based on Region Theory,” Comput. Informatics 39(1), 2020.


开设课程:

  • 模式识别与机器学习(上海市一流本科课程)

  • Python与数据分析(上海市一流本科课程)

  • 数据结构


科研项目:

[1]国家自然科学基金(青年):基于可变Petri网的RPA流程学习和优化方法研究,在研,项目负责人.

[2]上海高校青年教师培养资助计划项目:人工智能课程思政教育实践——以《模式识别与机器学习》为例,在研项目负责人.

[3]上海师范大学校级一般科研项目:基于可变Petri网的实时移动交互系统的建模与分析方法研究,在研,项目负责人.


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学术成果(以下信息源于科研管理系统)

教学工作

教职工课程信息
开课学年开课学期课程名称
2022-20233模式识别与机器学习课程实践
2022-20232数据结构
2022-20231算法与数据结构
2021-20222模式识别与机器学习
2023-20242数据结构
2023-20241模式识别与机器学习
2024-20251模式识别与机器学习
2024-20252数据结构

荣誉奖励

2020年 上海市优秀毕业生

2021年 同济大学优秀博士生论文

2023年 第八届上海师范大学青年教师教学竞赛 一等奖(自然科学应用学科组)

2023年 上海师范大学教学成果奖二等奖(排名三)

2024年 上海师范大学世承优秀青年教师人才计划

社会兼职

中国自动化学会网络计算专委会 委员/秘书处成员

上海市计算机学会协同与信息服务专委会 委员