郭文静
女 讲师 硕士生导师 计算机应用系
个人简介
华东师范大学，博士。本科就读于华东师范大学，2008年获得学士学位，随后硕博连读，并于2013年获得华东师范大学博士学位。目前，主要在传感器网络、物联网、体域网、算法优化等方向开展工作。在国内外有影响的期刊和会议上发表论文20余篇，研究成果主要发表在Journal of Network and Computer Applications、Wireless Networks以及International Journal of Distributed Sensor Networks等SCI期刊。
主要研究方向：
传感器网络、体域网、物联网、算法优化
讲授课程：
程序设计基础、程序设计基础课程设计、物联网和移动应用开发
主要论文研究成果：
1. Wenjing Guo, Yiran Wang, Yanglan Gan, Ting Lu. Energy efficient and reliable routing in wireless body area networks based on reinforcement learning and fuzzy logic. Wireless Networks, 2022, 28: 2669-2693.（SCI, JCR二区）
2. Yanglan Gan, Huichun Zhu,Wenjing Guo, Guangwei Xu, Guobing Zou. Deep semi-supervised learning with contrastive learning and partial label propagation for image data. Knowledge-Based Systems, 2022, 245.（SCI, JCR一区）
3. Yanglan Gan, Cheng Guo, Wenjing Guo, Guangwei Xu, Guobing Zou. Entropy-based inference of transition states and cellular trajectory for single-cell transcriptomics. BRIEFINGS IN BIOINFORMATICS, 2022, 23.（SCI, JCR一区）
4. Wenjing Guo, Zixin Tang,Wenli Guo,Ting Lu. Efficient routing protocol based on entropy method for WBAN with kinetic energy harvesting. 2021 IEEE International Conference on Electronics Technology, 2021, 1115-1120.（EI）
5. Nianyan Hu, Ting Lu, Wenjing Guo, Qiubo Huang, Guohua Liu, Shan Chang, Jiafei Song ,Yiyang Luo. Random sparsity defense against adversarial attack. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021, 597-607. （EI）
6. Wenjing Guo, Mengxing Xu, Ting Lu. Markov-based transmission power control in wireless body area network. International Conference on Computing and Artificial Intelligence, 2020, 461-467.（EI）
7. Zibin Ren, Ting Lu, Xin Wang, Wenjing Guo, Guohua Liu, Shan Chang. Resource scheduling for delay-sensitive application in three-layer fog-to-cloud architecture. Peer-to-Peer Networking and Applications, 2020, 13: 1474-1485.（SCI）
8. Wenjing Guo,Cairong Yan,Ting Lu. Optimizing the lifetime of wireless sensor networks via reinforcement-learning-based routing. International Journal of Distributed Sensor Networks, 2019, 15(2): 1~20.（SCI, JCR三区）
9. Cairong Yan, Jian Wang, Bin Zhu, Wenjing Guo*. Para-Join: an efficient parallel method for string similarity join. Int. J. High Performance Computing and Networking, 2017,10: 381-390.（EI）
10. Ting Lu, Guohua Liu, Wei Li, Shan Chang, Wenjing Guo. Distributed sampling rate allocation for maximizing data quality in rechargeable sensor networks. Journal of Network and Computer Applications, 2017, 80:1-9.（SCI, JCR一区）
11. Ting Lu, Shan Chang, Wenjing Guo. Bandwidth-delay-constrained least-cost multimedia broadcasting on heuristic genetic algorithm on overlay networks. MSN 2016, 2016, 325-329.（EI, CCF C）
12. Cairong Yan, Yalong Song, Jian Wang, Wenjing Guo. Eliminating the Redundancy in MapReduce-based Entity Resolution. 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 2015, 1233-1236.（EI）
13. Wenjing Guo,Wei Zhang. A survey on intelligent routing protocols in wireless sensor networks. Journal of Network and Computer Applications, 2014, 38(1): 185-201（SCI, JCR一区）
14. Wenjing Guo,Cairong Yan,Yanglan Gan and Ting Lu. An Intelligent Routing Algorithm in Wireless Sensor Networks based on Reinforcement Learning. Applied Mechanics and Materials, 2014, 487-493. （EI）
15. Wenjing Guo,Wei Zhang. Routing between nodes and multiple gateways in wireless mesh sensor network. Journal of Circuits Systems and Computers, 2011, 20(8):1477-1503.（SCI）
16. Wenjing Guo,Wei Zhang. A comprehensive routing protocol in wireless sensor network based on ant colony algorithm. NSWCTC 2010, 2010, 41-44.（EI）
17. Wenjing Guo,Wei Zhang. PEGASIS protocol in wireless sensor network based on an improved ant colony algorithm. ETCS 2010, 2010, 64-67. （EI）
科研项目：
1. 国家自然科学基金面上项目，基于肿瘤异质性的致病通路发现及候选药物组合预测，2022-1 至2025-12，参加
2. 上海市自然科学基金面上项目，多能量源无线充电传感器网络关键技术研究，2021-7至2024-6，参加
3. 上海市自然科学基金面上项目，基于异构网络的肿瘤致病通路挖掘及候选药物筛选算法研究，2021-7 至2024-6，参加
4. 上海市自然科学基金面上项目，基于太阳能和无线充电技术的混合充电传感器网络自适应充电调度理论及应用研究，2018-06至2021-05，参加
5. 国家自然科学基金面上项目，基于单细胞多层次组学数据的肿瘤异质性及其调控机制研究，2017-08至2021-12，参加
6. 中美计算机科学研究中心项目，无线体域网中数据高效传输机制的研究，2016-04至2017-04，主持
7. 上海市自然科学基金面上项目，物联网数据安全关键技术研究，2015-01至2017-12，参加
8. 中央高校基本科研业务费专项基金项目，无线体域网中汇聚节点格局动态变化机制的研究，2015-01至2017-12，主持
9. 上海天云融创计算机科技有限公司项目，云平台开发系统，2015-01至2015-12，主持
10. 中央高校基本科研业务费人才引进项目，无线传感器网络中多Sink路由协议的研究，2014-03至2015-03，主持
11. 上海市科学技术委员会项目，综合业务传输性能测量方法及其关键技术研究，2007-01至2009-12，参加
专利：
1. 一种基于增强学习算法的无线体域网数据传输方法，发明型专利.
2. 一种基于场所信息管理的冲突检测及推荐方法，发明型专利.
3. 网络传输对IPTV业务质量损伤的测试方法，发明型专利.
联系方式：
电话：021-67792291
邮箱：wjguo@dhu.edu.cn
办公室：1号学院楼245室
A lecturer of Computer Science at Donghua University. She received her PhD degree in computer science from East China Normal University (ECNU). Her research interests include Wireless Sensor Networks, Wireless Body Area networks, Internet of Things and Intelligent Algorithm.
Published papers:
1. Wenjing Guo, Yiran Wang, Yanglan Gan, Ting Lu. Energy efficient and reliable routing in wireless body area networks based on reinforcement learning and fuzzy logic. Wireless Networks, 2022, 28: 2669-2693.（SCI, JCR二区）
2. Yanglan Gan, Huichun Zhu,Wenjing Guo, Guangwei Xu, Guobing Zou. Deep semi-supervised learning with contrastive learning and partial label propagation for image data. Knowledge-Based Systems, 2022, 245.（SCI, JCR一区）
3. Yanglan Gan, Cheng Guo, Wenjing Guo, Guangwei Xu, Guobing Zou. Entropy-based inference of transition states and cellular trajectory for single-cell transcriptomics. BRIEFINGS IN BIOINFORMATICS, 2022, 23.（SCI, JCR一区）
4. Wenjing Guo, Zixin Tang,Wenli Guo,Ting Lu. Efficient routing protocol based on entropy method for WBAN with kinetic energy harvesting. 2021 IEEE International Conference on Electronics Technology, 2021, 1115-1120.（EI）
5. Nianyan Hu, Ting Lu, Wenjing Guo, Qiubo Huang, Guohua Liu, Shan Chang, Jiafei Song ,Yiyang Luo. Random sparsity defense against adversarial attack. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021, 597-607. （EI）
6. Wenjing Guo, Mengxing Xu, Ting Lu. Markov-based transmission power control in wireless body area network. International Conference on Computing and Artificial Intelligence, 2020, 461-467.（EI）
7. Zibin Ren, Ting Lu, Xin Wang, Wenjing Guo, Guohua Liu, Shan Chang. Resource scheduling for delay-sensitive application in three-layer fog-to-cloud architecture. Peer-to-Peer Networking and Applications, 2020, 13: 1474-1485.（SCI）
8. Wenjing Guo,Cairong Yan,Ting Lu. Optimizing the lifetime of wireless sensor networks via reinforcement-learning-based routing. International Journal of Distributed Sensor Networks, 2019, 15(2): 1~20.（SCI, JCR三区）
9. Cairong Yan, Jian Wang, Bin Zhu, Wenjing Guo*. Para-Join: an efficient parallel method for string similarity join. Int. J. High Performance Computing and Networking, 2017,10: 381-390.（EI）
10. Ting Lu, Guohua Liu, Wei Li, Shan Chang, Wenjing Guo. Distributed sampling rate allocation for maximizing data quality in rechargeable sensor networks. Journal of Network and Computer Applications, 2017, 80:1-9.（SCI, JCR一区）
11. Ting Lu, Shan Chang, Wenjing Guo. Bandwidth-delay-constrained least-cost multimedia broadcasting on heuristic genetic algorithm on overlay networks. MSN 2016, 2016, 325-329.（EI,CCF C）
12. Cairong Yan, Yalong Song, Jian Wang, Wenjing Guo. Eliminating the Redundancy in MapReduce-based Entity Resolution. 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 2015, 1233-1236.（EI）
13. Wenjing Guo,Wei Zhang. A survey on intelligent routing protocols in wireless sensor networks. Journal of Network and Computer Applications, 2014, 38(1): 185-201（SCI, JCR一区）
14. Wenjing Guo,Cairong Yan,Yanglan Gan and Ting Lu. An Intelligent Routing Algorithm in Wireless Sensor Networks based on Reinforcement Learning. Applied Mechanics and Materials, 2014, 487-493. （EI）
15. Wenjing Guo,Wei Zhang. Routing between nodes and multiple gateways in wireless mesh sensor network. Journal of Circuits Systems and Computers, 2011, 20(8):1477-1503.（SCI）
16. Wenjing Guo,Wei Zhang. A comprehensive routing protocol in wireless sensor network based on ant colony algorithm. NSWCTC 2010, 2010, 41-44.（EI）
17. Wenjing Guo,Wei Zhang. PEGASIS protocol in wireless sensor network based on an improved ant colony algorithm. ETCS 2010, 2010, 64-67. （EI）
Contact information:
Telephone：021-67792291
E-mail：wjguo@dhu.edu.cn