郭文靜
女 講師 碩士生導師 計算機應用系
個人簡介
華東師範大學🏋🏿♀️，博士。本科就讀於華東師範大學，2008年獲得學士學位，隨後碩博連讀👫，並於2013年獲得華東師範大學博士學位⬅️。目前，主要在傳感器網絡、物聯網、體域網、算法優化等方向開展工作👸🏻。在國內外有影響的期刊和會議上發表論文20余篇👸🏽，研究成果主要發表在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：
傳感器網絡📯、體域網、物聯網🖐🏿💁🏽♂️、算法優化
講授課程：
程序設計基礎🧑🏽🚀、程序設計基礎課程設計、物聯網和移動應用開發
主要論文研究成果🤹♀️：
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二區）
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一區）
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一區）
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三區）
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一區）
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一區）
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）
科研項目：
1. 國家自然科學基金面上項目🤓，基於腫瘤異質性的致病通路發現及候選藥物組合預測，2022-1 至2025-12💪🏻，參加
2. 上海市自然科學基金面上項目，多能量源無線充電傳感器網絡關鍵技術研究🤾🏿♀️，2021-7至2024-6，參加
3. 上海市自然科學基金面上項目🧛🏿👩👧👧，基於異構網絡的腫瘤致病通路挖掘及候選藥物篩選算法研究，2021-7 至2024-6👳🏻♂️，參加
4. 上海市自然科學基金面上項目，基於太陽能和無線充電技術的混合充電傳感器網絡自適應充電調度理論及應用研究🙌🏻，2018-06至2021-05✍️，參加
5. 國家自然科學基金面上項目，基於單細胞多層次組學數據的腫瘤異質性及其調控機製研究，2017-08至2021-12，參加
6. 中美計算機科學研究中心項目💆🏿♂️，無線體域網中數據高效傳輸機製的研究，2016-04至2017-04，主持
7. 上海市自然科學基金面上項目，物聯網數據安全關鍵技術研究，2015-01至2017-12🍂，參加
8. 中央高校基本科研業務費專項基金項目，無線體域網中匯聚節點格局動態變化機製的研究👨🏻💻，2015-01至2017-12❣️，主持
9. 上海天雲融創計算機科技有限公司項目，雲平臺開發系統，2015-01至2015-12，主持
10. 中央高校基本科研業務費人才引進項目，無線傳感器網絡中多Sink路由協議的研究🧻，2014-03至2015-03，主持
11. 上海市科學技術委員會項目，綜合業務傳輸性能測量方法及其關鍵技術研究🙋🏻，2007-01至2009-12🧕🏼，參加
專利🌵✭：
1. 一種基於增強學習算法的無線體域網數據傳輸方法💸，發明型專利.
2. 一種基於場所信息管理的沖突檢測及推薦方法🧑🏿🎄🫕，發明型專利.
3. 網絡傳輸對IPTV業務質量損傷的測試方法👊🏼，發明型專利.
聯系方式：
電話🌗：021-67792291
郵箱：wjguo@dhu.edu.cn
辦公室：1號沐鸣樓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二區）
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一區）
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一區）
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三區）
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一區）
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一區）
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