郭文忠，男，1979年生，福建惠安人，博士，博士后，教授，博士生导师，“百千万人才工程”国家级人选，国家有突出贡献中青年专家称号，享受国务院政府特殊津贴人员，福建省科技创新领军人才，福建省特级人才后备人选，CCF杰出会员，2010年破格晋升为副教授并担任硕士生导师，2013年破格晋升为教授并增列为博士生导师。现为beat365亚洲体育在线副校长，beat365亚洲体育在线计算机科学与技术学科带头人，计算机科学与技术一级学科博士点和电子信息工程博士点负责人，福建省“网络计算与网络内容分析”高校创新团队负责人，担任卫星空间信息技术综合应用国家地方联合工程研究中心副主任、教育部空间数据挖掘与信息共享重点实验室和政务大数据应用协同创新中心主任以及福建省大数据分析与处理工程研究中心主任等。
2012年入选福建省高校杰出青年科研人才培育计划，2013年入选福建省高等学校新世纪优秀人才支持计划，2014年获福建省杰出青年科学基金，2015年获福建省五四青年奖，2017年获福建省青年科技奖，2017年获福建省杰出青年科学基金滚动支持计划，2018年入选福建省科技创新领军人才计划，2018年获福建省运盛青年科技奖，2019年入选“百千万人才工程”国家级人选并被授予国家有突出贡献中青年专家称号，2020年获宝钢教育优秀教师奖，2020年入选“享受国务院政府特殊津贴人员”，2021年认定为福建省A类人才，2022年入选福建省特级人才后备。
长期从事多媒体智能信息处理、网络计算与分析、数据挖掘等方面研究工作，主持包括国家科技部重点研发计划课题、国家自然科学基金区域联合重点项目、面上项目、福建省科技厅重大专项项目、福建省发改委产业技术联合创新项目等各类项目30多项，累计经费达到8000多万元，排名第一获福建省科技进步一等奖2项和中国计算机学会科技进步杰出奖等，排名第二获福建省科技进步一等奖等，申请发明专利62件，授权48件，制定地方标准2项，获授权软件著作权32件，出版学术专著4部，在国内外学术刊物和会议发表论文200多篇，主持省级及以上教改项目8项，排名第一获福建省高等教育教学成果奖特等奖1项和二等奖1项，排名第三获福建省高等教育教学成果奖特等奖1项，编写教材1部，在《中国大学教学》、《高等理科教育》等刊物发表教改论文近10篇。
讲授课程
数据科学与大数据技术导论、网络空间安全概论、群智能算法研究及其应用等
科研项目
在研的主要科研项目
1. 国家自然科学基金区域联合重点项目，跨网络跨媒体两岸热点事件的智能挖掘与推荐（U21A20472），260万，2022.1-2025.12，负责人
2. 国家科技部重点研发计划课题，符合三维视觉特性的光场显示评价机制（2021YFB3600503），345万，2022.1-2025.12，负责人
3. 福建省科技重大专项，智能化视频图像分析关键技术研发及示范应用（2021HZ022007），400万，2022.1-2024.12，负责人
4. 国家教育部，政务大数据应用省部共建协同创新中心（教科信厅函〔2022〕4号），1500万，2022.1-2025.12，负责人
5. 福建省特级人才后备支持项目，跨媒体大数据智能分析关键技术与产业化，500万，2023.1-2026.12，负责人
6. 福建省教育厅，福建省高校数字经济学科联盟建设，800万，2022.1-2024.12，共同负责人
7. 福建拓尔通软件有限公司，beat365亚洲体育在线福建拓尔通软件有限公司大数据与智慧政务联合研究院，1000万，2022-2025，院长
已结题的主要科研项目
1. 中央引导地方科技发展专项资金，福建省大数据分析与处理工程研究中心——福大星云大数据技术产学研创新平台，120万，2019.9-2021.12，负责人
2. 国家自然科学基金海峡联合基金重点项目，面向两岸热点事件的社交多媒体大数据协同感知与计算(U1705262)，250万，2018.1-2021.12，合作单位负责人
3. 国家自然科学基金项目，群智感知车联网的高效数据融合与交通流预测研究（61672159），74万，2017.1-2020.12，负责人
4. 福建省大数据分析与处理工程研究中心，福建省发改委平台建设，500万，2018-2020，负责人
5. 数字福建大数据基础技术福州研究院，福建省发改委平台建设，400万，2018-2020，负责人
6. 福建省杰出青年科学基金滚动项目，群智感知车联网任务分配与数据融合策略，40万，2018.1-2020.12，负责人
7. 中央财政支持地方高校建设项目，计算机科学与技术学科科研与专业实践平台建设（校发规〔2017〕11号），250万，2017.9-2019.9，负责人
8. 福建省教育厅，海西政务大数据应用协同创新中心（闽教高科〔2015〕75号），1500万，2015.1-2019.12，负责人
9. 国家自然科学基金项目，无线传感器网络中任务调度的并行联盟生成与博弈分配策略（61103175），21万，2012.1-2014.12，负责人
10. 国家教育部科技重点项目，动态拓扑下WSN任务调度中多目标优化问题的算法研究（212086），7.5万，2012.1-2014.12，负责人
11. 福建省科技领军人才计划项目，基于实时计算的海量移动数据分析与挖掘技术，80万，2018.1-2021.12，负责人
12. 福建省杰出青年科学基金项目，大规模异构负载数据中心的资源管理与优化（2014J06017)，25万，2014.1-2016.12，负责人
13. 福建省高校杰出青年科研人才培育计划项目，基于QoS的WSN容错任务调度机制研究（JA12016），7万，2013.1-2015.12，负责人
14. 福建省高校新世纪人才支持计划项目，无线传感网动态容错任务调度机制与算法研究（JA13021），10万，2013.7-2016.6，负责人
15. 福建省发改委产业技术联合创新项目，跨媒体大数据的云服务关键技术研究与产业化（闽发改投资[2014]482号），400万，2014.5-2016.12，负责人
16. beat365亚洲体育在线高水平大学优势学科建设项目，大数据分析的理论、算法和应用优势特色方向推进计划（校发规[2016]3号），300万，2016.5-2017.12，负责人
17. 福建省发改委产业技术联合创新项目，面向企业的通用大数据处理软件研发与产业化（闽发改高技[2015]518号），300万，2015.4-2017.3，联合牵头单位负责人
出版教材和专著
1. 郭文忠，董晨，等.网络空间安全概论.清华大学出版社, 2022.9. ISBN 978-7-302-62881-1.
2.郭文忠,陈国龙.离散粒子群优化算法及其应用.清华大学出版社, 2012.5. ISBN 978-7-302-28348-5.
3. 刘耿耿,郭文忠.超大规模集成电路布线设计理论与算法.清华大学出版社, 2022.5. ISBN 978-7-302-59943-2.
4. 刘耿耿,黄兴,郭文忠.非曼哈顿结构下超大规模集成电路布线理论与算法.清华大学出版社, 2022.4. ISBN 978-7-302-59944-9.
5. Hehong Zhang, Gaoxi Xiao, Yunde Xie,Wenzhong Guo, Chao Zhai. Tracking Differentiator Algorithms - Theories, Implementations and Applications.Lecture Notes in Electrical Engineering717, Springer, 2021. ISBN 978-981-15-9383-3.
6. Hongju Cheng, Guolong Chen,Wenzhong Guo. Data Gathering and Data Aggregation in Wireless Sensor Networks. Ad Hoc and Sensor Wireless Network: Architecture, Algorithms and Protocols,Bentham Science Publishers Ltd, 2009. 108-118. eISBN: 978-1-60805-018-5. (Book Chapter).
主要代表性论著
1. Shunxin Xiao,Shiping Wang,Wenzhong Guo*,SGAE: Stacked Graph Autoencoder for Deep Clustering,IEEE Transactions on Big Data, 9(1), pp. 254-266, 2023.
2. Kun Guo, Zhanhong Chen, Xu Lin, Ling Wu, Zhihui Zhan, Yuzhong Chen,Wenzhong Guo*, Community Detection Based on Multiobjective Particle Swarm Optimization and Graph Attention Variational Autoencoder,IEEE Transactions on Big Data, 9(2), pp. 569-583, 2023.
3. Xing Huang, Youlin Pan, Zhen Chen,Wenzhong Guo*, Lu Wang, Qingshan Li, Robert Wille, Tsung-Yi Ho, and Ulf Schlichtmann,Design Automation for Continuous-Flow Lab-on-a-Chip Systems: A One-Pass Paradigm,IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(1), pp.327-331, 2023.
4. Yang Yang, Robert H. Deng,Wenzhong Guo*, Hongju Cheng, Xiangyang Luo, Xianghan Zheng, Chunming Rong,Dual Traceable Distributed Attribute-Based Searchable Encryption and Ownership Transfer,IEEE Trans. Cloud Comput.,11(1), pp. 247-262, 2023.
5. Yanhua Liu, Zhihuang Liu*, Ximeng Liu,Wenzhong Guo,A Web Back-End Database Leakage Incident Reconstruction Framework Over Unlabeled Logs,IEEE Trans. Emerg. Top. Comput, 11(1), pp. 237-252, 2023.
6. Xing Huang, Tsung-Yi Ho,Wenzhong Guo*, Bing Li, Krishnendu Chakrabarty, Ulf Schlichtmann, Computer-aided Design Techniques for Flow-based Microfluidic Lab-on-a-chip Systems,ACM Computer Survey, 54(5), pp. 97:1-97:29, 2022.
7. Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu,Wenzhong Guo*, Li Wang, Ximeng Liu*,Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT Devices,IEEE Internet Things J, 9(18), pp. 17002-17013, 2022.
8. Huan Luo, Lingkai Li, Lina Fang, Hanyun Wang*, Cheng Wang,Wenzhong Guo, Jonathan Li,Domain Adaptation for Object Classification in Point Clouds via Asymmetrical Siamese and Conditional Adversarial Network,IEEE Geosci. Remote. Sens. Lett,19, pp.1-5, 2022.
9. Qian Weng, Hao Chen, Hongli Chen,Wenzhong Guo, Zhengyuan Mao,A Multisensor Data Fusion Model for Semantic Segmentation in Aerial Images,IEEE Geosci. Remote. Sens. Lett,19, pp.1-5, 2022.
10. Xing Huang,Wenzhong Guo*, Zhisheng Chen, Bing Li, Tsung-Yi Ho, Ulf Schlichtmann, Flow-Based Microfluidic Biochips with Distributed Channel Storage: Synthesis, Physical Design, and Wash Optimization,IEEE Transactions on Computers(TC), 71(2), pp. 464,-478, 2022.
11. Genggeng Liu, Xinghai Zhang,Wenzhong Guo,Xing Huang*, Wen-Hao Liu, Kai-Yuan Chao, Ting-Chi Wang, Timing-Aware Layer Assignment for Advanced Process Technologies Considering via Pillars,IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,41(6), pp. 1957-1970, 2022.
12. Xing Huang, Youlin Pan, Grace Li Zhang*, Bing Li,Wenzhong Guo, Tsung-Yi Ho, Ulf Schlichtmann, PathDriver+: Enhanced Path-Driven Architecture Design for Flow-Based Microfluidic Biochips,IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41(7), pp.2185-2198, 2022.
13. Xing Huang, Tsung-Yi Ho, Zepeng Li, Genggeng Liu, Lu Wu, Qingshan Li,Wenzhong Guo*, Bing Li, Ulf Schlichtmann,MiniControl 2.0: Co-Synthesis of Flow and Control Layers for Microfluidic Biochips With Strictly Constrained Control Ports,IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41(12), pp.5449-5463, 2022.
14. Ling He,Wenzhong Guo, Yuzhong Chen, Kun Guo*, Qifeng Zhuang, Discovering Overlapping Communities in Dynamic Networks Based on Cascade Information Diffusion,IEEE Trans. Comput. Soc. Syst., 9(3), pp.794-806, 2022.
15. Xiao Ke, Hao Liu,Wenzhong Guo*, Baitao Chen, Yuhang Cai, Weibin Chen, Joint Sample Enhancement and Instance-Sensitive Feature Learning for Efficient Person Search,IEEE Trans. Circuits Syst. Video Technol., 32(11), pp. 7924-7937, 2022.
16. Fangfang Luo, Genggeng Liu,Wenzhong Guo*, Guolong Chen, Naixue Xiong, ML-KELM: A Kernel Extreme Learning Machine Scheme for Multi-Label Classification of Real Time Data Stream in SIoT,IEEE Trans. Netw. Sci. Eng., 9(3), pp. 1044-1055, 2022.
17.Wenzhong Guo, Sihuang Lian, Chen Dong, Zhenyi Chen,Xing Huang, A Survey on Security of Digital Microfluidic Biochips: Technology, Attack, and Defense, ACM Trans. Design Autom. Electr. Syst., 27(4), pp. 40:1-40:33, 2022.
18. Zhiyong Yu, Lei Han, Chao Chen,Wenzhong Guo, Zhiwen Yu*, Object Tracking by the Least Spatiotemporal Searches,IEEE Internet Things, 8(16), pp. 12934-12946, 2021.
19. Huan Luo, Quan Zheng, Cheng Wang,Wenzhong Guo*, Boundary-Aware and Semiautomatic Segmentation of 3-D Object in Point Clouds.IEEE Geoscience and Remote Sensing Letters, 18(5), pp. 910-914, 2021.
20. Xiao Ke, Yuezhou Li, Yu Ye,Wenzhong Guo*. Template Enhancement and Mask Generation for Siamese Tracking,IEEE Signal Processing Letters, 28, pp. 279 - 283, 2021.
21. Yuchang Mo*, Liudong Xing, Yi-Kuei Lin,Wenzhong Guo, Efficient Analysis of Repairable Computing Systems Subject to Scheduled Checkpointing,IEEE Transactions on Dependable and Secure Computing, 18(1), pp.1-14, 2021.
22. Yuzhen Niu, Jianbin Wu, Wenxi Liu*,Wenzhong Guo, Rynson W.H. Lau, HDR-GAN: HDR image reconstruction from multi-exposed LDR images with large motions,IEEE Transactions on Image Processing, 30, pp. 3885 – 3896, 2021.
23.Wenzhong Guo, Jiawei Chen, Weipeng Wang, Huan Luo, and Shiping Wang*. Three-Dimensional Object Co-Localization From Mobile LiDAR Point Clouds,IEEE Transactions on Intelligent Transportation Systems,22(4), pp. 1996-2007, 2021.
24.Wenzhong Guo,Yiqing Shi, Shiping Wang*,A unified scheme for distance metric learning and clustering via rank-reduced regression,IEEE Transactions on Systems, Man and Cybernetics: Systems,51(8), pp. 5218-5229, 2021.
25. Xing Huang, Tsung-Yi Ho, Krishnendu Chakrabarty,Wenzhong Guo*, Timing-Driven Flow-Channel Network Construction for Continuous-Flow Microfluidic Biochips,IEEETransactions on Computer-Aided Design of Integrated Circuits and Systems, 39(6), pp. 1314-1327, 2020.
26. Yang Yang, Xianghan Zheng, Chunming Rong,Wenzhong Guo, Efficient Regular Language Search for Secure Cloud Storage,IEEE Transactions on Cloud Computing, 8(3), pp. 805-818, 2020.
27. Yang Yang, Ximeng Liu, Xianghan Zheng, Chunming Rong,Wenzhong Guo, Efficient Traceable Authorization Search System for Secure Cloud Storage,IEEE Transactions on Cloud Computing, 8(3), pp. 819-832, 2020.
28. Zhirong Shen, Patrick P. C. Lee, Jiwu Shu*, andWenzhong Guo, Cross-Rack-Aware Single Failure Recovery for Clustered File Systems,IEEE Transactions on Dependable and Secure Computing, 17(2), pp. 248-261, 2020
29. Yuzhen Niu, Guanchao Long, Wenxi Liu*,Wenzhong Guo, Shengfeng He, Boundary-aware RGBD salient object detection with cross-modal feature sampling,IEEE Transactions on Image Processing, 29, pp. 9496-9507, 2020.
30. Youshen Xia, Jun Wang,Wenzhong Guo,Two Reduced-Dimension Projection Neural Networks for Nonlinear Programming,IEEE Transactions on Neural Networks and Learning Systems,31(6), pp.2020-2029, 2020.
31.Wenzhong Guo,Yiqing Shi, Shiping Wang*, Neal N. Xiong, An Unsupervised Embedding Learning Feature Representation Scheme for Network Big Data Analysis,IEEE Transactions on Network Science and Engineering, 7(1), pp. 115-126, 2020.
32. Yuchang Mo, Liudong Xing,Wenzhong Guo, Shaobin Cai, Zhao Zhang, Jianhui Jiang, Reliability Analysis of IoT Networks with Community Structures,IEEE Transactions on Network Science and Engineering, 7(1), pp. 304-315, 2020.
33.Wenzhong Guo,Jiayin Li, Ximeng Liu, Yang Yang, Privacy-Preserving Compressive Sensing for Real-Time Traffic Monitoring in Urban City,IEEE Transactions on Vehicular Technology,69(12), pp.14510-14522, 2020.
34. Huan Luo, Cheng Wang, Yiqian Wen,Wenzhong Guo, 3-D Object Classification in Heterogeneous Point Clouds via Bag-of-Words and Joint Distribution Adaption,IEEE Geoscience and Remote Sensing Letters, 16(12), pp.1909-1913, 2019.
35. Shiping Wang, Jinyu Cai, Qihao Lin,Wenzhong Guo*, An overview of Unsupervised Deep Feature Representation for Text Categorization,IEEE Transactions on Computational Social Systems, 6(3), pp. 504-517, 2019.
36. Yongli Cheng, Hong Jiang, Fang Wang, Yu Hua, Dan Feng,Wenzhong Guo, Yunxiang Wu,Using High-Bandwidth Networks Efficiently for Fast Graph Computation,IEEE Transactions on Parallel and Distributed Systems,30(5), pp. 1170-1183, 2019.
37. Xiao Ke, Lingfeng Shi,Wenzhong Guo*, Dewang Chen, Multi-dimensional Traffic Congestion Detection Based on Fusion of Visual Features and Convolutional Neural Network,IEEE Transactions Intelligent Transportation Systems, 20(6), pp. 2157-2170, 2019.
38. Zhirong Shen, Patrick P. C. Lee, Jiwu Shu, andWenzhong Guo*,Correlation-Aware Stripe Organization for Efficient Writes in Erasure-Coded Storage: Algorithms and Evaluation,IEEE Transactions on Parallel and Distributed Systems,30(7), pp. 1552-1564, 2019.
39.Wenzhong Guo, Bing Lin*, Guolong Chen, Yuzhong Chen, Feng Liang, Cost-driven Scheduling for Deadline-based Workflow in Multiclouds,IEEE Transactions on Network and Service Management, 15(4), pp. 1571-1585, 2018.
40. Zhirong Shen, Patrick P. C. Lee, Jiwu Shu, andWenzhong Guo*, Encoding-Aware Data Placement for Efficient Degraded Reads in XOR-Coded Storage Systems: Algorithms and Evaluation,IEEE Transactions on Parallel and Distributed Systems, 29(12), pp.2757-2770, 2018.
41. Yuzhen Niu, Yan Yang,Wenzhong Guo*, Lening Lin, Region-aware Image Denoising by Exploring Parameter Preference,IEEE Trans. on Circuits and Systems for Video Technology, 28(9), pp. 2433-2438, 2018.
42. Yuzhen Niu, Haifeng Zhang,Wenzhong Guo *, Rongrong Ji, Image Quality Assessment for Color Correction based on Color Contrast Similarity and Color Value Difference.IEEE Trans. on Circuits and Systems for Video Technology, 28(4), pp. 849-862, 2018.
43. Shiping Wang,Wenzhong Guo*, Sparse Multi-graph Embedding for Multimodal Feature Representation,IEEE Transaction on Multimedia, 19(7), pp. 1454-1466, 2017.
44. Xing Huang,Wenzhong Guo*, Genggeng Liu, and Guolong Chen, FH-OAOS:A Fast 4-step Heuristic for Obstacle-Avoiding Octilinear Architecture Router Construction,ACM Transactions on Design Automation of Electronic System, 21(3), Article 48, 30 pages, 2016.
45. Bin Lin, Wenzhong Guo *, Naixue Xiong*, Guolong Chen, Athanasios V. Vasilakos, Hong Zhang, A Pretreatment Workflow Scheduling Approach for Big Data Applications in Multi-cloud Environments,IEEE Transactions on Network and Service Management, 13(3), pp. 581-594, 2016.
46.Wenzhong Guo, Jie Li, Guolong Chen *, Yuzhen Niu, and Chengyu Chen, A PSO-Optimized Real-time Fault-tolerant Task Allocation Algorithm in Wireless Sensor Networks,IEEE Transactions on Parallel and Distributed Systems.26(12), pp. 3236-3249, 2015.
47. Xing Huang,Genggeng Liu,Wenzhong Guo*, Yuzhen Niu, Guolong Chen,Obstacle-Avoiding Algorithm in X-Architecture Based on Discrete Particle Swarm Optimization for VLSI Design,ACM Transactions on Design Automation of Electronic Systems, 20(2), Article 24, 28 pages, 2015.
48. Genggeng Liu, Xing Huang,Wenzhong Guo*, Yuzhen Niu, Guolong Chen, Multilayer Obstacle-Avoiding X-Architecture Steiner Minimal Tree Construction Based on Particle Swarm Optimization,IEEE Transactions on Cybernetics, 45(5), pp. 989-1002, 2015.
