师资队伍

程红举

来源:     发布日期:2021-10-08    浏览次数:

基本信息


职称:教授

职务:博士生导师、硕士生导师

主讲课程:计算机网络、学科导论、计算机网络实践

研究方向:边缘计算、机器学习、多模态、数字孪生、区块链

办公室:2号楼305

电子邮件:cscheng@fzu.edu.cn

联系电话:13599099519

个人简介

程红举教授在计算机科学与技术一级学科(所有专业方向均可)招收博士、硕士和能力较强的本科生,请感兴趣的同学通过邮件联系我。2024年拟招收博士生1名,请意向的同学及时通过邮件或微信联系。

1997年和2000年毕业于武汉水利电力大学(现武汉大学),分别获工学学士和工学硕士学位。2004年9月至2007年6月就读于武汉大学计算机学院,2007年6月获得计算机软件与理论专业工学博士学位。

2006年在香港城市大学电脑系任研究助理,2007年6月毕业后至福州大学数学与计算机科学学院工作, 2014年4月至2015年2月赴美国阿拉巴马大学计算机科学系进行学术访问。


科研项目

  1. 国家自然基金面上项目, 复合场景下基于多模态融合的轻量化任务处理与模型泛化研究(62372111), 2024.1 – 2027.12,50万

  2. 福建省自然基金面上项目, 边端协同网络的数字孪生及优化研究(2023J01267), 2023.8 – 2026.8,10万。

  3. 某企业横向课题,2019 – 2024,120万。

  4. 福建省自然基金面上项目, 分布式异构物联网带认知的动态组网策略和智能大数据分析研究(2019J01245), 2019 – 2022,10万。

  5. 福建省教育厅高校新世纪优秀人才项目,新一代无线传感器网络中的智能协同机制研究, 2015 – 2017, 8万。

  6. 国家自然基金面上项目, 面向服务的无线传感器网络关联感知策略与容错协同机制研究(61370210), 2014.1 – 2017.12,71万。

  7. 横向课题,深圳东深电子股份有限公司,XXX供水工程水力计算自动化软件设计与开发,2016.8-2022.11,50万。

  8. 横向课题,泉州科力电气有限公司,XXX系统后台WEB软件开发,2012.12-2013.12,18万。

  9. 福建省自然基金面上项目, 三维无线传感器网络动态拓扑控制与实时数据汇集研究(2011J01345), 2011.4 – 2014.3,4万。

  10. 福建省教育厅项目,无线传感器网络中面向服务的多点协同机制研究(JA12027), 2013.1 – 2015.12,2万。

  11. 福州大学科技发展基金,面向服务的无线传感器网络关联感知策略研究(2013-XQ-35), 2013.6-2015.5,6万。



近年主要论文

(可以参考google scholar: https://scholar.google.com/citations?user=KxWm8VUAAAAJ)


  • X. Zhang, T. Lin, C. Lin, Z. Chen and H. Cheng, Computational Task Offloading Algorithm Based on Deep Reinforcement Learning and Multi-Task Dependency, Theoretical Computer Science, vol. 993, 27 April 2024. Doi: 10.1016/j.tcs.2024.114462

  • C. Lin, H. Cheng, Q. Rao and Y. Yang, M3SA: Multimodal Sentiment Analysis Based on Multi-Scale Feature Extraction and Multi-Task Learning, IEEE/ACM Transactions on Audio, Speech, and Language Processing, doi: 10.1109/TASLP.2024.3361374

  • H Ye, C Lin, H Cheng, Pedestrian Detection Algorithm Based on Multi-Camera Feature Fusion, Journal of Beijing Posts and Telecommunications, 2023, 46(4): 66-71. DOI:10.13190/j.jbupt.2022-229

  • H Cheng, Z Yang, X Zhang, Y Yang, Multimodal Sentiment Analysis Based on Attentional Temporal Convolutional Network and Multi-layer Feature Fusion, IEEE Transactions on Affective Computing, 2023.

  • Y Yang, C Rong, X Zheng, H Cheng, V Chang, X Luo, Z Li, Time Controlled Expressive Predicate Query with Accountable Anonymity, IEEE Transactions on Services Computing, 2022.

  • Q Hu, H Cheng*, X Zhang, C Lin, Trusted Resource Allocation based on Proof-of-reputation Consensus Mechanism for Edge Computing, Peer-to-Peer Networking and Applications, 1-17, 2022.

  • XY Li, Y Zhang, X Liu, X Wang, H Cheng, Reliability Evaluation of Clustered Faults for Regular Networks Under the Probabilistic Diagnosis Model, The Computer Journal, to appear, 2021.

  • H. Cheng*, Q. Hu, X. Zhang, Z. Yu, Y. Yang and N. Xiong*, Trusted Resource Allocation Based on Smart Contracts for Blockchain-enabled Internet of Things, IEEE Internet of Things Journal, 2021, DOI: 10.1109/JIOT.2021.3114438.

  • X. Zhang, H. Cheng*, Z. Yu and N. Xiong*, Design and Analysis of An Efficient Multi-Resource Allocation System for Cooperative Computing in Internet of Things, IEEE Internet of Things Journal, 2021, DOI: 10.1109/JIOT.2021.3094507.

  • Y Yang, R Deng, W Guo*, H Cheng*, X Luo, X Zheng, C Rong, Dual Traceable Distributed Attribute-based Searchable Encryption and Ownership Transfer, IEEE Transactions on Cloud Computing, 2021.

  • H. Cheng*, Y. Shi, L. Wu, Y. Guo, N. Xiong, An Intelligent Scheme for Big Data Recovery in Internet of Things Based on Multi-Attribute Assistance and Extremely Randomized Trees, Information Sciences, vol. 557, May 2021, pp. 66-83, DOI: 10.1016/j.ins.2020.12.041.

  • Hongju Cheng, Zhihuang Su, Naixue Xiong*, Yang Xiao, Energy-efficient Node Scheduling Algorithms for Wireless Sensor Networks, Information Sciences, 2016, 329(2): 461-477.

  • Hongju Cheng, Naixue Xiong, Athanasios V. Vasilakos, Laurence Tianruo Yang, Guolong Chen, Xiaofang Zhuang, Nodes Organization for Channel Assignment with Topology Preservation in Multi-radio Wireless Mesh Networks, Ad Hoc Networks, vol. 10, no. 5, pp. 760-773, 2012.

  • Y. Shi, X. Zhang, Q. Hu, H. Cheng*, Data Recovery Algorithm Based on Generative Adversarial Networks in Crowd Sensing Internet of Things, Personal and Ubiquitous Computing, 2020. DOI: 10.1007/s00779-020-01428-w.

  • Xiaoyan Li, Hongbin Zhuang, Shuming Zhou, Hongju Cheng, Cheng-Kuan Lin, Wenzhong Guo, Reliability Evaluation of Generalized Exchanged-Cubes Based on the Condition of-Good-Neighbor, Wireless Communications and Mobile Computing, 2020. (SCI)

  • Yang Yang, Xindi Huang, Ximeng Liu, Hongju Cheng, Jian Weng, Xiangyang Luo, Victor Chang, A Comprehensive Survey on Secure Outsourced Computation and Its Applications, IEEE Access, vol. 7, pp. 159426 – 159465, 2019. DOI: 10.1109/ACCESS.2019.2949782 (SCI)

  • Neal N. Xiong, Wenliang Wu, Chunxue Wu, Hongju Cheng, An Improved Node Localization Algorithm Based on Positioning Accurately in WSN, Journal of Internet Technology, vol. 20, no. 5, pp. 1323-1332, Sep. 2019. (SCI)

  • Hongju Cheng, Zhe Xie, Yushi Shi, Naixue Xiong, Multi-step Data Prediction in Wireless Sensor Networks Based on One-Dimensional CNN and Bidirectional LSTM, IEEE Access, vol. 7, pp. 117883-117896, 2019. (SCI)

  • H. Cheng, L Wu, R. Li, F Huang, C. Tu, and Z. Yu, Data Recovery in Wireless Sensor Networks Based on Attribute Correlation and Extremely Randomized Trees, Journal of Ambient Intelligence and Humanized Computing, vol. 12, no. 1, pp. 245-259, 2021. DOI: 10.1007/s12652-019-01475-z.

  • Hongju Cheng, Zhe Xie, Leihuo Wu, Zhiyong Yu*, Ruixing Li, Data prediction model in wireless sensor networks based on bidirectional LSTM, EURASIP Journal on Wireless Communications and Networking, 2019, pp. 1-12. (SCI)

  • Ling Yuan, MingLi Wang, Hongju Cheng*, Research of adaptive index based on slide window for spatial-textual query, Multimedia Tools and Applications, 2018, pp. 1-20. (SCI)

  • GuoHui Li, Ping Sun, Ling Yuan*, MingLi Wang, Hongju Cheng, Research on why-not questions of top-K query in orthogonal region, Multimedia Tools and Applications, 2018, pp. 1-23. (SCI)

  • Naixue Xiong, Jinrong Zhu, Jun Lu, Cong Liu, Chunxue Wu, Hongju Cheng*, E-health Web Application Frameworks Based on Cloud Technology, Journal of Internet Technology, 2018, 19(2): 325-340. (SCI)

  • Hongju Cheng, Danyang Feng, Xiaobin Shi, Chongcheng Chen, Data quality analysis and cleaning strategy for wireless sensor networks, EURASIP Journal on Wireless Communications and Networking, 2018, 61: 1-11. (SCI)

  • Hongju Cheng, Zhihuang Su, Jaime Lloret, Guolong Chen, Service-oriented node scheduling scheme for wireless sensor networks using Markov random field model, Sensors, 2014, 14(11): 20940-20962. (SCI)

  • Hongju Cheng, Zhihuang Su, Daqiang Zhang, Jaime Lloret, Zhiyong Yu, Energy-efficient Node Selection Algorithms with Correlation Optimization in Wireless Sensor Networks, International Journal of Distributed Sensor Networks, 2014. (SCIE)

  • Hongju Cheng, Ronglie Guo, Zhihuang Su, Naixue Xiong, Wenzhong Guo, Service-oriented Node Scheduling Schemes with Energy-efficiency in Wireless Sensor Networks, International Journal of Distributed Sensor Networks, 2014. (SCIE)

  • Hongju Cheng, Yongzhao Chen, Naixue Xiong, Feifei Li, Layer-based Data Aggregation and Performance Analysis in Wireless Sensor Networks, Journal of Applied Mathematics, 2013. (SCIE)

  • Hongju Cheng, Naixue Xiong, Laurence T. Yang, Young-Sik Jeong, Distributed Scheduling Algorithms for Channel Access in TDMA Wireless Mesh Networks, Journal of Supercomputing, vol. 63, no. 2, pp. 407-430, 2013. (SCI)

  • Naixue Xiong, Xingbo Huang, Hongju Cheng, Zheng Wan, Energy-Efficient Algorithm for Broadcasting in Ad Hoc Wireless Sensor Networks, Sensors, vol. 13, no. 4, pp. 4922-4946, 2013. (SCIE)

  • Hongju Cheng, Naixue Xiong, Laurence T. Yang, Laurence T. Yang, Guolong Chen, et. al, Links Organization for Channel Assignment in Multi-radio Wireless Mesh Networks, Multimedia Tools and Applications, vol. 25, no. 2, pp. 239-258, 2013. (SCIE)

  • Hongju Cheng, Ronglie Guo, Yuzhong Chen, Node Selection Algorithm with Data Accuracy Guarantee in Service-oriented Wireless Sensor Networks, International Journal of Distributed Sensor Networks, 2013. (SCIE)

  • Wenzhong Guo, Naixue Xiong, Athanasios V. Vasilakos, Guolong Chen, Hongju Cheng, Multi-Source Temporal Data Aggregation in Wireless Sensor Networks, Wireless Personal Communications, vol. 56, pp. 359-370, 2011. (SCIE)

  • Hongju Cheng, Naixue Xiong, Guolong Chen, Xiaofang Zhuang, Channel Assignment with  Topology Preservation for Multi-radio Wireless Mesh Networks, Journal of Communications, vol. 5, no. 1, pp. 63-70, 2010. (EI)

  • Feifei Li, Hongju Cheng, Heuristic Algorithm for Minimum-Latency Data Aggregation in  Three-Dimensional Wireless Sensor Networks, Journal of Communications and Information Sciences, vol. 2, no. 3, pp. 1-13, 2012.

  • Jianmin Huang, Hongju Cheng, A Target Localization Algorithm with Grid-based Probability in 3-dimensional Wireless Sensor Networks, Journal of Fuzhou University (Natural Science Edition), vol. 40, no. 5, pp. 578-583, 2012. (In Chinese)

  • Hongju Cheng, Xiaofang Zhuang, A Novel Access Scheduling Algorithm in Multi-Channel Multi-Radio Wireless Mesh Networks, Journal of Fuzhou University (Natural Science Edition), vol. 37, no. 6, pp. 812-817, 2009. (In Chinese)

  • Hongju Cheng, Xingbo Huang, Naixue Xiong, Minimum-energy Broadcast Algorithm for Wireless Sensor Networks in Unreliable Communication Environment, Journal of Software, 2014. (In Chinese, EI)

  • Yongzao Chen, Hongju Cheng, Minimum-Latency Aggregation Scheduling Algorithm in Multi-Sink Wireless Sensor Networks, Journal of Chinese Computer Systems, 2013.



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