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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。2025年拟招收学术型博士生1名(2025年9月入学),请有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:


  • 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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