研究方向:边缘计算、机器学习、多模态、数字孪生、区块链
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beat365中国在线体育,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beat365中国在线体育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
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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。
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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。
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某企业横向课题,2019 – 2024,120万。
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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。
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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。
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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。
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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。
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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。
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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。
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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。
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beat365中国在线体育科技发展基金,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)
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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.
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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.
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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.
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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. DOI: 10.1109/TCC.2021.3090519.
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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.
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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.
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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, Online.
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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
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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.
Cheng, H., Wu, L., Li, R. et al. Data recovery in wireless sensor networks based on attribute correlation and extremely randomized trees. J Ambient Intell Human Comput (2019). https://doi.org/10.1007/s12652-019-01475-z
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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.
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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.
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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.
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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.
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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.
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Hongju Cheng, Zhihuang Su, Naixue Xiong, Yang Xiao, Energy-efficient Node Scheduling Algorithms for Wireless Sensor Networks, Information Sciences, 2016, 329(2): 461-477.