崔來中

崔來中

崔來中,男,博士,特聘教授,博士生導師,教育部青年CJ學者,廣東省青年珠江學者,深圳大學計算機與軟體學院副院長,人工智慧與數字經濟廣東省實驗室(深圳)主任助理,粵港現代信息服務省部共建協同創新中心副主任,國際電子工程師學會高級會員(IEEE Senior Member),中國計算機學會高級會員(CCF Senior Member),人工智慧學會(CAAI)會員,CCF網際網路專委會常委,CCF大數據專家委員會委員、CCF區塊鏈專委會委員,CAAI知識工程與分布智慧型委員會副秘書長。2007年6月于吉林大學計算機與軟體學院獲工學學士學位,2012年6月於清華大學計算機科學與技術系獲計算機科學與技術博士學位,師從吳建平院士。研究領域包括:下一代網際網路體系結構、軟體定義網路、工業網際網路、邊緣計算、區塊鏈、分散式機器學習和智慧型計算。擔任SCI期刊《IEEE Transactions on Cloud Computing 》、《IEEE Internet of Things Journal》、《IEEE Transactions on Network and Service Management 》和《International Journal of Machine Learning and Cybernetics 》的副編輯。已主持國家重點研發計畫課題、國家自然科學基金、深圳市優青(首屆)等科研項目10多項。在國內外重要期刊以及國際會議上發表SCI/EI檢索論文100餘篇;以第一作者出版教材1本,負責廣東省一流本科課程《計算機網路》。

基本介紹

  • 中文名:崔來中
  • 學位/學歷:博士
  • 專業方向:下一代網際網路體系結構
  • 職務:博士生導師
  • 任職院校:深圳大學計算機與軟體學院
  • 地址:深圳大學滄海校區致騰樓計算機與軟體學院827辦公室
  • 職稱:特聘教授
教育和工作經歷,研究領域,榮譽獎項,教學課程,學術成果,科研項目,學術兼職,

教育和工作經歷

  • 2022年: 深圳大學計算機與軟體學院 特聘教授
  • 2021年至2022年: 深圳大學計算機與軟體學院 教授(破格)
  • 2017年至2020年: 深圳大學計算機與軟體學院副教授
  • 2012年至2016年: 深圳大學計算機與軟體學院講師
  • 2007年至2012年: 清華大學計算機科學與技術系 博士(導師:吳建平院士)
  • 2003年至2007年: 吉林大學計算機科學與技術學院 學士

研究領域

  • 網際網路體系結構
  • 大數據和AI驅動的網路最佳化與設計
  • 工業網際網路
  • 邊緣計算與物聯網
  • 軟體定義網路 (SDN)
  • 智慧型計算

榮譽獎項

  • 深圳市優秀教師,2022
  • 國家級青年人才,2021
  • 深圳市優青,2020
  • 廣東省青年珠江學者,2019
  • 深圳市高層次人次,2018
  • 深圳大學荔園優青,2017

教學課程

  • 《計算機基礎》
  • 《計算機網路》
  • 《Web應用程式開發》
  • 《下一代網際網路技術》
  • 《網路規劃和系統集成》

學術成果

  • 期刊論文:
  • Yulin He, Xuan Ye, Laizhong Cui (Corresponding author) , Philippe Fournier-Viger, Chengwen Luo, Joshua Zhexue Huang, and Ponnuthurai Nagaratnam Suganthan. Wireless Network Slice Prediction with Incremental Random Vector Functional Link Network, IEEE Transactions on Network Science and Engineering, DOI: 10.1109/TNSE.2022.3178740.
  • Laizhong Cui, Zhe Xiao, Fei Chen, Hua Dai, Jianqiang Li. Protecting Vaccine Safety: An Improved, Blockchain-based, Storage-efficient Scheme, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2022.3163743.
  • Kuanishbay Sadatdiynov, Laizhong Cui (Corresponding author), Lei Zhang, Joshua Zhexue Huang, Salman Salloum, Mohammad Sultan Mahmud. A Review of Optimization Methods for Computation Offloading in Edge Computing Networks, Digital Communications and Networks, DOI: 10.1016/j.dcan.2022.03.003.
  • Laizhong Cui, Erchao Ni, Yipeng Zhou, Zhi Wang, Lei Zhang, Jiangchuan Liu, Yuedong Xu. Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution, IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2021.3125803.
  • Laizhong Cui, Ziteng Chen, Shu Yang, Ruiyu Chen, Zhong Ming. A Secure and Decentralized DLaaS Platform for Edge Resource Scheduling against Adversarial Attacks, IEEE Transactions on Computers, DOI: 10.1109/TC.2021.3074806.
  • Laizhong Cui, Jiating Ma, Yipeng Zhou, Shui Yu. Boosting Accuracy of Differentially Private Federated Learning in Industrial IoT with Sparse Responses, IEEE Transactions on Industrial Informatics, Vol 19, No.1, Jan. 2023, pp. 910-920.
  • Kuanishbay Sadatdiynova, Laizhong Cui (Corresponding author) , Lei Zhang, Joshua Zhexue Huang, Neal N. Xiong, and Chengwen Luoa. An Intelligent Hybrid Method: Multi-objective Optimization for MEC-enabled Devices of IoE, Journal of Parallel and Distributed Computing, Vol 171, Jan. 2023, pp. 1-13.
  • Shu Yang, Ruiyu Chen, Laizhong Cui (Corresponding author) , Xiaolei Chang. Intelligent Segment Routing: Towards Load Balancing with Limited Control Overheads, Big Data Mining and Analytics, Vol.6, Issue 1, Jan. 2023, pp. 55 - 71.
  • Laizhong Cui, Xiaoxin Su, Yipeng Zhou. A Fast Blockchain-Based Federated Learning Framework with Compressed Communications, IEEE Journal on Selected Areas in Communications, Vol. 40, Issue 12, Dec. 2022, pp. 3358 - 3372.
  • Zhongxing Ming, Mingzhao Zhou, Laizhong Cui (Corresponding author), Shu Yang. FAITH: A Fast Blockchain-assisted Edge Computing Platform for Healthcare Applications, IEEE Transactions on Industrial Informatics,, Vol 18, No.12, Dec. 2022, pp. 9217-9226.
  • Laizhong Cui, Sudipta Acharya, Yi Pan. MMCo-Clus – An Evolutionary Co-clustering Algorithm for Gene Selection, IEEE Transactions on Knowledge and Data Engineering, Vol 34, No.9, Sep. 2022, pp. 4371-4384.
  • Shu Yang, Qingzhen Dong, Laizhong Cui (Corresponding author) , Xun Chen, Siyu Lei, Yulei Wu, Chengwen Luo. EC-MASS: Towards an Efficient Edge Computing-based Multi-Video Scheduling System, Computer Communications, Vol. 193, Sep. 2022, pp. 355-364.
  • Laizhong Cui, Yulei Wu, Ryan Ko, Alex Ladur, and Jianping Wu. Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond. ACM Transactions on Sensor Networks, Vol. 18, No. 3, Aug. 2022, Article 40e, pp. 1-3.
  • Laizhong Cui, Xiaoxin Su, Zhongxing Ming, Ziteng Chen, Shu Yang, Yipeng Zhou, Wei Xiao. CREAT: Blockchain-assisted Compression Algorithm of Federated Learning for Content Caching in Edge Computing, IEEE Internet of Things Journal, Vol. 9, No.16, Aug. 2022, pp. 14151-14161.
  • Zhongxing Ming, Jinshen Chen, Laizhong Cui (Corresponding author), Shu Yang, Yi Pan, Wei Xiao, Lixi Zhou. Edge-based Video Surveillance with Graph-Assisted Reinforcement Learning in Smart Construction, IEEE Internet of Things Journal, Vol. 9, No. 12, 15 June, 2022, pp. 9249-9265.
  • Sudipta Acharya, Laizhong Cui(Corresponding author), and Yi Pan. A refined 3-in-1 fused protein similarity measure:application in threshold-free hub detection, IEEE Transactions on Computational Biology and Bioinformatics, Vol. 19, Issue 1, Jan-Feb. 2022, pp. 192-206.
  • Yulei Wu, Laizhong Cui, Victor C. M. Leung, Tarik Taleb, Sangheon Pack. Towards efficient and flexible management and interworking techniques for Industrial Internet of Things. Computer Networks, Vol. 200, Dec. 2021, Article 108541, pp. 1-3.
  • 楊術,陳子騰,崔來中(通訊作者),明中行,程路,唐小林,蕭偉.功能分發網路:基於容器的智慧型邊緣計算平台.軟體學報,2021,32(12):3945-3959.
  • Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan. Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates, IEEE Journal on Selected Areas in Communications,Vol. 39, Issue 8, Aug. 2021, pp. 2572-2589.
  • Laizhong Cui, Zhe Xiao, Jiahao Wang, Fei Chen, Yi Pan, Hua Dai, Jing Qin. Improving Vaccine Safety Using Blockchain, ACM Transactions on Internet Technology, Vol. 21, No. 2, Article 38, June 2021, pp. 1-24.
  • Shu Yang, Kunkun Xu, Laizhong Cui(Corresponding author), Zhongxing Ming, Ziteng Chen, Zhong Ming. EBI-PAI: Towards An Efficient Edge-Based IoT Platform for Artificial Intelligence, IEEE Internet of Things Journal, Vol. 8, No. 12, June, 2021, pp. 9580 - 9593.
  • Laizhong Cui, Dongyuan Su, Yipeng Zhou, Lei Zhang, Yulei Wu, Shiping Chen. Edge Learning for Surveillance Video Uploading Sharing in Public Transport Systems, IEEE Transactions on Intelligent Transportation Systems, Vol. 22, No.4, April 2021, pp. 2274-2285.
  • Laizhong Cui, Ziteng Chen, Shu Yang, Zhongxing Ming, Qi Li, Yipeng Zhou, Shiping Chen and Qinghua Lu. A Blockchain-based Containerized Edge Computing Platform for the Internet of Vehicles, IEEE Internet of Things Journal, Vol. 8, No. 4, 15 Feb., 2021, pp. 2395-2408.
  • Laizhong Cui, Dongyuan Su, Shu Yang, Zhi Wang and Zhong Ming. TCLiVi: Transmission Control in Live Video Streaming Based on Deep Reinforcement Learning,IEEE Transactions on Multimedia, vol. 23, pp. 651-663, 2021.
  • Sudipta Acharya, Laizhong Cui(Corresponding author), Yi Pan. Multi-view feature selection for identifying gene markers: A diversied biological data driven approach, BMC Bioinformatics, 21, 483 (2020), pp. 1-31.
  • Sudipta Acharya, Laizhong Cui(Corresponding author), Yi Pan. A consensus multi-view multi-objective gene selection approach for improved sample classification, BMC Bioinformatics, 21, 386 (2020), pp.1-16.
  • Juan Zhang, Yulei Wu, Geyong Min, Fei Hao, Laizhong Cui. Balancing Energy Consumption and Reputation Gain of UAV Scheduling in Mobile Edge Computing, IEEE Transactions on Cognitive Communications and Networking, Vol. 6, Issue 4, Dec. 2020, pp. 1204-1217.
  • Fei Chen, Zhe Xiao, Laizhong Cui (Corresponding author), Qiuzhen Lin, Jianqiang Li, Shui Yu. Blockchain for Internet of Things Applications: A Review and Open Issues, Journal of Network and Computer Applications, Volume 172, 1 December 2020, 102839, pp. 1-17.
  • Shu Yang, Lu Bai, Laizhong Cui (Corresponding author), et al. An Efficient Pipeline Processing Scheme for Programming Protocolindependent Packet Processors, Journal of Network and Computer Applications,Volume 171, 1 December 2020, 102806, pp. 1-14.
  • Shu Yang, Laizhong Cui (Corresponding author), Ziteng Chen, Wei Xiao. An Efficient Approach to Robust SDN Controller Placement for Security, IEEE Transactions on Network and Service Management, Vol. 17, No. 3, Sept. 2020, pp. 1669-1682.
  • Laizhong Cui, Zuxian Yuan, Zhongxing Ming, Shu Yang. Improving the Congestion Control Performance for Mobile Networks in High-Speed Railway via Deep Reinforcement Learning, IEEE Transactions on Vehicular Technology, Vol. 69, No. 6, June 2020, pp. 5864-5875.
  • Shu Yang, Laizhong Cui (Corresponding author), Xinhao Deng, Qi Li, Yulei Wu, Mingwei Xu, Dan Wang, Jianping Wu. FISE: A Forwarding Table Structure for Enterprise Networks, IEEE Transactions on Network and Service Management, Vol. 17, No. 2, June 2020, pp. 1181-1196.
  • Shu Yang, Qiuling Huang, Laizhong Cui(Corresponding author), Kunkun Xu, Zhong Ming, Zhenkun Wen, Variable-Grouping-based Exponential Crossover for Differential Evolution Algorithm, International Journal of Bio-Inspired Computation, Vol. 15, No. 3, May 2020, pp. 147-158.
  • Laizhong Cui, Shu Yang, Ziteng Chen, Yi Pan, Zhong Ming, Mingwei Xu. A Decentralized and Trusted Edge Computing Platform for Internet of Things, IEEE Internet of Things Journal, Vol. 7, Issue 5, May 2020, pp. 3910-3922.
  • Laizhong Cui, Shu Yang, Ziteng Chen, Yi Pan, Mingwei Xu and Ke Xu. An Efficient and Compacted DAG-based Blockchain Protocol for Industrial Internet of Things, IEEE Transactions on Industrial Informatics, Vol. 16, Issue 6, June 2020, pp. 4134-4145.
  • Muhammad Azhar, Joshua Zhexue Huang, Md Abdul Masud, Mark Junjie Li, Laizhong Cui. A hierarchical Gamma Mixture Model-based method for estimating the number of clusters in complex data, Applied Soft Computing, Vol. 87, Feb. 2020, Article 105891, pp. 1-20.
  • Laizhong Cui, Chong Xu, Shu Yang, Joshua Zhexue Huang, Jianqiang Li, Xizhao Wang, Zhong Ming, Nan Lu. Joint Optimization of Energy Consumption and Latency in Mobile Edge Computing for Internet of Things. IEEE Internet of Things Journal, Vol. 6, Issue 3, June 2019, pp. 4791-4803.
  • Laizhong Cui, Genghui Li, Zexuan Zhu, Zhong Ming, Zhenkun Wen, and Nan Lu. Differential evolution algorithm with dichotomy based parameter space compression, Soft Computing. Volume 23, May 2019, Issue 11, pp. 3643–3660
  • Yuan Zuo, Yulei Wu, Geyong Min, and Laizhong Cui. Learning-based network path planning for traffic engineering, Future Generation Computer Systems. Vol. 92, March. 2019, pp. 59-67.
  • Laizhong Cui, Genghui Li, Yanli Luo, Fei Chen, Zhong Ming, Nan Lu and Jian Lu. An enhanced artificial bee colony algorithm with dual-population framework, Swarm and Evolutionary Computation. Vol. 43, Dec. 2018, pp. 184-206.
  • Chuang Lin, Jiwei Huang, Ying Chen and Laizhong Cui. Thinking and methodology of multi-objective optimization, International Journal of Machine Learning and Cybernetics, Volume 9, Dec. 2018, Issue 12, pp. 2117–2127.
  • Laizhong Cui, Qiuling Huang, Genghui Li, Shu Yang, Zhong Ming, Zhenkun Wen, Nan Lu and Jian Lu. Differential Evolution Algorithm with Tracking Mechanism and Backtracking Mechanism, IEEE Access. Vol. 6, Dec. 2018, Issue 1, pp. 44252-44267.
  • Laizhong Cui, Kai Zhang, Genghui Li, Xizhao Wang, Shu Yang, Zhong Ming, Joshua Zhexue Huang, and Nan Lu. A smart artificial bee colony algorithm with distance-fitness-based neighbor search and its application, Future Generation Computer Systems. Vol. 89, Dec. 2018, pp. 478-493.
  • Chuang Lin, Jie Hu, Guoliang Li and Laizhong Cui. A Review on the Architecture of Software Defined Network, Chinese Journal of Electronics, Volume 27, Nov. 2018, No. 6, pp. 1111-1117.
  • Laizhong Cui, Genghui Li, Zexuan Zhu, Zhenkun Wen, Nan Lu, and Jian Lu. A novel differential evolution algorithm with self-adaptation parameter control method by differential evolution, Soft Computing. Volume 22, Sep. 2018, Issue 18, pp. 6171–6190..
  • Laizhong Cui, Wenyuan Huang, Qiao Yan, F. Richard Yu, Zhenkun Wen, and Nan Lu. A novel context-aware recommendation algorithm with two-level SVD in social networks, Future Generation Computer Systems. Vol. 86, Sep. 2018, pp. 1459-1470.
  • Laizhong Cui, Shu Yang, Fei Chen, Zhong Ming, Nan Lu and Qin Jing. A survey on application of machine learning for Internet of Things, International Journal of Machine Learning and Cybernetics, Volume 9, August 2018, Issue 8, pp. 1399–1417.
  • Hui Wang, Wenjun Wang, Laizhong Cui (Corresponding author), Hui Sun, Jia Zhao, Yun Wang and Yu Xue. A Hybrid Multi-Objective Firefly Algorithm for Big Data Optimization, Applied Soft Computing. Vol. 69, August 2018, pp. 806-815.
  • Laizhong Cui, Chong Xu, Genghui Li, Zhong Ming, Yuhong Feng, and Nan Lu. A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network. Applied Soft Computing, Vol. 68, July 2018, pp. 39-52.
  • Laizhong Cui, Kai Zhang, Genghui Li, Xianghua Fu, Zhenkun Wen, Nan Lu, and Jian Lu. Modified Gbest-guided artificial bee colony algorithm with new probability model, Soft Computing. Volume 22, April 2018, Issue 7, pp. 2217–2243.
  • Xianghua Fu, Xudong Sun, Haiying Wu, Laizhong Cui(Corresponding author), and Joshua Zhexue Huang. Weakly Supervised Topic Sentiment Joint Model with Word Embeddings. Knowledge-Based System. Vol. 147, May 2018, pp.43-54.
  • Laizhong Cui, Huaixiong Hu, Shui Yu, Qiao Yan, Zhong Ming, Zhenkun Wen and Nan Lu. DDSE: A novel evolutionary algorithm based on degree-descending search strategy for influence maximization in social networks, Journal of Network and Computer Applications, Vol. 103, Feb. 2018, pp. 119-130.
  • Qiuzhen Lin, Miaomiao Zhu, Genghui Li, Wenjun Wang, Laizhong Cui, Jianyong Chen, and Jian Lu. A novel artificial bee colony algorithm with local and global information interaction. Applied Soft Computing, Vol. 62, Jan. 2018, pp. 702-735.
  • Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Ka-Chun Wong, Jianyong Chen, Nan Lu, and Jian Lu. Adaptive Multiple-Elites-Guided Composite Differential Evolution Algorithm with a Shift Mechanism. Information Sciences, Vol. 422, Jan. 2018, pp. 122-143.
  • Laizhong Cui, Genghui Li, Xizhao Wang, Qiuzhen Lin, Jianyong Chen, Nan Lu, and Jian Lu. A ranking-based adaptive artificial bee colony algorithm for global numerical optimization. Information Sciences, Vol. 417, Nov. 2017, pp. 169-185.
  • Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Zhenkun Wen, Nan Lu, Ka-Chun Wong, and Jianyong Chen. A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization. Information Sciences, Vol. 414, Nov. 2017, pp. 53-67.
  • Hui Wang, Xinyu Zhou, Hui Sun, Xiang Yu, Jia Zhao, Hai Zhang, and Laizhong Cui (Corresponding author). Firefly algorithm with adaptive control parameters. Soft Computing. Vol. 21, Issue 17, Sep. 2017, pp. 5091-5102.
  • Laizhong Cui, Linyong Dong, Xianghua Fu, Zhenkun Wen, Nan Lu, and Guanjing Zhang. A video recommendation algorithm based on the combination of video content and social network. Concurrency and Computation: Practice and Experience. Vol. 29, Issue 14, July 2017, pp. 1-20.
  • Xianghua Fu, Wangwang Liu, Yingying Xu, and Laizhong Cui (Corresponding author). Combine HowNet lexicon to train phrase recursive autoencoder for sentence-level sentiment analysis, Neurocomputing, Vol. 241, 7 June 2017, pp. 18-27.
  • Laizhong Cui, Peng Ou, Xianghua Fu, Zhenkun Wen, and Nan Lu. A novel multi-objective evolutionary algorithm for recommendation systems. Journal of Parallel and Distributed Computing, Volume 103, May 2017, pp. 53-63.
  • Genghui Li, Laizhong Cui (Corresponding author), Xianghua Fu, Zhenkun Wen, Nan Lu, and Jian Lu. Artificial bee colony algorithm with gene recombination for numerical function optimization, Applied Soft Computing, Vol. 52, March 2017, pp. 146-159.
  • Laizhong Cui, Lili Sun, Xianghua Fu, Nan Lu, and Guanjing Zhang. Exploring A Trust Based Recommendation Approach for Videos in Online Social Network. Journal of Signal Processing and Systems, 86(2-3):207-219, 2017.
  • Laizhong Cui, Genghui Li, Qiuzhen Lin, Zhihua Du, Weifeng Gao, Jianyong Chen, and Nan Lu. A novel artificial bee colony algorithm with depth-first search framework and elite-guided search equation. Information Sciences, Vol. 367-368, Nov. 2016, pp. 1012-1044.
  • Leigen Cheng, Laizhong Cui (Corresponding author), and Yong Jiang. CPA-VoD: Cloud and Peer-Assisted Video on Demand System for Mobile Devices. Journal of Computer Science and Technology, 31(6), Nov. 2016, pp.1087-1095.
  • Genghui Li, Qiuzhen Lin, Laizhong Cui, Zhihua Du, Zhengping Liang, Jianyong Chen, Nan Lu, and Zhong Ming. A novel hybrid differential evolution algorithm with modified CoDE and JADE. Applied Soft Computing, Vol. 47, Oct. 2016, pp. 577-599.
  • Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, and Nan Lu. Adaptive Differential Evolution Algorithm with Novel Mutation Strategies in Multiple Subpopulations. Computers & Operations Research, Vol. 67, March 2016, pp. 155-173.
  • Laizhong Cui, F. Richard Yu, and Qiao Yan. When Big Data Meets Software-defined Networking (SDN): SDN for Big Data and Big Data for SDN. IEEE Network, Vol. 30, no.1, January-February 2016, pp.58-65.
  • Xianghua Fu, Jianqiang Li, Kun Yang, Laizhong Cui, and Lei Yang. Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts. Neurocomputing, Vol. 171, Jan. 2016, pp. 412-424.
  • Xianghua Fu, Kun Yang, Joshua Zhexue Huang, and Laizhong Cui (Corresponding author). Dynamic non-parametric joint sentiment topic mixture model. Knowledge-Based System. Vol. 82, July 2015, pp. 102-114.
  • Laizhong Cui, Lei Qin, and Nan Lu. A Fast Overlapping Community Detection Algorithm with Self-correcting Ability. The Scientific World Journal, vol. 2014, Article ID 738206.
  • Laizhong Cui, Nan Lu, and Fu Chen. Exploring a QoS Driven Scheduling Approach for Peer-to-Peer Live Streaming Systems with Network Coding. The Scientific World Journal, vol. 2014, Article ID 513861.
  • Laizhong Cui, Yong Jiang, Jianping Wu, and Shutao Xia. An Optimal Pull-Push Scheduling Algorithm based on Network Coding for Mesh Peer-to-Peer Live Streaming. IEICE Transaction on Communications, Vol.E95-B(6), pp.2022-2033, 2012.
  • Jinyi Zhou, Shutao Xia, Yong Jiang, Haitao Zheng, and Laizhong Cui. Maximum Multiflow in Wireless Network Coding. IEICE Transaction on Communications, Vol.E96-B(7), pp.1780-1790, 2013.
  • Laizhong Cui, Jianping Wu, Yong Jiang, Jiahai Yang, and Yong Yu. A Topology Formation Algorithm for Unstructured P2P Streaming Systems. Journal of Tsinghua University (Science & Technology), Vol.51, No.12, pp.1819-1823,2011.
  • 會議論文:
  • Dongyuan Su, Yipeng Zhou, Laizhong Cui (Corresponding author). Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources, In Proceedings of ICNP 2022, Oct. 30-Nov. 2 2022, pp. 1-11.
  • Yaodong Huang, Zelin Lin, Tingting Yao, Xiaojun Shang, Laizhong Cui (Corresponding author) and Zhexue Huang. Mobility-aware Seamless Virtual Function Migration in Deviceless Edge Computing Environments,In Proceedings of IEEE ICDCS 2022, July 10–13 2022, pp. 447-457.
  • Ximing Wu, Lei Zhang, Laizhong Cui. QoE-aware Download Control and Bitrate Adaptation for Short Video Streaming. In Proceedings of ACM Multimedia 2022 (MM),Oct. 10–14 2022, pp. 7115-7119.
  • Kui Jiang, Zhongyuan Wang, Chen Chen, Zheng Wang, Laizhong Cui, Chia-Wen Lin. Magic ELF: Image Deraining Meets Association Learning and Transformer. In Proceedings of ACM Multimedia 2022 (MM),Oct. 10–14 2022, pp. 827-836.
  • Lei Zhang, Weizhen Xu, Donghuan Lu, Laizhong Cui (Corresponding author), Jiangchuan Liu. MFVP: Mobile-frinedly Viewport Pridiction for Live 360-degree Video Streaming, In Proceedings of ICME 2022, July 18-22 2022, pp. 1-6.
  • Laizhong Cui, Xiaoxin Su, Yipeng Zhou and Jiangchuan Liu. Optimal Rate Adaption in Federated Learning with Compressed Communications. In Proceedings of IEEE INFOCOM 2022,May 2-5 2022, pp. 1459-1468.
  • Lei Zhang, Yuqing Zhang, Ximing Wu, Fangxin Wang, Laizhong Cui (Corresponding author), Zhi Wang, and Jiangchuan Liu. Batch Adaptative Streaming for Video Analytics. In Proceedings of IEEE INFOCOM 2022,May 2-5 2022, pp. 2158-2167.
  • Ximing Wu, Lei Zhang, Yingfeng Wu, Haobin Zhou, Laizhong Cui. Delay-sensitive and Priority-aware Transmission Control for Real-time Multimedia Communications. In Proceedings of ACM Multimedia Asia 2021 (MM),Dec. 1–3 2021, pp. 58:1-58:5.
  • Dongyuan Su, Laizhong Cui (Corresponding author), Lei Zhang, Yanyan Suo, and Yan Qiu. Rate Adaptation and Block Scheduling for Delay-sensitive Multimedia Applications. In Proceedings of ACM Multimedia 2021 (MM),Oct. 20–24 2021, pp. 4828-4832.
  • Lei Zhang, Yanyan Suo, Ximing Wu, Feng Wang, Yuchi Chen, Laizhong Cui (Corresponding author), Jiangchuan Liu, Zhong Ming. TBRA: Tiling and Bitrate Adaptation for Mobile 360-Degree Video Streaming. In Proceedings of ACM Multimedia 2021 (MM),Oct. 20–24 2021, pp. 4007-4015.
  • Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang. ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. In Proceedings of GlobeCom 2020,Dec. 7–11 2020, Taipei, Taiwan, 2020.
  • Hongyang Wang, Qingfei Meng, Ju Fan, Yuchen Li, Laizhong Cui, Xiaoman Zhao, Chong Peng, Gong Chen, Xiaoyong Du. Social Influence Does Matter: User Action Prediction for In-Feed Advertising. In Proceedings of AAAI 2020,Feb. 7–12 2020, pp. 246-253, New York, USA, 2020.
  • Sudipta Acharya, Laizhong Cui(Corresponding author), Yi Pan,A consensus multi-view multi-objective gene selection approach for improved sample classification. In Proceedings of APBC 2020, February 12-14, 2020, Seoul, Korea, 2020.
  • Shan Huang, Zhi Wang, Laizhong Cui, Yong Jiang, Rui Gao. Fine-grained Fitting Experience Prediction: A 3D-slicing Attention Approach. In Proceedings of ACM Multimedia 2019 (MM),Oct. 21–25 2019, pp. 953-961, Nice, France, 2019.
  • Shu Yang, Ziteng Chen, Laizhong Cui (Corresponding author), Mingwei Xu, et al. CoDAG: An efficient and compacted DAG-based blockchain protocol. In Proceedings of IEEE International Conference on Blockchain (Blockchain),July 14–17 2019, pp. 314-318, Atlanta, USA, 2019.
  • Sudipta Acharya, Laizhong Cui, Yi Pan. Automated Hub-Protein Detection via a New Fused Similarity Measure-Based Multi-objective Clustering Framework. In Proceedings of International Symposium on Bioinformatics Research and Applications (ISBRA),June 3-9 2019, pp. 138-145, Barcelona, Spain, 2019.
  • Wenye Li, Jiawei Zhang, Jianjun Zhou, Laizhong Cui. Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI 2018),July 13-19 2018, pp. 4187-4193, Stockholm, Sweden, 2018.
  • Laizhong Cui, Leigen Cheng, Yong Jiang, and Qiao Yan. A multi-objective evolutionary cloud leasing algorithm for cloud and peer assisted VoD systems. In Proceedings of International Conference on Globe Communication (GlobeCom), Dec. 2017, Singapore.
  • Zitao Chen, Laizhong Cui, Yong Jiang, and Zhi Wang. Understanding Viewing Engagement and Video Quality in a Large-scale Mobile Video System. In Proceedings of IEEE Symposium on Computers and Communications (ISCC), June 2017, Heraklion, Greece.
  • Laizhong Cui, Yanli Luo, Genghui Li, and Nan Lu. Artificial Bee Colony Algorithm with Hierarchical Groups for Global Numerical Optimization. In Proceedings of International Conference on Smart Computing and Communication (SmartCom), Dec. 2016, Shenzhen, China, pp. 72-85. (Best paper award)
  • Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu, and Guanjing Zhang. Artificial Bee Colony Algorithm Based on Neighboring Information Learning. In Proceedings of International Conference on Neural Information Processing (ICONIP), Oct 2016, Kyoto, Japan.
  • Laizhong Cui, Peng Ou, Nan Lu, and Guanjing Zhang. A Comprehensive Trust-Based Item Evaluation Model for Recommendation in Social Network. In Proceedings of IEEE Symposium on Computers and Communications (ISCC), June 2016, pp.502-207, Messina, Italy, 2016.
  • Laizhong Cui, Genghui Li, Li Li, Qiuzhen Lin, Jianyong Chen, and Nan Lu. Enhance differential evolution algorithm based on novel mutation strategy and parameter control method. In Proceedings of International Conference on Neural Information Processing (ICONIP), Nov 2015, pp.634-643, Istanbul, Turkey.
  • Laizhong Cui, Genghui Li, Xianghua Fu, and Nan Lu. CPPStreaming: a Cloud-assisted Peer-to-Peer Live Streaming System. In Proceedings of IEEE International Conference on High Performanc Computing and Communications (HPCC), Aug. 2015, pp.496-503, New York, USA, 2015.
  • Laizhong Cui, Genghu Li, Lili Sun, and Nan Lu. Exploring a framework of a cloud-assisted Peer-to-Peer live streaming. In Proceedings of, International Conference on Network Security and Communication Engineering (NSCE), Dec. 2014, Hongkong, China, 2014.
  • Laizhong Cui and Nan Lu. SocialStreaming: P2P-assisted Streaming in Social Networks. In Proceedings of IEEE Symposium on Computers and Communications (ISCC), July 2013, pp.502-207, Split, Croatia, 2013.
  • Laizhong Cui and Nan Lu. LANCStream: A Locality-aware and Network Coding-based P2P Live Streaming System. In Proceedings of IEEE International Conference on High Performance Computing and Communications (HPCC), Nov. 2013, pp. 496-503, Zhangjiajie, China, 2013.
  • Laizhong Cui, Guibin Hua, and Nan Lu. A Dynamic 6LoWPAN Context Table Maintaining Algorithm. In Proceedings of IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), July 2013, pp. 1458-1463, Cagliari, Italy, 2013.
  • Laizhong Cui, Yuanyuan Jin, and Nan Lu. The Research on Trust Computation Model for C2C E-commerce. In Proceedings of International Conference on Intelligent Systems and Knowledge Engineering (ISKE), Nov. 2013, pp. 371-381, Shenzhen, China, 2013.
  • Yiming Zhou, Laizhong Cui, Yong Jiang, and Mingwei Xu. Modeling and Optimizing the Cache Deployment with Filter Effect in Multi-Cache System. IEEE Symposium on Computers and Communications (ISCC), July 2013, Split, Croatia, 2013.
  • Hongke Hu, Yong Jiang, Laizhong Cui, Shutao Xia, and Haitao Zheng. An Optimal Segment Replication Strategy in P2P-VoD Systems. IEEE Symposium on Computers and Communications (ISCC), July 2013, Split, Croatia, 2013.
  • Chao Dai, Yong Jiang, Shutao Xia, Haitao Zheng, and Laizhong Cui. A Traffic Localization Strategy for Peer-to-Peer Live Streaming. IEEE Symposium on Computers and Communications (ISCC), July 2013, Split, Croatia, 2013.
  • Laizhong Cui, Yong Jiang, and JianpingWu. Optimizing Push Scheduling Algorithm based on Network Coding for Mesh Peer-to-Peer Live Streaming. In Proceedings of IEEE International Conference on Communications (ICC), June 2012, pp.2075-2080, Ottawa, Canada, 2012.
  • Laizhong Cui, Yong Jiang, and Jianping Wu. Employing QoS Driven Neighbor Selection for Heterogeneous Peer-to-Peer Streaming. In Proceedings of IEEE International Conference on Communications (ICC), June 2011, pp.1-6, Kyoto, Japan, 2011.
  • Xiaoqun Li, Laizhong Cui, and Shutao Xia. An Effective Transmission Scheduling Mechanism with Network Coding for Adaptive P2P Streaming. In Proceedings of International Conference on Multimedia Technology (ICMT), July 2011, 4820-4844, Hangzhou, China, 2011.
  • Laizhong Cui, Zongying Zhang, Yong Jiang, and Jianping Wu. Building Locality-aware P2P Topology Formation Protocol for Heterogeneous Systems. In Proceedings of International Conference on Communications and Mobile Computing (CMC), April 2010, pp.304-308, Shenzhen, China.
  • Mingqiu Wang, Shutao Xia, Heguang Su, and Laizhong Cui. A Quantization Schema with Negligible Degradation for LDPC Decoder. In Proceedings of International Conference on Wireless Communications, Networking and Information Security (WCNIS), June 2010, pp.243-247, Beijing, China, 2010.

科研項目

  1. 深圳市優秀科技創新人才培養項目-優青項目“ 未來智慧型網際網路(No.RCYX20200714114645048)“,2021.4-2024.4
  2. 國家重點研發計畫課題“一體化融合網路路由體系(No.2018YFB1800302)”, 2019.7-2022.7
  3. 國家自然科學基金面上項目“數據驅動的移動視頻傳輸關鍵技術研究(No. 61772345)”, 2018.1-2021.12
  4. 國家自然科學基金青年基金“雲計算與對等計算混合環境下流媒體分發關鍵技術研究(No. 61402294)”, 2015.1-2017.12
  5. 廣東省自然科學基金項目“基於雲計算的P2P流媒體傳輸關鍵技術研究 (No. S2013040012895)”,2013.10-2015.10
  6. 廣東省教育廳育苗工程(自然科學)項目“基於雲計算的P2P流媒體傳輸關鍵技術研究 (No. 2013LYM_0076)”,2014.1-2015.12
  7. 深圳市基礎研究計畫國際合作項目“ 網路環境感知的智慧型路由關鍵技術研究(No.GJHZ20190822095416463 )“,2020.7-2022.6
  8. 深圳市基礎研究計畫面上項目“智慧型驅動的流媒體傳輸關鍵技術研究(No.JCYJ20190808142207420 )“,2020.2-2023.2
  9. 深圳市基礎研究計畫項目“基於數據驅動的移動視頻分發關鍵技術研究(No.JCYJ20160310095523765 )“,2016.6-2018.6
  10. 深圳市基礎研究計畫項目“基於社交網路的流媒體分發關鍵技術研究(No.JCYJ 20140828163633977)“,2014.12-2016.12
  11. 深圳市基礎研究計畫項目“雲輔助環境下P2P流媒體傳輸關鍵技術研究(No.JCYJ 20130329102032059)” 2013.9-2015.9
  12. 深圳市基礎研究計畫項目“面向三網融合的關鍵網路技術研究(No. JCYJ20120613104215889)”,2012.7-2014.7
  13. 騰訊“犀牛鳥”-深圳大學青年教師科研基金項目“雲輔助環境下面向異構終端的流媒體分發關鍵技術研究”,2014.10-2016.10
  14. 深圳大學自然科學基金“三網融合大規模數據傳輸和存儲研究(No. 00035697)”,2012.7-2014.7

學術兼職

  • 期刊編輯/編委:
  • IEEE Transactions on Cloud Computing (SCI檢索)副主編
  • IEEE Internet of Things Journal (SCI檢索)副主編
  • IEEE Transactions on Network and Service Management (SCI檢索)副主編
  • International Journal of Machine Learning and Cybernetics (SCI檢索)副主編
  • International Journal of Bio-Inspired Computation (SCI檢索)編委
  • Ad Hoc and Sensor Wireless Networks (SCI檢索)編委
  • ACM Transactions on Sensor Networks 專刊“Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond” (SCI檢索) 責任客座編輯
  • Elsevier Computer Networks 專刊“Towards Efficient and Flexible Management and Interworking Techniques for Industrial Internet of Things (IIoT)” (SCI檢索) 責任客座編輯
  • 計算機研究與發展 “雲網融合” 專題 特邀編委
學術組織成員:
  • IEEE Senior Member
  • 教育部高等學校計算機類教學指導委員會 網際網路體系結構專家委員會 委員
  • 中國計算機學會 傑出會員
  • 中國計算機學會 網際網路專委會 常委
  • 中國計算機學會 大數據 專家委員會 委員
  • 中國計算機學會 區塊鏈專委會 委員
  • 人工智慧學會 知識工程與分布智慧型專委會 副秘書長、常委
  • 深圳市計算機學會(SZCCF)理事
會議組織:
  • IEEE International Conference on Distributed Computing Systems (ICDCS 2022) Track-Chair of the research track of Edge Computing
  • 第12屆 中國計算機大會(CCF CNCC 2021)組委會副主席
  • 國際邊緣計算學術會議(International Conference on Edge Computing, EDGE 2021) 程式委員會主席
  • IEEE International Conference on Internet of People (IoP 2021) 程式委員會主席
  • 2021年IEEE 智慧世界會議 (IEEE Smart World Congress 2021)宣傳主席
  • IEEE 高性能計算與通信學術會議(IEEE International Conference on High Performance Computing and Communications , HPCC 2020) Special Session 主席
  • 國際區塊鏈學術會議(International Conference on Blockchain, ICBC 2020)程式委員會副主席
  • 第20屆國際並行處理算法和架構會議(IEEE ICA3PP-2020) 研討會主席
  • 第8屆 CCF 大數據學術會議(CCF BIGDATA 2018)宣傳主席
  • 第7屆 CAAI全國智慧型信息處理學術會議(NCIIP 2019)程式委員會主席、組委會主席
  • 第7屆 CCF 大數據學術會議(CCF BIGDATA 2019)贊助主席
  • 第17屆IEEE國際計算和通信中的信任、安全和隱私會議(IEEE TrustCom 2018) 研討會主席
  • 第6屆 CCF 大數據學術會議(CCF BIGDATA 2018)宣傳主席
  • 第5屆 CCF 大數據學術會議(CCF BIGDATA 2017)組委會主席
  • 國際大數據和網路研討會(BigNetworking 2016)主席
審稿人:
  • IEEE Transaction on Knowledge and Data Engineering
  • IEEE Transaction on Multimedia
  • IEEE IoT JournalIEEE Transaction on Cybernetics
  • IEEE Communication Magazine
  • IEEE Transaction on Big Data
  • IEEE Transaction on Industrial Informatics
  • IEEE Transaction on Cloud Computing
  • IEEE Transaction on Network and Service Management
  • ACM Transactions on Intelligent Systems and Technology
  • Journal of Network and Computer Applications
  • Future Generation Computer Systems
  • Knowledge-based systems
  • Neurocomputing
  • Journal of Parallel and Distributed Computing
  • Knowledge and Information Systems
  • Journal of Communications and Networks
  • International Journal of Network Management

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