Laizhong Cui(������) Distinguished Professor, Doctoral Supervisor Assocaite Dean Executive Director of Collaborative Innovation Center for Guangdong-Hong Kong Modern Information Services Assistant Director of Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ) College of Computer Science and Software Engineering Shenzhen University Office: Room 827, College of Computer Science and Software Engineering, South Campus, Shenzhen University,Shenzhen 518060, P.R.China Tel.: +86 (0) 755-26539632 Email:cuilz@szu.edu.cn

Laizhong Cui is a Distinguished Professor with the College of Computer Science and Software Engineering, Shenzhen University, China. He received his Bachelor's degree in computer science from the Department of Computer Science and Technology, Jilin University, China, in 2007 and the Ph.D degree from the Department of Computer Science and Technology, Tsinghua University, China, in 2012. His supervisor is Prof. Jianping Wu.

Research Interests

• Internet Architecture
• Big Data and AI-driven New Network Design and Optimization
• Edge Computing and IoT
• Federated Learning

Academic and Working Experience

• 2022 �C Present: Distinguished Professor, Shenzhen University
• 2021 �C 2022: Professor, Shenzhen University
• 2017 �C 2020: Associate Professor, Shenzhen University
• 2012 �C 2016: Lecturer, Shenzhen University
• 2007 �C 2012: Ph. D, Tsinghua University
• 2003 �C 2007: BSc., Jilin University

Teaching Courses

• Fundamentals of Computers
• Computer Network
• Web Application Development
• Communication Principles
• Next Generation Internet Technology
• Network Planning and System Integration

Honors and Awards

• Shenzhen Youth Science and Technology Prize, 2022
• Shenzhen Prominent Teacher, 2022
• National Young Scholars, 2021
• The Shenzhen Science Fund for Excellent Young Scholars, 2020
• The winner of Pearl River Young Scholars, 2019
• High-Level Professional in Shenzhen, 2018
• Excellent Young Scholars in Shenzhen University, 2017

Publications

Journal Papers:

1. Yaodong Huang, Zelin Lin, Tingting Yao, Changkang Mo, Xiaojun Shang, Laizhong Cui (Corresponding author), Yuanyuan Yang. Mobility-aware Virtual Function Migration Systems in Deviceless Edge Computing Environments, IEEE Transactions on Mobile Computing, accepted.
2. Laizhong Cui, Yinghao Li, Yipeng Zhou, Youyang Qu, Jiangchuan Liu. Accelerating Blockchain-Enabled Federated Learning with Clustered Clients, IEEE Transactions on Big Data, accepted.
3. Shu Yang, Yilei Zhang, Laizhon Cui (Corresponding author), Bin Deng, Taoyuan Chen, Qingzhen Dong. A Web 3.0-based Trading Platform for Data Annotation Service with Optimal Pricing, IEEE Transactions on Network Science and Engineering, DOI: 10.1109/TNSE.2023.3322817.
4. Jiating Ma, Yipeng Zhou, Laizhon Cui (Corresponding author), Song Guo. An Optimized Sparse Response Mechanism for Differentially Private Federated Learning, IEEE Transactions on Dependable and Secure Computing, DOI: 10.1109/TDSC.2023.3302864.
5. Lindong Xie, Genghui Li, Zhenkun Wang, Laizhong Cui, Maoguo Gong. Surrogate-Assisted Evolutionary Algorithm with Model and Infill Criterion Auto-Configuration, IEEE Transactions on Evolutionary Computation, DOI: 10.1109/TEVC.2023.3291614.
6. 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, Vol. 73, No. 3, March 2024, pp. 631 - 644..
7. Lei Zhang, Ximing Wu, Feng Wang, Andy Sun, Laizhong Cui (Corresponding author) , Jiangchuan Liu. Edge-based Video Stream Generation for Multi-party Mobile Augmented Reality, IEEE Transactions on Mobile Computing, Vol 23, No.1, Jan. 2024, pp. 409 - 422.
8. Jiaqian Li, Genghui Li, Zhenkun Wang, Laizhong Cui (Corresponding author) . Differential Evolution with an Adaptive Penalty Coefficient Mechanism and a Search History Exploitation Mechanism, Expert Systems With Applications, Vol. 230, 120530, Nov. 2013, pp. 1-20.
9. Laizhong Cui, Zhe Xiao, Fei Chen, Hua Dai, Jianqiang Li. Protecting Vaccine Safety: An Improved, Blockchain-based, Storage-efficient Scheme, IEEE Transactions on Cybernetics, Vol. 53, No. 6, June 2023, pp. 3588-3598.
10. Shu Yang, Limin Zhang, Laizhong Cui (Corresponding author), Qingzhen Dong, Wei Xiao, Chengwen Luo. RLCS: Towards a Robust and Efficient Mobile Edge Computing Resource Scheduling and Task Offloading System Based on Graph Neural Network, Computer Communications, Vol. 206, June 2023, pp. 38-50.
11. 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, Vol. 10, No. 3, May-June 2023, pp. 1283-1296.
12. Xiaoxin Su, Yipeng Zhou, Laizhong Cui (Corresponding author), and Jiangchuan Liu. On Model Transmission Strategies in Federated Learning with Lossy Communications, IEEE Transactions on Parallel and Distributed Systems, Vol 34, No.4, April 2023, pp. 1173 - 1185.
13. 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, Vol. 9, No.2, April 2023, pp. 450-461.
14. Kuanishbay Sadatdiynov, Laizhong Cui (Corresponding author), Joshua Zhexue Huang. Offloading Dependent Tasks in MEC-enabled IoT Systems: A Preference-based Hybrid Optimization Method, Peer-to-Peer Networking and Applications, Vol. 16, No. 2, March 2023, pp. 657�C674.
15. 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, Vol. 25, Jan. 2023, pp. 302-314.
16. 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.
17. 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.
18. 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.
19. 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.
20. 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.
21. 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.
22. 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.
23. Laizhong Cui, Sudipta Acharya, Yi Pan. MMCo-Clus �C An Evolutionary Co-clustering Algorithm for Gene Selection, IEEE Transactions on Knowledge and Data Engineering, Vol 34, No.9, Sep. 2022, pp. 4371-4384.
24. 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.
25. 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.
26. 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.
27. 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.
28. Shu Yang, Ziteng Chen, Laizhong Cui(Corresponding author), Zhongxing Ming, Lu Cheng, Xiaolin Tang, Wei Xiao. Function delivery network: Container-based smart edge computing platform. Ruan Jian Xue Bao/Journal of Software, 2021,32(12):3945-3959 (in Chinese).
29. 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.
30. 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.
31. 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.
32. 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.
33. 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.
34. 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
35. 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.
36. 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.
37. 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.
38. 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.
39. 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.
40. 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.
41. 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.
42. 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.
43. 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.
44. 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.
45. 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.
46. 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.
47. 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..
48. 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, June 2019, Issue 11, pp. 3643�C3660
49. 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.
50. 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.
51. 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�C2127.
52. 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.
53. 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.
54. 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.
55. 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�C6190..
56. 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.
57. 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�C1417.
58. 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.
59. 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.
60. 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�C2243.
61. 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.
62. 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.
63. 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.
64. 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.
65. 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.
66. 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.
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.
68. 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.
69. 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.
70. 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.
71. 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.
72. 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.
73. 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.
74. 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.
75. 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.
76. 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.
77. 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.
78. 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.
79. 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.
80. 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.
81. 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.
82. 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.

 

Conference Papers:

1. Xiaoxin Su, Yipeng Zhou, Laizhong Cui (Corresponding author), John C.S. Lui, Jiangchuan Liu. Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes, IEEE INFOCOM 2024, accepted.
2. Xiaoxin Su, Yipeng Zhou, Laizhong Cui (Corresponding author), Song Guo. Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression, IEEE INFOCOM 2024, accepted.
3. Hengzhi Wang, Laizhong Cui (Corresponding author), Lei Zhang, Linfeng Shen, Long Chen. Combinatorial Incentive Mechanism for Bundling Spatial Crowdsourcing with Unknown Utilities, IEEE INFOCOM 2024, accepted.
4. Lei Zhang, Haobin Zhou, Haiyang Wang, Laizhong Cui (Corresponding author). TBSR: Tile-Based 360�� Video Streaming with Super-Resolution on Commodity Mobile Devices, IEEE INFOCOM 2024, accepted.
5. Shu Yang, Bingqian Song and Laizhong Cui (Corresponding author). SOID: Towards an Efficient Incremental Deployment Scheme for Source Address Validation, IEEE ICPADS 2023, accepted.
6. Laizhong Cui, Sudipta Acharya, Sumit Mishra, Yi Pan, Joshua Zhexue Huang. MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection (Extended abstract). In Proceedings of ICDE 2023, April 3-7, 2023 pp. 3875-3876.
7. Lei Zhang, Haotian Guo, Yanjie Dong, Fangxin Wang, Laizhong Cui (Corresponding author), Victor C.M. Leung. Collaborative Streaming and Super Resolution Adaptation for Mobile Immersive Videos. In Proceedings of INFOCOM 2023, May 17-20, 2023 pp. 1-10.
8. Rongwei Lu, Jiajun Song, Bin Chen, Laizhong Cui, Zhi Wang. DAGC: Data-aware Adaptive Gradient Compression. In Proceedings of INFOCOM 2023, May 17-20, 2023 pp. 1-10.
9. Shu Yang, Jiaming Li, Laizhong Cui (Corresponding author). OSCO: An Efficient Segment Routing Scheme for Backup Path. In Proceedings of IEEE UIC 2022, Dec. 15-18 2022, pp. 788-795.
10. Yang Zhang, Dongchao Ma, Fan Zhang, Yan Li, Yuzhu Jin, Lihua Song, Laizhong Cui. A Research for Travel Mode Identification Based on Cellular Signaling Data. In Proceedings of IEEE UIC 2022, Dec. 15-18 2022, pp. 318-325.
11. Xingtong Liu, Meng Shen, Laizhong Cui, Ke Ye, Jizhe Jia, Guangchun Yue. FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy. In Proceedings of IEEE UIC 2022, Dec. 15-18 2022, pp. 425-432.
12. 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.
13. 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�C13 2022, pp. 447-457.
14. 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�C14 2022, pp. 7115-7119.
15. 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�C14 2022, pp. 827-836.
16. 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.
17. 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.
18. 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.
19. 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�C3 2021, pp. 58:1-58:5.
20. 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�C24 2021, pp. 4828-4832.
21. 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�C24 2021, pp. 4007-4015.
22. Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang. ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. In Proceedings of GlobeCom 2020��Dec. 7�C11 2020, Taipei, Taiwan, 2020.
23. 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�C12 2020, pp. 246-253, New York, USA, 2020.
24. 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.
25. 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�C25 2019, pp. 953-961, Nice, France, 2019.
26. 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 �C 17 2019, pp. 314-318, Atlanta, USA, 2019.
27. 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.
28. 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.
29. 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.
30. 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.
31. 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)
32. 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.
33. 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.
34. 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.
35. 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.
36. 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.
37. 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.
38. 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.
39. 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.
40. 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.
41. 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.
42. 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.
43. 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.
44. 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.
45. 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.
46. 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.
47. 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.
48. 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.

Research Projects (selected)

1. National Key Research and Development Plan of China ��Research on routing architecture for integrated fusion network (Grant No. 2018YFB1800302)��, 2019.7-2022.7. PI
2. National Natural Science Foundation of China ��Research on the key technologies for streaming distribution in combined cloud computing and Peer-to-Peer computing environments (Grant No. 61402294)��, 2015.1-2017.12. PI
3. The Major Fundamental Research Project in the Science and Technology Plan of Shenzhen��Research on the key technologies of intelligent routing with network sensing(Grant No. GJHZ20190822095416463)��, 2020.7-2022.6. PI
4. The Major Fundamental Research Project in the Science and Technology Plan of Shenzhen��Research on the key technologies of intelligence-driven streaming transmission (Grant No. JCYJ20190808142207420)��, 2020.2-2023.2. PI
5. The Major Fundamental Research Project in the Science and Technology Plan of Shenzhen��Research on the key technologies of data-driven mobile video distribution (Grant No. JCYJ20160310095523765)��, 2016.6-2018.6. PI
6. The Major Fundamental Research Project in the Science and Technology Plan of Shenzhen��Research on the key technologies of streaming distribution based on social network (Grant No. JCYJ20140828163633977)��, 2014.12-2016.12. PI
7. The Major Fundamental Research Project in the Science and Technology Plan of Shenzhen��Research on the key technologies of cloud-assisted P2P streaming transmission (Grant No. JCYJ20130329102032059)��, 2013.9-2015.9. PI
8. The Major Fundamental Research Project in the Science and Technology Plan of Shenzhen��Research on the key network technologies for the Three Network Convergence (Grant No. JCYJ20120613104215889)��, 2012.10-2014.10. PI
9. Tencent ��Rhinoceros Birds�� - Scientific Research Foundation for Young Teachers of Shenzhen University��Research on the key technologies for heterogeneous devices-oriented streaming distribution in the cloud-assisted environments��, 2014.10-2016.10. PI
10. Natural Science Foundation of SZU��Research on the large-scale data transmission and storage for the Three Network Convergence (Grant No. 00035697)��, 2012.7-2014.7. PI

Activities

• Assocaite Editor/Editorial Board Member of:
  IEEE Transactions on Cloud Computing (SCI Index)
  IEEE Internet of Things Journal (SCI Index)
  IEEE Transactions on Network and Service Management (SCI Index)
  International Journal of Machine Learning and Cybernetics (SCI Index)
  International Journal of Bio-Inspired Computation (SCI Index)
  Ad Hoc and Sensor Wireless Networks (SCI Index)
  ACM Transactions on Sensor Networks Special Issue ��Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond�� (SCI Index) Lead Guest Editor
  Elsevier Computer Networks Special Issue ��Towards Efficient and Flexible Management and Interworking Techniques for Industrial Internet of Things (IIoT)�� (SCI Index) Co-Lead Guest Editor
  

   

• Committees of:
  IEEE Senior Member
  Distinguished Member, China Computer Federation
  Member of Standing Committees of the Technical Committee on Internet, China Computer Federation
  Member of the Task Force on Big Data, China Computer Federation
  Member of the Technical Committee on BlockChain, China Computer Federation
  Secretary-General and Member of Standing Committees of the Technical Committee on Knowledge Engineering and Distributed Intelligence, Chinese Association for Artificial Intelligence
  

   

• Organizing Committee for Conferences:
  Co-Track Chair of the research track of Edge Computing of IEEE International Conference on Distributed Computing Systems (ICDCS 2022)
  Co-Vice Organization Chair of CCF CNCC 2021
  Co-Program Committee Chair of International Conference on Edge Computing, EDGE 2021)
  Co-Program Committee Chair of The 7th IEEE International Conference on Internet of People (IoP 2021)
  Co-Publicity Chair of IEEE Smart World Congress 2021
  Co-Special Session Chair of The IEEE 2020 International Conference on High Performance Computing and Communications (HPCC 2020)
  Co-Program Committee Vice Chair of The 2020 International Conference on Blockchain (ICBC 2020)
  Co-Workshop Chair of The 20th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2020)
  Co-Sponsor Chair of CCF Big Data 2019
  Co-Publicity Chair of CCF Big Data 2020
  Co-Program Committee Chair and Organization Chair of NCIIP 2019
  Co-Sponsor Chair of CCF Big Data 2019
  Co-Workshop Chair of The 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-18)
  Co-Publicity Chair of CCF Big Data 2018
  Co-Organization Chair of CCF Big Data 2017
  Co-Chair of International Workshop on Big Data and Networking (BigNetworking 2016)
  

   

• Reviewer of:
  IEEE Journal on Selected Areas in Communications
  IEEE Transaction on Networking
  IEEE Transaction on Mobile Computing
  IEEE Transactions on Parallel and Distributed Systems
  IEEE Transaction on Knowledge and Data Engineering
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  IEEE Transaction on Multimedia
  IEEE Transactions on Neural Networks and Learning Systems
  IEEE Transactions on Communications
  IEEE IoT Journal
  IEEE Transaction on Cybernetics
  IEEE Communication Magazine
  IEEE Transaction on Big Data
  IEEE Transaction on Industrial Informatics
  IEEE Transaction on Cloud Computing
  IEEE Transactions on Signal Processing
  IEEE Transaction on Network and Service Management
  ACM Transactions on Intelligent Systems and Technology