Lei Wang 王 磊

Ph.D. (Southeast University), Professor, Nanjing Forestry University

Founding Director, Data Science and Systems Science (DTripleS) Lab

Brief CV

Lei Wang received the Ph.D. degree in computer science from Southeast University, China. Prior to this, he received B.S. and M.S. in computer science from Lanzhou University, China. He is a full professor and the founding director of Data Science and Systems Science (DTripleS) Lab with Nanjing Forestry University, China. He visited the Department of Computer Science and Engineering, The Chinese University of Hong Kong for Dec. 2018 - Dec. 2019. His research interests mainly include Services Computing, Edge Computing, Software Reliability Engineering, and Financial Big Data Analysis. His publications have appeared in international journals and popular conferences, e.g., the IEEE Transactions on Knowledge and Data Engineering, the IEEE Transactions on Software Engineering, the IEEE Transactions on Services Computing, the IEEE Transactions on Mobile Computing, the IEEE Transactions on Parallel and Distributed Systems, the Journal of Systems and Software, the Information Processing and Management, the Journal of Parallel and Distributed Computing, the Knowledge-Based Systems, the Engineering Applications of Artificial Intelligence, the Concurrency and Computation: Practice and Experience, the Applied Intelligence, the IEEE Internet of Things Journal, ICSOC, ICWS, SCC, etc.

Correspondence

Selected Publications

  1. Lei Wang, Shuhan Chen, Xikai Zhang, and Jiyuan Liu, "Runtime reliability fractional distribution change analytics against cloud-based systems DDoS attacks," Journal of Systems and Software, vol. 220, pp. 112265, 2025.

  2. Lei Wang, Shuhan Chen, Feifei Chen, Qiang He, and Jiyuan Liu, "B-Detection: Runtime Reliability Anomaly Detection for MEC Services with Boosting LSTM Autoencoder," IEEE Transactions on Mobile Computing, vol. 23, no. 4, pp. 2599-2613, Apr. 2024.

  3. Lei Wang, Jiyuan Liu, and Qiang He, "Concept Drift-based Checkpoint-restart for Edge Services Rejuvenation," IEEE Transactions on Services Computing, vol. 16, no. 3, pp. 1713-1725, May/Jun. 2023.

  4. Lei Wang, Ming Xu, and Hao Cheng, "Phishing scams detection via temporal graph attention network in Ethereum," Information Processing and Management, vol. 60, no. 4, pp. 103412, 2023.

  5. Lei Wang, Hao Cheng, Zibin Zheng, Aijun Yang, and Ming Xu, "Temporal Transaction Information-aware Ponzi Scheme Detection for Ethereum Smart Contracts," Engineering Applications of Artificial Intelligence, vol. 126, pp. 107022, 2023.

  6. Lei Wang, Shuhan Chen, and Qiang He, "Concept Drift-based Runtime Reliability Anomaly Detection for Edge Services Adaptation," IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 12, pp. 12153-12166, 2023.

  7. Demin Gao, Haoyu Wang, Xiuzhen Guo, Lei Wang, Weizheng Wang, Zhimeng Yin, Shuai Wang, Yunhuai Liu, Tian He, and Guan Gui, "Federated Learning Based on CTC for Heterogeneous Internet of Things," IEEE Internet of Things Journal, vol. 10, no. 24., pp. 22673-22685, Dec. 2023.

  8. Demin Gao, Yunhuai Liu, Bin Hu, Lei Wang, Weiwei Chen, Yongrui Chen, and Tian He, "Time Synchronization based on Cross-Technology Communication for IoT Networks," IEEE Internet of Things Journal, vol. 10, no. 22, pp. 19753-19764, Nov. 2023.

  9. Lei Wang, Qiang He, Demin Gao, Jing Wan, and Yunqiu Zhang, "Temporal-Perturbation Aware Reliability Sensitivity Measurement for Adaptive Cloud Service Selection," IEEE Transactions on Services Computing, vol. 15, no. 4, pp. 2301-2313, Jul./Aug. 2022.
    - A talk with the same title of this paper was invited to give at the 2021 IEEE World Congress on Services, Chicago, IL, USA, for selected TSC papers. The abstract of this talk is available at DOI: 10.1109/SERVICES51467.2021.00019.

  10. Lei Wang, Yunqiu Zhang, Xubin Zheng, Qi Yu, Shuhan Chen, and Junyao Ding, "Singular value decomposition-based behavior-aware cloud service application programming interfaces recommendation for large-scale software cloud directory platforms," Concurrency and Computation: Practice and Experience, vol. 34, no. 21, 2022; e7121.

  11. Lei Wang, Jing Wan, Yunqiu Zhang, Shuhan Chen, Zhixiang Zhu, and Yuqian Tao, "Trustworthiness Two-way Games via Margin Policy in E-commerce Platforms," Applied Intelligence, vol. 52, no. 3, pp. 2671-2689, 2022.

  12. Demin Gao, Lei Wang, and Bin Hu, "Spectrum Efficient Communication for Heterogeneous IoT Networks," IEEE Transactions on Network Science and Engineering, vol. 9, no. 6, pp. 3945-3955, Nov./Dec. 2022.

  13. Lei Wang, Hao Cheng, Zibin Zheng, Aijun Yang, and Xiaohu Zhu, "Ponzi scheme detection via oversampling-based Long Short-Term Memory for smart contracts," Knowledge-Based Systems, vol. 228, pp. 107312, 2021.

  14. Lei Wang, Yunqiu Zhang, and Xiaohu Zhu, "Concept Drift-Aware Temporal Cloud Service APIs Recommendation for Building Composite Cloud Systems", Journal of Systems and Software, vol.174, pp. 110902, 2021.

  15. Lei Wang, Yunqiu Zhang, and Shuhan Chen, "Computation Offloading via Sinkhorn's Matrix Scaling for Edge Services," IEEE Internet of Things Journal, vol. 8, no. 10, pp. 8097-8106, May 2021.

  16. 王磊, 张云秋, 徐丙凤, 徐逸卿. 组合云系统可靠性概念漂移在线度量方法研究. 中国科学: 信息科学, 2021, 51(9): 1438-1450.

  17. Lei Wang, "Architecture-based Reliability-sensitive Criticality Measure for Fault-tolerance Cloud Applications," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 11, pp. 2408-2421, Nov. 2019.

  18. Hongbing Wang, Lei Wang, Qi Yu, and Zibin Zheng, "Learning the Evolution Regularities for BigService-Oriented Online Reliability Prediction," IEEE Transactions on Services Computing, vol. 12, no. 3, pp. 398-411, May/Jun. 2019.

  19. Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, and Zhengping Yang, "A Proactive Approach Based on Online Reliability Prediction for Adaptation of Service-oriented Systems," Journal of Parallel and Distributed Computing, vol. 114, pp.70-84, 2018.

  20. Hongbing Wang, Chao Yu, Lei Wang, and Qi Yu, "Effective BigData-Space Service Selection over Trust and Heterogeneous QoS Preferences," IEEE Transactions on Services Computing, vol. 11, no. 4, pp. 644-657, Jul./Aug. 2018.

  21. Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, and Michael R. Lyu, "Online Reliability Prediction via Motifs-based Dynamic Bayesian Networks for Service-Oriented Systems," IEEE Transactions on Software Engineering, vol. 43, no. 6, pp. 556-579, Jun. 2017.

  22. Hongbing Wang, Zuling Kang, and Lei Wang, "Performance-Aware Cloud Resource Allocation via Fitness-enabled Auction," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 4, pp. 1160 - 1173, Apr. 2016.

  23. Hongbing Wang, Lei Wang, Qi Yu, and Zibin Zheng, "A Novel Online Reliability Prediction Approach for Service-Oriented Systems," 2014 IEEE International Conference on Web Services (ICWS 2014), pp. 582 - 589, 2014.

  24. Lei Wang, Hongbing Wang, Qi Yu, Haixia Sun, and Athman Bouguettaya, "Online Reliability Time Series Prediction for Service-Oriented System of Systems," 2013 International Conference on Service-Oriented Computing (ICSOC 2013), pp. 421 - 428, 2013.

Professional Activities

Reviewer for Journals

Program Committee Membership

Teaching

Code and Data