Weifeng Sun

Associate Professor of Software School,DLUT           

Personal Information

Dean of Computer Network Department

Contact information:

415，Office Building

School of Software

Dalian University of Technology
No. 321,  Tuqiang Street, Development Zone, Dalian 116620, China 

Phone number:  86-411-6227 4397

Email: username=wfsun domain=dlut.edu.cn

Experience

20012.12 – now     Associate Professor

             School of Software of Dalian University of Technology.

2017.02-2018.02 Visiting scholar, CyberGIS group, UIUC

Advisor：Shaowen Wang

2007.7 – 2012.12  Assistant Professor

             School of Software of Dalian University of Technology.

2002.9 – 2007.6 　PH.D candidate

Computer Science Department of University of Science and Technology of China. Advisor： Shoubao Yang

1997.9 - 2002.9     Bachelor of Computer Science - University of Science and Technology of China.

Research areas

AI in Multi-access Edge Network, Edge Computing, Federated Learning,

Scheduling in Distributed Computing，NFV

Cross layer design and applications for Industrial IoT

Teaching

Computer Network

Internet plus

Cloud Computing

Network Security

 

 

 

Projects

Applications and optimization for SDN_and_IPv6 based Industrial IoT

Optimizations for scheduling in Cloud Native Environment

Cross layer design and intelligent scheduling on wireless-cum-wired hybrid network

Modeling and Networking Architecture for Intelligent factory IIoT 

Selected Publications

2024：

1.     Weifeng Sun, Yixing Chen, Bowei Zhang, A Distributed Computation Offloading Scheme Based on Stackelberg Game in MEC. COCOON’24 Shanghai, Aug.2024.

2.     Weifeng Sun, Ailian Wang, Zunjing Gao, Yipeng Zhou A Communication-Concerned Federated Learning Framework based on Clustering Selection, ADMA’24, Sydney, Dec. 2024.

3.     Rahimullah Rabih, Weifeng Sun, Majid Ayoubi (2024). Enhancing Customer Churn Prediction in Telecom: A Hybrid Strategy with Quartile Calculation and Random Forest. North American Academic Research, 7(10), 1-19. 

4.      Rahimullah Rabih, Weifeng Sun, Majid Ayoubi, Khan Wahib Jamal (2024), Highly Accurate Customer Churn Prediction in the Telecommunications Industry Using MLP. International Jornal of Integrated Science and Technology, 2(10), 931-946.

5.     孙伟峰,王爱莲,刘嘉华,等.基于知识图谱的网络类专业课程实施优化探索[J].计算机教育,2024(5):76-81

6.     孙伟峰，佟露，徐秀娟、曲大鹏.面向工程教育专业认证的软件工程大类培养计划建设优化《计算机技术与教育学报》，2024年08月 第 12 卷 第 02 期，P110-114

7.     He Jiang, Zun Wang, Zhide Zhou, Xiaochen Li, , Weifeng Sun, Tao Zhang:
A Testing Program and Pragma Combination Selection Based Framework for High-Level Synthesis Tool Pragma-Related Bug Detection. IEEE Trans. Software Eng. 50(4): 937-955 (2024)

2023：

1.   Weifeng Sun, Hao Xu, Bo Liu, Bowei Zhang: An Efficient Feature Selection Method for High Dimensional Data Based on Improved BOA in AIoT. ADMA (5) 2023: 293-308

2.   孙伟峰,张渊櫆,江贺,等. 基于双层Stackelberg博弈的MEC计算卸载方案[J]. 软件学报,2023,34(9):4275-4293. DOI:10.13328/j.cnki.jos.006642

3.   [1]孙伟峰,张丽君,姚琳.新时代下计算机网络课程"三新"探索及实施[J].软件导刊, 2022, 21(7):6.

4.   孙伟峰,秦一星,曹德政.以方向导论课为抓手的学生个性化及能力培养[J].软件导刊, 2023, 22(6):62-66.

5.   孙伟峰;张广昊;张渊櫆;周一鸣;孙亮;覃振权 工业物联网中基于中断概率的RAW分组接入方法 ZL 2021 1 0458367.8

2022：

1.   Weifeng Sun, Guanghao Zhang, Kelong Meng, Guangjie Han, Tie Qiu:
An On-Demand Channel Bonding Algorithm Based on Outage Probability for Large-Scale Industrial Internet of Things. IEEE Internet Things J. 9(14): 12696-12710 (2022)

2.   W. Sun, Y. Wang, K. Chang and K. Meng, "IdiffGrad: A Gradient Descent Algorithm for Intrusion Detection Based on diffGrad," 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2021, pp. 1583-1590, doi: 10.1109/TrustCom53373.2021.00231.

3.   Sun, W., Chang, K., Zhang, L., Meng, K. (2022). INGCF: An Improved Recommendation Algorithm Based on NGCF. In: Lai, Y., Wang, T., Jiang, M., Xu, G., Liang, W., Castiglione, A. (eds) Algorithms and Architectures for Parallel Processing. ICA3PP 2021. Lecture Notes in Computer Science(), vol 13157. Springer, Cham. https://doi.org/10.1007/978-3-030-95391-1_8

4.   Weifeng Sun, Bowei Zhang, Jianqiao Ding, Min Tang:MaskFuzzer: A MaskGAN-based Industrial Control Protocol Fuzz Testing Framework. SmartIoT 2022: 51-57.

5.   孙伟峰, 张丽君, 姚琳. 新时代下计算机网络课程"三新"探索及实施[J]. 软件导刊, 2022, 21(7):6-13.

6.   孙伟峰；徐浩；覃振权；孙亮 一种基于IPv6的SRv6数据处理方法  
CN202110581087.6

7.   李小翔;孙伟峰;周一鸣;邸智;韦玮;杨永前;冯帆 工业物联网中基于区块链的精细化分布式访问控制方法 ZL 2022 1 0655404.9

2021:

1.     Weifeng Sun, Zun Wang, Guanghao Zhang,A QoS-guaranteed intelligent routing mechanism in software-defined networks,Computer Networks,Volume 185,2021,107709,ISSN 1389-1286.

2.     Weifeng Sun, Guanghao Zhang, Kelong Meng, Guangjie Han, Tie Qiu. An On-demand     Channel Bonding Algotithm Based onOutage Probability for Large-scale Industrial Internet of  Things.IEEE Internet of Things Journal. DOI: 10.1109/JIOT.2021.3138101

3.     Weifeng Sun, Shumiao Yu, Boxiang Dong:VDGAN: A Collaborative Filtering Framework Based on Variational Denoising with GANs. IJCNN 2021: 1-8

4.     Weifeng Sun, Lijun Zhang, Kangkang Chang, Shumiao Yu:DSMN: A Personalized Information Retrieval Algorithm Based on Improved DSSM. IJCNN 2021: 1-7

5.     Boxiang Dong, Wendy Hui Wang, Aparna S. Varde, Dawei Li, Bharath K. Samanthula, Weifeng Sun, Liang Zhao:Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss. CoRR abs/2103.09713 (2021)

2020

1.     Allen Yang, Boxiang Dong, Dawei Li, Weifeng Sun, Bharath K. Samanthula:DeepICU: imbalanced classification by using deep neural networks for network intrusion detection. Int. J. Big Data Intell. 7(3): 137-147 (2020)

2.   Weifeng Sun, Min Tang, Lijun Zhang, Zhiqiang Huo, Lei Shu:A Survey of Using Swarm Intelligence Algorithms in IoT. Sensors 20(5): 1420 (2020)

3.   Weifeng Sun, Shumiao Yu, Jin Yang and Boxiang Dong. "A Novel Collaborative Filtering Framework Based on Variational Self-Attention GAN." 2020 IEEE Global Communications Conference (GLOBECOM). Taiwan, China, Dec. 7-11, 2020

Earlier

1.     Weifeng Sun, Shumiao Yu, Yuanxun Xing1, Zhenquan Qin.  Parallel Transmission of Distributed Sensor Based on SCTP and TCP for Heterogeneous Wireless Networks in IoT, Sensors,  2019(9):2005-2016.

2.   ZHOU Jingjing, SUN Weifeng, HAN Xiaomin, LU Ruqiang, ZHANG Yuanqi, ZHANG Shenwei. The Research of One Novel Cost-Sensitive Classification Algorithm,Chinese Journal of Electronics     2018 Vol. 27 (5): 1015-1024.

3.   Sun, Weifeng(#); Zhou, Chi; Qiu, Tie; Liu, Yuqing; Qiu, T(*);An efficient communication scheme for solving merge conflicts in maritime transportation JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, August 2017， 92: 68~76

4.   Yu S, Sun W, Jia M H. A Dynamic Proxy Based Crawler Strategy for Data Collection on CyberGIS[C]//2018 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). IEEE, 2018: 483-4834.

5.   Sun W, Yu S, Xing Y, et al. A Multi-path Switching Method Based on SCTP for Heterogeneous Wireless Networks in Smart IoT[C]//2018 IEEE International Conference on Smart Internet of Things (SmartIoT). IEEE, 2018: 15-22.

6.   Weifeng Sun, Huanping Wei, Zhenxing Ji, Qingqing Zhang, Chi Lin A Collaborated IPv6-Packets Matching Mechanism Base on Flow Label in OpenFlow, 11th International Conference, CollaborateCom 2015, Wuhan, November 10-11, 2015, China. Proceedings. 14-25 Volume 163  Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications 2016

7.   Weifeng Sun, Shumiao Yu, Yuanxun Xing1, Zhenquan Qin.  Parallel Transmission of Distributed Sensor Based on SCTP and TCP for Heterogeneous Wireless Networks in IoT, Sensors,  2019(9):2005-2016.

8.   Yu S, Sun W, Jia M H. A Dynamic Proxy Based Crawler Strategy for Data Collection on CyberGIS[C]//2018 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). IEEE, 2018: 483-4834.

9.   Sun W, Yu S, Xing Y, et al. A Multi-path Switching Method Based on SCTP for Heterogeneous Wireless Networks in Smart IoT[C]//2018 IEEE International Conference on Smart Internet of Things (SmartIoT). IEEE, 2018: 15-22.

10. Sun W, Xing Y, Zhou C, et al. QSACO: A QoS-Based Self-Adapted Ant Colony Optimization[C]//2017 5th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud). IEEE, 2017: 157-160.

11. ZHOU Jingjing, SUN Weifeng, HAN Xiaomin, LU Ruqiang, ZHANG Yuanqi, ZHANG Shenwei. The Research of One Novel Cost-Sensitive Classification Algorithm,Chinese Journal of Electronics     2018 Vol. 27 (5): 1015-1024.

12. Sun W, Wang H, Han X, et al. (A GIS_based Optimize Routing Algorithm for VANET in Urban Scenarios,IEEE SmartIoT2019, n 9-11 August, 2019 at Tianjin, China.

 

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