Lizhi Peng, Ph.D

Professor, University of Jinan

MLNBA-Machine Learning & Network Behavior Analysis Lab

中文

Biography

Lizhi Peng received the Ph.D. degree in Computer Science and Technology from the School of Computer Science and Technology, Harbin Institute of Technology, China, 2015. He is currently an Associate Professor at School of Information Science and Engineering, University of Jinan, China and Shandong Provincial Key Laboratory of Network Based Intelligent Computing, University of Jinan, China. Dr.Peng is a visitor scholar at Computer Science Department, University of Otago, New Zealand. His primary interests are in machine learning, evolutionary computing, computer networks, parallel and distributed computing. He presided over and participated in many projects of the National Natural Science Foundation of China, Shandong Natural Science Foundation and Shandong Key R&D Program. He won the second prize of Shandong Science and Technology Progress, the second prize of Heilongjiang Science and Technology Progress, and the second prize of Shandong Natural Science. He has published more than 50 papers in publications or conferences such as Information Sciences, Computer Communications, Parallel Computing, Applied Soft Computing and IWQoS.

Contact Information

Address:     School of Information Science and Engineering, University of Jinan
                   No. 336, West Road of Nan Xinzhuang, Jinan, 250022 China
Telephone: (+86) 531-8973-6863
Email:       plz@ujn.edu.cn
Lab:          MLNBA-Machine Learning & Network Behavior Analysis Lab

Education

  • 2009.09-2015.07
    Ph.D, Computer Science and Technology, School of Computer Science and Technology, Harbin Institute of Technology, China
  • 2003.09-2006.07
    M.S, Computer Science and Technology, School of Information Science and Engineering, University of Jinan, China
  • 1994.09-1998.07
    Software Engineering, School of Engineering Mechanics, Xi’an Jiaotong University, China

Work Experience

  • 2019.12-
    Professor, University of Jinan, China
  • 2015.01-2019.12
    Associate Professor, University of Jinan, China
  • 2008.10-2014.12
    Lecturer, University of Jinan, China
  • 2006.07-2008.09
    Teaching Assistant, University of Jinan, China
  • 1998.07-2003.08
    Teaching Assistant, Jinan Pioneer Technology co.LTD, China

Selected Publications

  1. An Early Stage Convolutional Feature Extracting Method Using for Mining Traffic Detection
    Peifa Sun,Mengda Lyu,Hui Li,Bo Yang,Lizhi Peng*
    In Computer Communications, 2022, accepted
  2. Similarity-evaluation-based evolving of flexible neural trees for imbalanced classification
    Min Qiu, Lizhi Peng*, Ying Pang,Bo Yang,Panpan Li
    In Applied Soft Computing, 2021, accepted
  3. A Novel Feature Method for Fast Extraction of Mining Traffic
    Peifa Sun, Lizhi Peng*,Bo Yang,Shuaili Liu
    In IEEE International Conference on High Performance Computing and Communications, 2021, accepted
  4. Flexible Neural Tree Based on Similarity Evaluation with an Application in Video Traffic Identification
    Min Qiu, Lizhi Peng*, Bo Yang,Lijuan Sun
    In Journal of Computer Research and Development, 2021, accepted
  5. Gaussian Distribution based Oversampling for Imbalanced Data Classification
    Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng*, Zhenxiang Chen
    In IEEE Transactions on Knowledge and Data Engineering, 2020, accepted
  6. Ranking-based Biased Learning Swarm Optimizer for Large-Scale Optimization
    Hanbo Deng, Lizhi Peng*, Haibo Zhang, Bo Yang, Zhenxiang Chen
    In (Elsevier) Information Sciences, 493(16), pp. 120-137, 2019.
  7. Generative Learning for Imbalanced Data Using the Gaussian Mixed Model
    Yuxi Xie, Lizhi Peng*, Zhenxiang Chen, Bo Yang, Hongli Zhang
    In (Elsevier) Applied Soft Computing, 2019, accepted
  8. Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection
    Ying Pang, Lizhi Peng*, Zhenxiang Chen, Bo Yang, Hongli Zhang
    In (Elsevier) Information Sciences, 484(1), pp. 95-112, 2019. (SCI，IF: 4.305)
  9. A Fast Feature Weighting Algorithm of Data Gravitation Classification
    Lizhi Peng, Hongli Zhang, Haibo Zhang, Bo Yang
    In (Elsevier) Information Sciences, 375(1), pp. 54-78, 2017. (SCI，IF: 4.832)
  10. Imbalanced traffic identification using an imbalanced data gravitation-based classification model, C
    Lizhi Peng, Haibo Zhang, Yuehui Chen, Bo Yang
    In Computer Communications 102(1), pp. 177–189, 2017. (SCI，IF: 3.338)
  11. Data Gravitation Based Classification
    Lizhi Peng, Bo Yang, Yuehui Chen, Ajith Abraham
    In (Elsevier) Information Sciences, 179(6), pp. 809-819, 2009. (SCI，IF: 3.643)

Awards

  • Second Prize of Heilongjiang Science and Technology Progress Award, No. 9, 2017
    P2P network information security management technology
  • Shandong Natural Science Award Third Prize, No. 5, 2015
    Hybrid Computing Intelligence Theory and Its Application
  • Shandong Province Computer Application Excellent Achievements First Prize, No. 3, 2010
    Integrative Management Support System of Degree and Graduate Education in Shandong Province
  • Second Prize of Science and Technology in Shandong Province, No. 5, 2009
    Research on Key Technologies of Distributed Park Network Access Control
  • Shandong Province Graduate Education Provincial Teaching Achievement First Prize, No. 5, 2009
    Research and Application of Management Information System for Degree and Graduate Education

Major academic part-time jobs

  • Member, IEEE, IEEE Computer Society, USA
  • Member, ACM, USA
  • Senior Member, CCF, P.R.China
  • Reviewers of Information Sciences, Journal of Network and Computer Applications
  • The PC member of the 14th IEEE International Conference on Pervasive Intelligent and Computing (PICom 2016) Conference
  • The session chair of the 2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2018) Conference