Name: Jianming Lv
Introduction:
Associate Professor
Room B3-518
School of Computer Science & Engineering
South China University of Technology
Guangzhou Higher Education Mega Centre
510006, Guangzhou
P. R. China
Tel: 8620-39380281-3518
E-mail: jmlv@scut.edu.cn
Academic Qualifications
2014.09－now Associate Professor School of Computer Science & Engineering, South China University of Technology
2008.07－2014.08 Assistant Professor School of Computer Science & Engineering, South China University of Technology
2002.09－2008.07 Ph.D. Institute of Computing Technology, Chinese Academy of Sciences
1998.09－2002.07 B.S. Department of Computer Science, Sun Yat-Sen University
Areas of Professional Interest
Data mining, Privacy, Mobile computing, P2P.
Scientific Honors and Professional Services
Member, IEEE /ACM/ CCF
Reviewer of IEEE Transactions on Parallel and Distributed Systems, Data Science and Engineering, Frontiers of Computer Science in China, Chinese Journal of Computers, Peer-to-Peer Networking and Applications, Child Abuse & Neglect
Selected Publications
1.Jianming Lv, Qing Li, Xingtong Wang. Modeling Trajectory as Image: Convolutional Neural Networks for Multi-scale Taxi Trajectory Prediction. arXiv preprint. arXiv:1611.07635.
2. Min Cheng, Qian Xu, Jianming Lv, Wenyin Liu, Qing Li, Jianping Wang. MS-LSTM: a Multi-Scale LSTM Model for BGP Anomaly Detection. IEEE ICNP 2016.
3. Jianming Lv, Haibiao Lin, Zhiwen Yu, Yinhong Chen, and Can Yang, Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval, In 19th International Conference on Database Systems for Advanced Applications (DASFAA), 2014.
4. Jianming Lv, Tieying Zhang, Zhenhua Li, Xueqi Cheng. PACOM: Parasitic Anonymous Communication in the BitTorrent Network. Computer Networks, Vol. 74 Part A, pp.13–33. 2014. (SCI, IF: 1.256 )
5. Jianming Lv, Zhiwen Yu, Tieying Zhang, Towards An Immunity Based Distributed Algorithm to Detect Harmful Files Shared in P2P Networks, Accepted by Peer-to-Peer Networking and Applications. Peer-to-Peer Networking and Applications.8(1), pp49-62, Jan. 2015. (SCI, IF:0.632)
6. Jianming Lv, Chaoyun Zhu, Shaohua Tang, Can Yang. Deepflow: Hiding Anonymous Communication Traffic in P2P Streaming Networks. Wuhan University Journal of Natural Sciences. Vol. 19(5). 2014.
7. Haibiao Lin, Jianming Lv, Can Yang, Miaoyi Deng, Kaitao Wang. GPS Trajectory Mining : a Survey, Journal of Computational Information Systems, 10(16), 2014.
8. Jianming Lv, Jianwen Chen, Can Yang. PACS: Parasitic Anonymous Communication in Peer-to-Peer streaming Network. Journal of Computational Information Systems. Vol. 10 (3) 2014.
9. Jianming Lv, Can Yang, Kaidong Liang. GRACE: A Gradient Distance Based Peer-to-Peer Network Supporting Efficient Content-based Retrieval.International Conf. on Soft Computing Techniques and Engineering Application, 2013.
10. Tieying Zhang, Xueqi Cheng, Jianming Lv, Zhenhua Li and Wiesong Shi, Providing Hierarchical Lookup Service for P2P-VoD Systems, in ACM Transactions on Multimedia Computing, Communications and Applications(TOMCCAP), Vol. 8, Issue 1, No.15, Feb. 2012. (SCI Journal )
11. Jianming Lv, Zhiwen. Yu, Tieying. Zhang. iDetect: An immunity based algorithm to detect harmful content shared in Peer-to-Peer networks. In International Conference on Machine Learning and Cybernetics (ICMLC), vol.2, pp.926-931, Guilin China, 2011.
12. Tieying Zhang, Jianming Lv, Xueqi Cheng. Mediacoop: Hierarchical Lookup for P2P-VoD Services. In 38th International Conference on Parallel Processing (ICPP), pp. 486-493, Vienna Austria, 2009.
13. Siming Lin, Xueqi Cheng, Jianming Lv. Micro-synchronization in conservation parallel network simulation. In 22nd ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation（PADS）, pp.195-202, Roma Italy, 2008.
14. Siming Lin, Xueqi Cheng, Jianming Lv. State causality analysis of conservative parallel network simulation. In 40th Annual Simulation Symposium (ASS), pp.251-260, Ottawa Canada, 2008.
15. Jianming Lv, Xueqi Cheng. CTO: Concept Tree Based Semantic Overlay for Pure Peer-to-Peer Information Retrieval. In 16th ACM Conference on Information and Knowledge Management (CIKM ), pp.931-934, Lisbon Portugal, 2007.
16. Jianming Lv, Xueqi Cheng, Qing Jiang and etc. LiveBT: Providing Video-on-demand Streaming Service on BitTorrent Peer-to-Peer Systems. In 8th IEEE International Conference on Parallel and Distributed Computing, Applications and Technologies （PDCAT）, pp.501-508, Adelaide Australia, 2007.
17. Siming Lin, Xueqi Cheng, Jianming Lv.A Visualized Parallel Network Simulator for Modeling Large-Scale Distributed Applications. In 8th IEEE International Conference on Parallel and Distributed Computing, Applications and Technologies （PDCAT）, pp. 339-346, Adelaide Australia,2007.
18. Xueqi Cheng，Jianming Lv，Zhaotao Zhou, Full-text information retrieval based on Peer-to-Peer networks, Journal of Computer Research and Development, 2004(12).
19. Jianming Lv, Xueqi Cheng. WonGoo: a pure peer-to-peer full text information retrieval system based on semantic overlay networks.Network Computing and Applications, 2004.
Selected Projects
1.Intelligent Video Surveillance Platform Based on the Fusion of Multi-modal Spatio-temporal Big Data, Sponsored by the Science and Technology Program of Guangdong Province (2016A010101012), PI, 2016-2018.
2.Mobile user data mining and privacy protection, Sponsored by the Open Project Funding of CAS Key Lab of Network Data Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences, PI, 2015-2017.
3.Studies on the Models and Algorithms of Anonymous Communication Parasitic in Peer-to-Peer Networks (61300221), sponsored by National Natural Science Foundation of China, PI, 2014-2016.
4.Research and Application of the Real-time Streaming Platform (2012B090400016), sponsored by the Comprehensive Strategic Cooperation Project of Guangdong Province and CAS, CO-PI, 2012-2014.
5.Remote Monitoring Systems (x2jsD8100700). PI, 2009-2010.
6.Cool-Fish : A Peer-to-Peer Vod System ( > 100,000 users) ,PI. 2007-2008
