吕建明 Lv Jianming

副教授

华南理工大学 计算机科学与工程学院

简介  ABOUT

动态   NEWS

学术   ACADEMIC

个人简介

姓名:

吕建明

联系电话:

020-393802813518

电子邮箱:

jmlv@scut.edu.cn 47933753@qq.com

技术职称:

副教授

导师类别:

硕导

教育经历:

2008 中科院计算技术研究所 博士

2002 中山大学计算机系 学士

工作经历:

2017年 香港城市大学 高级副研究员

2016年 香港城市大学 副研究员

2014年 华南理工大学 计算机学院 副教授

2008年 华南理工大学 计算机学院 讲师

社会兼职:

ACM会员,IEEE会员,中国计算机学会(CCF)会员

中国计算机学会教育专业委员会委员

中国计算机学会数据库专业委员会通讯委员

中文信息学会信息检索专业委员会通讯委员

研究方向:

以计算机视觉、数据挖掘、人工智能为主要研究方向,重点探索深度学习、多模态融合学习、迁移学习、无监督学习、强化学习等前沿学习算法。主要成果应用于视频分析、行人身份识别、信息推荐、智能交通、智能数据库等领域。

主要业绩:

近年来主持1项国家级、4项省部级项目、6项企业横向合作项目。发表文章30余篇,包括计算机视觉顶级国际会议CVPR,数据挖掘知名国际会议CIKMDASFAA,分布式计算知名国际会议ICPPICNP,服务计算顶级期刊IEEE Transactions on Services Computing,以及Computer NetworksSCI期刊。毕业学生去向包括在腾讯、百度、网易、华为等知名企业从事研发工作,以及到国内外知名高校继续深造。课题组主页:www.so-link.org

获奖情况及年份:

2018年 “寻找华工大神”微信小程序开发大赛优秀指导老师。(所指导的solink学者助手小程序获大赛第一名)

2017/2016/2014/2013年 华南理工大学本科课堂教学质量优秀教师.

2016年 全国高校计算机教育大会优秀论文奖.

2015年 本科毕业设计(论文)优秀指导教师.

2015年 泛珠三角大学生计算机作品赛全国总决赛金奖、最佳创新奖 (指导教师).

2015年 广东省大学生计算机设计作品赛一等奖 (指导教师)

2014年 华南理工大学 本科教学优秀一等奖.

2012 本科毕业设计(论文)优秀指导教师.

2012 优秀班主任.

2011华南理工大学南校区 教学研讨会论文征集比赛三等奖.

教学信息

1. 数据结构 (校级MOOC精品课程)

http://www.xuetangx.com/courses/course-v1:SCUT+145055+sp/about

2. 软件设计与体系结构

3. 计算机网络存储

代表学术论文

  1. Jianming Lv, Weihang Chen, Qing Li, Can Yang. Unsupervised Cross-dataset person Re-identification by Transfer Learning of Spatial-temporal Patterns, CVPR 2018. (CCF A类会议)
  2. Min Cheng, Qing Li, Jianming Lv, Wenyin Liu, Jianpin Wang. Multi-Scale LSTM Model for BGP Anomaly Classification. IEEE Trans. Services Computing,2018. (SCI 期刊 一区)
  3. Jianming Lv, Xintong Wang. Cross-dataset Person Re-Identification Using Similarity Preserved Generative Adversarial Networks. International Conference on Knowledge Science, Engineering and Management 2018. (CCF C 类会议)
  4. Jianming Lv, Qing Li, Xingtong Wang. T-CONV: A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction. IEEE BigComp 2018.
  5. Haitao Yang, Jianming Lv, Fei Xu, Xintong Wang, Yilin Huang, Lanting Xia, Xuewu Zhu. Regression Approach for Optimal Purchase of Hosts Cluster in Fixed Fund for Hadoop Big Data Platform. 19th International Conference on Smart City, Transportation and Buildings (ICSCTB'17), 2017. (Best Presentation Award).
  6. Jianming Lv, Xintong Wang. TREST:A Hadoop based Trajectories Retrieval System. IEEE ICDSC 2016.
  7. 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. (CCF B类会议)
  8. 刘宇阳,吕建明,代涵宣,徐辰沁,马芮,石嘉琪,黄洁晶. 基于文字处理的移动增强现实系统研究. CCIR 2016.
  9. 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. (CCF B类会议)
  10. 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 期刊 三区)
  11. 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 期刊 四区)
  12. 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.
  13. Haibiao Lin, Jianming Lv, Can Yang, Miaoyi Deng, Kaitao Wang. GPS Trajectory Mining : a Survey, Journal of Computational Information Systems, 10(16), 2014.
  14. 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.  
  15. 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.
  16. 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 期刊 三区)
  17. 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.
  18. 黄云峰, 冯佳和, 吕建明,等. 渔业环境自动监控预警系统建设[J]. 安徽农业科学, 2011, 39(35):22155-22157.
  19. 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. (CCF B类会议)
  20. 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.
  21. 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.
  22. 江庆,钟尚平,吕建明. P2P网络下一种基于DHT的视频点播方案. 计算机技术与发展. 2008年第6期.
  23. 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. (CCF B类会议)
  24. 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.
  25. 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.
  26. 丁林,程学旗,刘悦,吕建明. 基于Bittorrent网络的快速搜索策略. 计算机工程,2007年03期.
  27. 吕建明, 刘悦, 丁林,等. P2P 与信息检索[J]. 信息技术快报, 2005.
  28. Xueqi Cheng,Jianming Lv,Zhaotao Zhou, Full-text information retrieval based on Peer-to-Peer networks, Journal of Computer Research and Development, 2004(12).
  29. 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.
  30. 程学旗, 余智华, 陆天波,吕建明. P2P技术与信息安全[J]. 信息技术快报, 2004.

Biography

Dr. Jianming LV is an associate professor of South China University of Technology. He was a senior

research associate in City University of HongKong in 2017. He is an

ACM/IEEE/CCF member. He received the BS degree from Sun Yat-Sen University in

2002, and received the PhD degree from Institute of Computing Technology,

Chinese Academy of Sciences in 2008. His research includes data mining, machine

learning, computer vision and distributed computing. He has published 30 papers

at related important conferences and journals, such as CVPR, ACM CIKM, ICNP, ICPP,

DASFAA, ACM TOMCCAP, Computer Networks and PPNA.

Education

He received the BS degree from Sun Yat-Sen University in 2002,

and received the PhD degree from Institute of Computing Technology, Chinese Academy of Sciences in 2008.

Selected Paper

1. Jianming Lv, Weihang Chen, Qing Li, Can Yang. Unsupervised Cross-dataset person Re-identification by Transfer Learning of Spatial-temporal Patterns, CVPR 2018. (CCF A类会议)

2. Min Cheng, Qing Li, Jianming Lv, Wenyin Liu, Jianpin Wang.Multi-Scale LSTM Model for BGP Anomaly Classification. IEEE Trans. Services Computing,2018. (SCI 期刊)

3. Jianming Lv, Qing Li, Xingtong Wang. Modeling Trajectory as Image: Convolutional Neural Networks for Multi-scale Taxi Trajectory Prediction. IEEE BigComp 2018.

4. Jianming Lv, Xintong Wang. TREST:A Hadoop based Trajectories Retrieval System. IEEE ICDSC 2016.

5. 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. (CCF B类会议)

6. 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. (CCF B类会议)

7. 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 期刊)

8. 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 期刊)

9. 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.

10. Haibiao Lin, Jianming Lv, Can Yang, Miaoyi Deng, Kaitao Wang. GPS Trajectory Mining : a Survey, Journal of Computational Information Systems, 10(16), 2014.

11. 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.  

12. 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.

13. 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 期刊)

14. 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.

15. 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. (CCF B类会议)

16. 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.

17. 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.

18. 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. (CCF B类会议)

19. 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.

20. 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.

21. Xueqi Cheng,Jianming Lv,Zhaotao Zhou, Full-text information retrieval based on Peer-to-Peer networks, Journal of Computer Research and Development, 2004(12).

22. 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.

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