个人简介

吕建明博士, 华南理工大学计算机学院教授。2002年本科毕业于中山大学计算机系,2008年获中科院计算技术研究所博士学位。2017年在香港城市大学任高级副研究员(Senior Research Associate)。目前是ACM/IEEE/CCF会员,CCF教育专业委员会委员,CCF人工智能与模式识别专委会通讯委员,CCF数据库专委会通讯委员,中文信息学会信息检索专委会委员。研究兴趣包括数据挖掘、计算机视觉、机器学习、分布式计算、隐私保护。已经在相关领域发表40余篇会议和杂志论文,其中包括CCF A类会议CVPR, CCF B类会议ACM CIKM、ICPP、DASFAA等领域内重要的会议,以及IEEE Transactions on Pattern Analysis and Machine Intelligence、IEEE Transactions on Services Computing、IEEE Transactions on Intelligent Transportation Systems、ACM Transactions on Multimedia Computing Communications and Applications、Computer Networks等重要SCI杂志。近年来,主持了20余项科学研究项目,包括国家自然基金面上项目、青年基金、广东省科技计划项目等。获发明专利授权6项,发明专利申请7项,软件著作权6项。曾获优秀获校级本科教学成果一等奖。指导学生获得泛珠三角大学生计算机作品赛全国总决赛金奖。

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

学术论文

  1. Min Yang, Xintong Wang, Yao Lu, Jianming Lv, Ying Shen, Chengming Li. Plausibility-promoting Generative Adversarial Network for Abstractive Text Summarization with Multi-task Constraint. Accepted by Information Sciences. 2020.
  2. Zhenguo Yang, Zehang Lin, Peipei Kang, Jianming Lv, Qing Li, Wenyin Liu. Learning Shared Semantic Space with Correlation Alignment for Cross-modal Event Retrieval. Accepted by ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMM). 2019.[paper]
  3. Jianming Lv, Qinghui Sun, Qing Li, Luis Moreira-Matias. Multi-scale and Multi-scope Convolutional Neural Networks For Destination Prediction of Trajectories. IEEE Transactions on Intelligent Transportation Systems, 2019, DOI: 10.1109/TITS.2019.2924903. (SCI, JCR-1区) [paper]
  4. Qin-zhe Xiao, Jinghui Zhong, Liang Feng, Linbo Luo, Jianming Lv. A Cooperative Coevolution Hyper-Heuristic Framework for Workflow Scheduling Problem. IEEE Transactions on Services Computing, 2019.DOI: 10.1109/TSC.2019.2923912. (SCI期刊, JCR-1区). [paper]
  5. Jianming Lv, Jiajie Zhong, Jintao Liang, Zhenguo Yang. ACE: Ant Colony based Multi-level Network Embedding for Hierarchical Graph Representation Learning. IEEE Access, Volume 7, Pages:73970-73982, June 2019. (SCI期刊, JCR-1区). [paper] [code]
  6. Ziliang He, Zhenguo Yang, Xudong Mao, Jianming Lv, Qing Li, Wenyin Liu. Self-attention StarGAN for Multi-domain Image-to-image Translation. ICANN 2019. (CCF C类会议)
  7. Zhenguo Yang, Qing Li, Liu Wenyin, Jianming Lv. Shared Multi-view Data Representation for Multi-domain Event Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2019. DOI: 10.1109/TPAMI.2019.2893953. (SCI 期刊, JCR-1区) [paper]
  8. 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) [paper] [code]
  9. Min Cheng, Qing Li, Jianming Lv, Wenyin Liu, Jianpin Wang. Multi-Scale LSTM Model for BGP Anomaly Classification. IEEE Transactions on Services Computing, 2018. DOI: 10.1109/TSC.2018.2824809. (SCI期刊, JCR-1区) [paper]
  10. Jianming Lv, Jiajie Zhong, Weihang Chen, Qinzhe Xiao, Zhenguo Yang and Qing Li. Homepage Augmentation by Predicting Links in Heterogenous Networks. CIKM 2018. (CCF B类会议)[paper]
  11. Zehang Lin, Zhenguo Yang, Runwei Situ, Feitao Huang, Jianming Lv, Qing Li and Wenyin Liu. Improving Maximum Classifier Discrepancy by Considering Joint Distribution for Domain Adaptation. WISE 2018. (CCF C 类会议)[paper]
  12. Runwei Situ, Zhenguo Yang, Jianming Lv, Qing Li, Wenyin Liu. Cross-Modal Event Retrieval: A Dataset and a Baseline using Deep Semantic Learning. PCM 2018. (CCF C 类会议)[paper]
  13. Jianming Lv, Xintong Wang. Cross-dataset Person Re-Identification Using Similarity Preserved GenerativeAdversarial Networks. International Conference on Knowledge Science, Engineering and Management 2018. (CCF C 类会议)[paper]
  14. Jianming Lv, Qing Li, Xingtong Wang. T-CONV: A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction. IEEE BigComp 2018.[paper]
  15. 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). [paper] [award]
  16. Jianming Lv, Xintong Wang. TREST:A Hadoop based Trajectories Retrieval System. IEEE ICDSC 2016.[paper]
  17. 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) [paper]
  18. 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.
  19. 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)[paper]
  20. 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) [paper]
  21. 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) [paper]
  22. 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.
  23. Haibiao Lin, Jianming Lv, Can Yang, Miaoyi Deng, Kaitao Wang. GPS Trajectory Mining : a Survey, Journal of Computational Information Systems, 10(16), 2014.
  24. 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.
  25. 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.
  26. 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)
  27. 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.
  28. 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.
  29. 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)
  30. 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.
  31. 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.
  32. 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.
  33. 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)
  34. 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.
  35. 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.
  36. 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.
  37. 吕建明, 刘悦, 丁林,等. P2P 与信息检索[J]. 信息技术快报, 2005.
  38. Xueqi Cheng,Jianming Lv,Zhaotao Zhou, Full-text information retrieval based on Peer-to-Peer networks, Journal of Computer Research and Development, 2004(12).
  39. 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.
  40. 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 a 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 40 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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