鲁伟明副教授

鲁伟明,工学博士,副教授

浙江大学计算机学院人工智能研究所

数字图书馆教育部工程研究中心

中国工程科技数据和知识技术研究中心

电话:0571-87953779

E-mail:luwm@zju.edu.cn

 

浙江大学计算机学院人工智能研究所副教授,数字图书馆教育部工程研究中心、中国工程科技数据和知识技术研究中心青年骨干教师,2015年1月至2016年1月,在英国帝国理工学院Data Science Institute课题组进行学术访问。

主要研究领域为大数据分析与管理、数字图书馆、数据挖掘与知识发现等方面。先后主持国家自然科学基金青年基金、核高基重大专项子项、教育部数字图书馆项目、中国工程院工程科技知识中心项目、浙江省自然科学基金面上项目等多项课题。曾获浙江省科学技术一等奖(排名10),在IEEE Transactions on Multimedia, Information Processing & Management, Journal of Grid Computing, Neurocomputing, Journal of Visual Communication and Image Representation和IJCAI, AAAI, NAACL, JCDL, IEEE Cloud, IEEE Cluster等国内外期刊和会议上发表学术论文40余篇,获得国家发明专利授权11项,软件著作权14项。

  

  • 承担的部分科研项目:
  1. 面向跨源跨语言知识图谱构建的实体融合关键技术研究, 浙江省自然科学基金面上项目, 2017-01至2019-12
  2. 工程科教图书知识服务系统,中国工程院工程科技知识中心项目,2012-01至2016-12
  3. 大规模Web共享图像的关联分析和主题检索,国家自然科学基金青年基金项目,2012-01至2014-12

 

  • 发表论文:
  1. Shansong Yang, Weiming Lu*, Dezhi Yang, Xi Li, Chao Wu, Baogang Wei, KeyphraseDS: Automatic generation of survey by exploiting keyphrase information, Neurocomputing, 2017, 224: 58-70, SCI, IF: 2.392
  2. Yueting Zhuang, Hanqi Wang, Jun Xiao, Fei Wu, Yi Yang, Weiming Lu, Zhongfei Zhang. Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling, IEEE Transactions on Knowledge and Data Engineering(online published: http://dx.doi.org/10.1109/TKDE.2017.2658571)
  3. Hanqi Wang, Fei Wu, Weiming Lu, Yi Yang, Xi Li, Xuelong Li, Yueting Zhuang, Identifying Objective and Subjective Words via Topic Modeling, Accept by IEEE Transactions on Neural Networks and Learning Systems
  4. Shansong Yang, Weiming Lu*, Zhanjiang Zhang, Baogang Wei, Wenjia An, Amplifying scientific paper's abstract by leveraging data-weighted reconstruction, Information Processing & Management, 2016, VOL.52,NO.4, P698-719, SCI,IF:1.397
  5. Yin Zhang, Weiming Lu*, Yang Liu, Fei Wu, Kernelized sparse hashing for scalable image retrieval, Neurocomputing, 2016, VOL.172,NO., P207-214, SCI,IF:2.392
  6. Yueting ZHUANG, Yaoguang WANG, Jian SHAO, Ling CHEN, Weiming LU, Jianling SUN, Baogang WEI, Jiangqin WU, D-Ocean: An Unstructured Data Management System for Data Ocean Environment, Frontiers of Computer Science, 2016, VOL.10,NO.2, P353-369, SCI,IF:0.66
  7. Fei Wu, Hanyin Fang, Xi Li, Siliang Tang, Weiming Lu, Yi Yang, Wenwu Zhu, Yueting Zhuang, Aspect Learning for Multimedia Summarization via Nonparametric Bayesian. IEEE Trans. Circuits Syst. Video Techn. 2016, 26(10): 1931-1942, SCI, IF: 2.254
  8. Zhuhao Wang, Fei Wu, Weiming Lu*, Jun Xiao, Xi Li, Zitong Zhang, Yueting Zhuang, Diverse Image Captioning via GroupTalk, IJCAI, 2016, EI
  9. Yaoguang Wang, Weiming Lu*, Renjie Lou, Baogang Wei, Improving MapReduce Performance with Partial Speculative Execution, JOURNAL OF GRID COMPUTING, 2015, VOL.13,NO.4, P587-604, SCI,IF:1.561
  10. Xu Tan, Fei Wu, Xi Li, Siliang Tang, Weiming Lu*, Yueting Zhuang, Structured Visual Feature Learning for Classification via Supervised Probabilistic Tensor Factorization, IEEE Transactions on Multimedia, 2015, VOL.17,NO.5, P660-673, SCI,IF:2.536
  11. Fei Wu, Xinyang Jiang, Xi Li, Siliang Tang, Weiming Lu, Zhongfei Zhang, Yueting Zhuang, Cross-Modal Learning to Rank via Latent Joint Representation, IEEE Transactions on Image Processing, 2015, VOL.24,NO.5, P1497-1509, SCI,IF:3.735
  12. Hanyin Fang, Weiming Lu, Fei Wu, Yin Zhang, Xindi Shang, Jian Shao, Yueting Zhuang, Topic aspect-oriented summarization via group selection, Neurocomputing, 2015, VOL.149,NO., P1613-1619, SCI,IF:2.392
  13. Shansong Yang, Weiming Lu*, Dezhi Yang, Baogang Wei, Short Text Understanding by Leveraging Knowledge into Topic Model, NAACL, 2015, EI
  14. Siliang Tang, Fei Wu, Si Li, Weiming Lu*, Zhongfei Zhang, Yueting Zhuang, Sketch the Storyline with CHARCOAL: A Non-Parametric Approach, IJCAI, 2015, VOL.,NO., P3841-3848, EI
  15. Weiming Lu, Renjie Lou, Hao Dai, Zhenyu Zhang, Shansong Yang, Baogang Wei, Taxonomy Induction from Chinese Encyclopedias by Combinatorial Optimization, NLPCC, 2015, EI
  16. Weiming Lu, Zhenyu Zhang, Renjie Lou, Hao Dai, Shansong Yang, Baogang Wei, Mining RDF from Tables in Chinese Encyclopedias, NLPCC, 2015, EI
  17. Xinyang Jiang, Fei Wu, Xi Li, Zhou Zhao, Weiming Lu, Siliang Tang, Yueting Zhuang, Deep Compositional Cross-modal Learning to Rank via Local-Global Alignment, ACMM, 2015, EI
  18. Xinyang Jiang, Fei Wu, Yin Zhang, Siliang Tang, Weiming Lu, Yueting Zhuang, The classification of multi-modal data with hidden conditional random field, Pattern Recognition Letters, 2015, VOL.51,NO., P63-69, SCI,IF:1.586
  19. 汤斯亮,程璐,邵健,吴飞,鲁伟明, 基于概率主题建模的新闻文本可视化综述, 计算机辅助设计与图形学报, 2015, VOL.27,NO.5, P771-782, EI
  20. Jun Song, Yueyang Wang, Fei Wu, Weiming Lu, Siliang Tang, Yueting Zhuang, Multi-modal Retrieval via Deep Textual-Visual Correlation Learning, IScIDE, 2015, EI
  21. Ying Yuan, Weiming Lu*, Fei Wu, Yueting Zhuang, Multiple kernel learning with NOn-conVex group spArsity, JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, VOL.25,NO.7, P1616-1624, SCI,IF:1.530
  22. Shansong Yang, Weiming Lu, Baogang Wei, Wenjia An, Amplifying Scientific Paper’s Abstract By Leveraging Data-weighted Reconstruction, JCDL, 2014, EI
  23. Shansong Yang, Weiming Lu, Baogang Wei, Cross-Reading by Leveraging a Hybrid Index of Heterogeneous Information, DaEng, 2014, EI
  24. Xinyan Lu, Fei Wu, Xi Li, Yin Zhang, Weiming Lu, Donghui Wang, Yueting Zhuang, Learning Multimodal Neural Network with Ranking Examples, ACMM, 2014, EI
  25. Zijian Li, Siliang Tang, Jian Shao, Weiming Lu, Yueting Zhuang, Geo-informative discriminative image representation by semi-supervised hierarchical topic modeling, ICME, 2014, EI
  26. Weiming Lu, Liangju Zheng, Jian Shao, Baogang Wei, Yueting Zhuang, Digital Library Engine: Adapting Digital Library for Cloud Computing, IEEE International Conference on Cloud Computing, 2013
  27. Zhenkun Zhou, Weiming Lu, Wenjia An, SRec: an automatic slide capturing and sharing system, ICADL, 2013, EI
  28. Yueting Zhuang, Yanfei Wang, Fei Wu, Yin Zhang ,Weiming Lu, Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval, AAAI, 2013
  29. 鲁伟明, 杜晨阳,魏宝刚, 沈春辉, 叶振超, 基于MapReduce的分布式近邻传播聚类算法, 计算机研究与发展, 2012, VOL.49,NO.8, P1762-1772, EI
  30. Liangju Zheng, Weiming Lu*, Meng Zhang, Baofeng Zhang, Baogang Wei, A Scalable, Adaptive, Self-Management and Fault-Tolerant Architecture for Digital Library, International Conference on Asia-Pacific Digital Libraries, 2012, EI
  31. Jian Shao, Shuai Ma, Weiming Lu, Yueting Zhuang, A unified framework for web video topic discovery and visualization, Pattern Recognition Letters, 2012, VOL.33,NO.4, P410-419, SCI,IF:1.586
  32. Yaoguang Wang, Weiming Lu, Baogang Wei, Transactional Multi-row Access Guarantee in the Key-value Store, IEEE International Conference on Cluster Computing, 2012, EI
  33. Yaoguang Wang, Weiming Lu, Bin Yu, Baogang Wei, HAaaS: Towards Highly Available Distributed Systems, IEEE International Conference on Cluster Computing, 2012, EI
  34. 汤斯亮, 张寅, 罗杰斯, 鲁伟明, 邵健, 结合作者与地理信息的图像主题建模, 计算机辅助设计与图形学学报, 2012, VOL.24,NO.9, P1180-1187, EI
  35. Weiming Lu, Jiangqin Wu, Baogang Wei, Yueting Zhuang, Efficient shape matching for Chinese calligraphic character retrieval, Journal of Zhejiang University - SCIENCE C, 2011, VOL.12,NO.11, P873-884, SCI,IF:0.392
  36. Jie Yuan, Baogang Wei, Weiming Lu, Lidong Wang, A new video text detection method, JCDL, 2011, EI
  37. Jie Yuan, Baogang Wei, Lidong Wang, Weiming Lu, Yueting Zhuang, CMSOF: a structured data organization framework for scanned Chinese medicine books in digital libraries, Journal of Zhejiang University - SCIENCE C, 2010, 11(11): 882-892 , SCI: 0.392
  38. Chunhui Shen, Weiming Lu*, Jiangqin Wu, Baogang Wei, A digital library architecture supporting massive small files and efficient replica maintenance, ACM/IEEE Joint Conference on Digital Library (JCDL), 2010, EI
  39. Yueting Zhuang, Weiming Lu*, Jiangqin Wu. Latent Style Model: Discovering writing styles for calligraphy works. Journal of Visual Communication and Image Representation, 2009, 20(2):84-96, SCI, IF: 1.53
  40. Weiming Lu, Yueting Zhuang, Jiangqin Wu. Discovering calligraphy style relationships by Supervised Learning Weighted Random Walk Model. Multimedia Systems, 2009, 15(4):221-242 , SCI, IF: 1.41

 

  • 发明专利:
  1. 图书交叉阅读方法,授权日期:02,ZL201310601627.8
  2. 一种基于图书目录的知识图谱的构建方法, 授权日期:01, ZL201310601668.7
  3. 一种基于选择单元的主题建模方法, 授权日期:08, ZL201310410816.7
  4. 基于图书阅读行为的图书章节摘要生成方法, 授权日期:06, ZL201410090143.6
  5. 一种云计算平台上的分布式事务管理方法, 授权日期:12, ZL201210228114.2
  6. 一种非结构化数据管理的全过程建模方法, 授权日期:12, ZL201210226921.8
  7. 一种高可用分布式全文索引方法, 授权日期:11, ZL201210226357.2
  8. 基于边缘信息和分布熵的视频字幕识别设计方法, 授权日期:05,ZL201110024330.0
  9. 支持海量小文件和动态备份数的数字图书馆存储系统的构建方法, 授权日期:11, ZL201010262584.1
  10. 计算机辅助书法牌匾设计方法, 授权日期:06, ZL200810059797.7
  11. 基于标注重要性次序的图像语义自动标注方法, 授权日期:07,ZL200610053409.5
  12. 一种数字图书馆即服务的云计算平台构建方法, 申请号:5
  13. 一种基于深度神经网络的跨媒体排序方法,申请号:201410531101
  14. 一种基于混合距离依赖中餐馆过程的层次化主题建模方法,申请号:0
  15. 一种基于地理信息的层次化视觉特征提取方法,申请号:2
  16. 基于近邻传播模型从图书目录中学习层次结构的方法,申请号:X
  17. 一种基于问题主题和焦点的问题相似度计算方法,申请号:9
  18. 一种非结构化数据多存储系统中同步数据的方法, 申请号:2
  19. 一种基于迭代模型的中文百科知识图谱分类体系构建方法,申请号:4
  20. 一种基于图书的概念-描述词知识网络的构建方法,申请号:4
  21. 一种基于图书目录的专题自动生成的方法,申请号:9
  22. 一种基于短语主题建模的多文档自动摘要生成算法,申请号:0
  23. 基于多源实体融合的知识图谱构建方法,申请号:0
  24. 一种数字图书的版面分析方法,申请号:2016105841267
  25. 数字图书结构化分析处理方法,申请号:2016105868306
  26. 基于深度学习的实体链接方法,申请号:2016105920678
  27. 基于图书内容的图书书后索引自动构建方法, 申请号:7
  28. 基于图的主题描述词预测及排序, 申请号:7
  29. 基于维基百科的中英文跨语言实体匹配方法技术, 申请号:X

 

  • 软件著作权:
  1. 中文知识图谱系统0, 2016SR237657
  2. 图书专题自动生成系统0, 2016SR240049
  3. 图书阅读增强系统0,2016SR238762
  4. D-Ocean非结构化数据管理系统0 , 2012SR057825
  5. D-Ocean UDBC工具0, 2012SR057821
  6. D-Ocean集群与任务监控管理系统0, 2012SR057570
  7. D-Ocean Admin GUI 管理工具软件0, 2012SR057832
  8. 基于非结构化数据管理系统的数字图书馆服务系统0, 2012SR109090
  9. 基于非结构化数据管理系统的书法服务系统0, 2012SR109093,
  10. 基于非结构化数据管理系统的中医药知识服务系统0, 2012SR109096
  11. 基于非结构化数据管理系统的文学编年史知识服务系统0, 2012SR109098
  12. 基于对等索引的图像检索系统0,2007SR00515
  13. 书法检索与书写重现系统软件0,2007SR00518
  14. 数字图书馆门户软件0,2007SR00745