Selected Publications of Wei-Ying Ma

ACM Multimedia Confeence

  • Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma: Mining city landmarks from blogs by graph modeling. ACM Multimedia 2009: 105-114
  • Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li: Flickr distance. ACM Multimedia 2008: 31-40
  • Zhiwei Li, Lei Zhang, Wei-Ying Ma: Delivering online advertisements inside images. ACM Multimedia 2008: 1051-1060
  • Rui Cai, Chao Zhang, Lei Zhang, Wei-Ying Ma: Scalable music recommendation by search. ACM Multimedia 2007: 1065-1074
  • Rui Cai, Chao Zhang, Chong Wang, Lei Zhang, Wei-Ying Ma: MusicSense: contextual music recommendation using emotional allocation modeling. ACM Multimedia 2007: 553-556
  • Xiaoguang Rui, Mingjing Li, Zhiwei Li, Wei-Ying Ma, Nenghai Yu: Bipartite graph reinforcement model for web image annotation. ACM Multimedia 2007: 585-594
  • Jing Liu, Bin Wang, Mingjing Li, Zhiwei Li, Wei-Ying Ma, Hanqing Lu, Songde Ma: Dual cross-media relevance model for image annotation. ACM Multimedia 2007: 605-614
  • Lei Zhang, Le Chen, Feng Jing, Kefeng Deng, Wei-Ying Ma: EnjoyPhoto: a vertical image search engine for enjoying high-quality photos. ACM Multimedia 2006: 367-376
  • Feng Jing, Changhu Wang, Yuhuan Yao, Kefeng Deng, Lei Zhang, Wei-Ying Ma: IGroup: web image search results clustering. ACM Multimedia 2006: 377-384
  • Bin Gao, Tie-Yan Liu, Tao Qin, Xin Zheng, QianSheng Cheng, Wei-Ying Ma: Web image clustering by consistent utilization of visual features and surrounding texts. ACM Multimedia 2005: 112-121
  • Xin-Jing Wang, Wei-Ying Ma, Lei Zhang, Xing Li: Iteratively clustering web images based on link and attribute reinforcements. ACM Multimedia 2005: 122-131
  • Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma: Graph based multi-modality learning. ACM Multimedia 2005: 862-871
  • Xiaofei He, Wei-Ying Ma, HongJiang Zhang: Learning an image manifold for retrieval. ACM Multimedia 2004: 17-23
  • Lei Zhang, Yuxiao Hu, Mingjing Li, Wei-Ying Ma, HongJiang Zhang: Efficient propagation for face annotation in family albums. ACM Multimedia 2004: 716-723
  • Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin: Locality preserving clustering for image database. ACM Multimedia 2004: 885-891
  • Xin-Jing Wang, Wei-Ying Ma, Gui-Rong Xue, Xing Li: Multi-model similarity propagation and its application for web image retrieval. ACM Multimedia 2004: 944-951
  • Deng Cai, Xiaofei He, Zhiwei Li, Wei-Ying Ma, Ji-Rong Wen: Hierarchical clustering of WWW image search results using visual, textual and link information. ACM Multimedia 2004: 952-959
  • Hao Liu, Xing Xie, Wei-Ying Ma, HongJiang Zhang, “Automatic browsing of large pictures on mobile devices,” ACM Multimedia 2003: 148-155
  • Bin Yu, Wei-Ying Ma, Klara Nahrstedt, HongJiang Zhang, “Video summarization based on user log enhanced link analysis,” ACM Multimedia 2003: 382-391
  • Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel, “Knowing a tree from the forest: art image retrieval using a society of profiles,” ACM Multimedia 2003: 622-631.

ACM SIGIR Conference

  • Jun Xu, Tie-Yan Liu, Min Lu, Hang Li, Wei-Ying Ma: Directly optimizing evaluation measures in learning to rank. SIGIR 2008: 107-114
  • Yida Wang, Jiang-Ming Yang, Wei Lai, Rui Cai, Lei Zhang, Wei-Ying Ma: Exploring traversal strategy for web forum crawling. SIGIR 2008: 459-466
  • Ming-Feng Tsai, Tie-Yan Liu, Tao Qin, Hsin-Hsi Chen, Wei-Ying Ma: FRank: a ranking method with fidelity loss. SIGIR 2007: 383-390
  • Gu Xu, Wei-Ying Ma: Building implicit links from content for forum search. SIGIR 2006: 300-307
  • Guang Feng, Tie-Yan Liu, Ying Wang, Ying Bao, Zhiming Ma, Xu-Dong Zhang, Wei-Ying Ma: AggregateRank: bringing order to web sites. SIGIR 2006: 75-82
  • Zhiwei Li, Bin Wang, Mingjing Li, Wei-Ying Ma: A probabilistic model for retrospective news event detection. SIGIR 2005: 106-113
  • Jun Yan, Ning Liu, Benyu Zhang, Shuicheng Yan, Zheng Chen, QianSheng Cheng, Weiguo Fan, Wei-Ying Ma: OCFS: optimal orthogonal centroid feature selection for text categorization. SIGIR 2005: 122-129
  • Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Zheng Chen, Wei-Ying Ma: A study of relevance propagation for web search. SIGIR 2005: 408-415
  • Lee Wang, Chuang Wang, Xing Xie, Josh Forman, Yansheng Lu, and Wei-Ying Ma, Ying Li: Detecting dominant locations from search queries. SIGIR 2005: 424-431
  • Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song, Wei-Ying Ma: Gravitation-based model for information retrieval. SIGIR 2005: 488-495
  • Benyu Zhang, Hua Li, Yi Liu, Lei Ji, Wensi Xi, Weiguo Fan, Zheng Chen, and Wei-Ying Ma: Improving web search results using affinity graph. SIGIR 2005: 504-511
  • Hua-Jun Zeng, Qi-Cai He, Zheng Chen, Wei-Ying Ma, Jinwen Ma: Learning to cluster web search results. SIGIR 2004: 210-217
  • Dou Shen, Zheng Chen, Qiang Yang, Hua-Jun Zeng, Benyu Zhang, Yuchang Lu, Wei-Ying Ma: Web-page classification through summarization. SIGIR 2004: 242-249
  • Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma: Block-level link analysis. SIGIR 2004: 440-447
  • Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma: Block-based web search. SIGIR 2004: 456-463
  • Ji-Rong Wen, Ni Lao, Wei-Ying Ma: Probabilistic model for contextual retrieval. SIGIR 2004: 57-63
  • Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma: Locality preserving indexing for document representation. SIGIR 2004: 96-103
  • Jidong Wang, Huajun Zeng, Zheng Chen, Hongjun Lu, Li Tao, Wei-Ying Ma, ReCoM: reinforcement clustering of multi-type interrelated data objects, SIGIR 2003: 274-281
  • Zheng Chen, Shengping Liu, Liu Wenyin, Geguang Pu, Wei-Ying Ma: Building a web thesaurus from web link structure,” SIGIR 2003: 48-55
  • Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma, Hong-Jiang Zhang, Chao-Jun Lu: Implicit link analysis for small web search, SIGIR 2003: 56-63

International World Wide Web (WWW) Conference

  • Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma: Mining interesting locations and travel sequences from GPS trajectories. WWW 2009: 791-800
  • Jiang-Ming Yang, Rui Cai, Yida Wang, Jun Zhu, Lei Zhang, Wei-Ying Ma: Incorporating site-level knowledge to extract structured data from web forums. WWW 2009: 181-190
  • Zaiqing Nie, Yunxiao Ma, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma: Web object retrieval. WWW 2007: 81-90
  • Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, Michael R. Lyu, Wei-Ying Ma: Time-dependent semantic similarity measure of queries using historical click-through data. WWW 2006: 543-552
  • Zaiqing Nie, Yuanzhi Zhang, Ji-Rong Wen, Wei-Ying Ma: Object-level ranking: bringing order to Web objects. WWW 2005: 567-574
  • Ruihua Song, Haifeng Liu, Ji-Rong Wen, Wei-Ying Ma: Learning block importance models for web pages. WWW 2004: 203-211
  • Wensi Xi, Benyu Zhang, Zheng Chen, Yizhou Lu, Shuicheng Yan, Wei-Ying Ma, Edward A. Fox: Link fusion: a unified link analysis framework for multi-type interrelated data objects. WWW 2004: 319-327
  • Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma: Improving pseudo-relevance feedback in web information retrieval using web page segmentation. WWW 2003: 11-18
  • Yu Chen, Wei-Ying Ma, Hong-Jiang Zhang: Detecting web page structure for adaptive viewing on small form factor devices. WWW 2003: 225-233
  • Hang Cui, Ji-Rong Wen, Jian-Yun Nie, Wei-Ying Ma: Probabilistic query expansion using query logs. WWW 2002: 325-332.

ACM SIGKDD, IEEE CVPR, and GIS Conference

  • Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma: Vocabulary hierarchy optimization for effective and transferable retrieval. CVPR 2009: 1161-1168
  • Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma: Mining correlation between locations using human location history. GIS 2009: 472-475
  • Xiangye Xiao, Xing Xie, Qiong Luo, Wei-Ying Ma: Density based co-location pattern discovery. GIS 2008: 29
  • Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma: Object-level Vertical Search. CIDR 2007: 235-246
  • Xin-Jing Wang, Lei Zhang, Feng Jing, Wei-Ying Ma: AnnoSearch: Image Auto-Annotation by Search. CVPR (2) 2006: 1483-1490
  • Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma: Learning Distance Metrics with Contextual Constraints for Image Retrieval. CVPR (2) 2006: 2072-2078
  • Qiankun Zhao, Tie-Yan Liu, Sourav S. Bhowmick, Wei-Ying Ma: Event detection from evolution of click-through data. KDD 2006: 484-493
  • Jun Zhu, Zaiqing Nie, Ji-Rong Wen, Bo Zhang, Wei-Ying Ma: Simultaneous record detection and attribute labeling in web data extraction. KDD 2006: 494-503
  • Muyuan Wang, Zhiwei Li, Lie Lu, Wei-Ying Ma, Naiyao Zhang: Web object indexing using domain knowledge. KDD 2005: 294-303
  • Bin Gao, Tie-Yan Liu, Xin Zheng, QianSheng Cheng, Wei-Ying Ma: Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering. KDD 2005: 41-50
  • Wei-Ying Ma, B. S. Manjunath: Edge Flow: A Framework of Boundary Detection and Image Segmentation. CVPR 1997: 744-749
  • Wei-Ying Ma, B. S. Manjunath: Texture Features and Learning Similarity. CVPR 1996: 425-430

Transactions and Journal Publications

  • Yu Zheng, Xing Xie, Wei-Ying Ma: GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory. IEEE Data Eng. Bull. 33(2): 32-39 (2010)
  • Xiangye Xiao, Qiong Luo, Dan Hong, Hongbo Fu, Xing Xie, Wei-Ying Ma: Browsing on small displays by transforming Web pages into hierarchically structured subpages. TWEB 3(1): 4 (2009)
  • Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma: Annotating Images by Mining Image Search Results. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1919-1932 (2008)
  • Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma: A survey of content-based image retrieval with high-level semantics. Pattern Recognition 40(1): 262-282 (2007)
  • Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, H.J. Zhang, Clustering and Searching WWW Images Using Link and Page Layout Analysis, to appear in ACM Transactions on Multimedia Computing, Communications and Applications
  • Xing Xie, Hao Liu, Wei-Ying Ma, Hongjiang Zhang: Browsing Large Pictures under Limited Display Sizes. IEEE Transactions on Multimedia 8(4): 707-715 (2006)
  • Xin-Jing Wang, Wei-Ying Ma, Xing Li: Exploring statistical correlations for image retrieval. Multimedia System Journal. 11(4): 340-351 (2006)
  • Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, Hongjiang Zhang: A probabilistic semantic model for image annotation and multi-modal image retrieval. Multimedia Syst. 12(1): 27-33 (2006)
  • Shen Huang, Zheng Chen, Yong Yu, Wei-Ying Ma: Multitype Features Coselection for Web Document Clustering. IEEE Trans. Knowledge Data Eng. 18(4): 448-459 (2006)
  • Yu Chen, Xing Xie, Wei-Ying Ma, HongJiang Zhang: Adapting Web Pages for Small-Screen Devices. IEEE Internet Computing 9(1): 50-56 (2005)
  • Bin Gao, Tie-Yan Liu, Guang Feng, Tao Qin, QianSheng Cheng, Wei-Ying Ma: Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning. IEEE Trans. Knowledge Data Eng. 17(9): 1263-1273 (2005)
  • Xing Xie, Chong Wang, Li-Qun Chen, Wei-Ying Ma: An adaptive web page layout structure for small devices. Multimedia Syst. 11(1): 34-44 (2005)
  • Li-Qun Chen, Xing Xie, Xin Fan, Wei-Ying Ma, Hong-Jiang Zhang, He-Qin Zhou: A Visual Attention Model for Adapting Images on Small Displays. ACM Multimedia Systems Journal, Vol.9, No.4, 2003, p353-364.
  • Xiaofei He, Oliver King, Wei-Ying Ma, Mingjing Li, Hongjiang Zhang: Learning a Semantic Space from User's Relevance Feedback for Image Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, Jan 2003.
  • Hang Cui, Ji-Rong Wen, Jian-Yun Nie, Wei-Ying Ma: Query Expansion by Mining User Logs. IEEE Trans. Knowledge Data Eng. 15(4): 829-839 (2003).
  • G.-D. Guo, A. K. Jain, Wei-Ying Ma, and Hongjiang Zhang: Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback. IEEE Transactions on Neural Networks, pp 811-820, vol. 13, No 4, July 2002.
  • S. J. Lee, Wei-Ying Ma, and B. Shen: An interactive video delivery and caching system using video summarization. Computer Communication Journal, Elsevier.
  • Wei-Ying Ma and B. S. Manjunath: Edge flow: a technique for boundary detection and image segmentation,” IEEE Transactions on Image Processing, Vol. 9, No. 8, pp. 1375-1388, August 2000.
  • Wei-Ying Ma and B. S. Manjunath: Netra: a toolbox for navigating large image databases. IEEE Multimedia Systems. Vol. 7, pp. 184-198, May 1999.
  • Wei-Ying Ma and B. S. Manjunath: A texture thesaurus for browsing large aerial photographs. Journal of the American Society for Information Science, Vol. 49, No. 7, pp. 633-648, 1998.
  • B. S. Manjunath and Wei-Ying Ma: Texture features for browsing and retrieval of image data. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 18, No. 8, pp. 837-842. August 1996.
  • Wei-Ying Ma and B. S. Manjunath: Texture-based pattern retrieval from image databases. Journal of Multimedia Tools and Applications, Vol. 2, No. 1, pp. 35-51, January 1996.