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Publications of Xin-Jing Wang

Image Knowledge Base

  1. Jianlong Fu, Jinqiao Wang, Xin-Jing Wang, Yong Rui, and Hanqing Lu. What Visual Attributes Characterize an Object Class?, ACCV, 2014
  2. Xin-Jing Wang, Lei Zhang, Ce Liu. Duplicate Discovery on 2 Billion Internet Images. Big Data Computer Vision, in conjunction with CVPR, 2013
  3. Xiaoshuai Sun, Xin-Jing Wang, Hongxun Yao, Lei Zhang. Exploring Implicit Image Statistics for VisualRepresentativeness Modeling, CVPR, 2013
  4. Zheng Xu, Xin-Jing Wang, Changwen Chen. Mining Visualness, ICME, 2013 (Best Student Paper Award)
  5. Jin-Woo Jeong, Xin-Jing Wang, Dong-Ho Lee. Towards Measuring the Visualness of a Concept, CIKM, 2012.
  6. Xin-Jing Wang, Zheng Xu, Lei Zhang, Ce Liu, Yong Rui. Towards Indexing Representative Images on The Web, ACM Multimedia (ACM MM), Brave New Idea Track, 2012.

 

Large-scale Image Annotation

  1. Anitha Kannan, Simon Baker, Krishnan Ramnath, Juliet Fiss, Dahua Lin, Lucy Vanderwende, Rizwan Ansary, Ashish Kapoor, Qifa Ke, Matt Uyttendaele, Xin-Jing Wang, and Lei Zhang, Mining Text Snippets for Images on the Web, KDD 2014, August 2014 
  2. Xin-Jing Wang, Lei Zhang, Wei-Ying Ma. Duplicate Search-based Image Annotation Using Web-scale Data. Proceedings of the IEEE (IEEEP). 2012.
  3. Xiao Zhang, Lei Zhang, Xin-Jing Wang, Harry Shum. Finding Celebrities in Billions of Web Images. IEEE Transactions on Multimedia (IEEE T-MM), vol. 99, 2012.
  4. Lican Dai, Xin-Jing Wang, Lei Zhang. Efficient Tag Mining by Mixture Modeling for real-time Search-based Image Annotation, ICME, 2012.
  5. Rui Zhang, Lei Zhang, Xin-Jing Wang, Ling Guan. Multi-feature pLSA for combining visual features in image annotation. ACM Multimedia (ACM MM), 2011
  6. Motaz Ahmad El-Saban, Xin-Jing Wang, Noran Hasan, Mahmoud Bassiouny, Mahmoud Refaat. Seamless annotation and enrichment of mobile captured video streams in real-time. ICME 2011: 1-4
  7. Xin-Jing Wang, Lei Zhang, Ming Liu, Yi Li, Wei-Ying Ma. ARISTA - Image Search to Annotation on Billions of Web Photos, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
  8. Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma. Annotating Images by Mining Image Search Results, IGI Book: Semantic Mining Technologies for Multimedia Databases (edited by Dacheng Tao, Dong Xu, Xuelong Li), 2009.
  9. Xin-Jing Wang, Lei Zhang, Annotation-Based Image Retrieval, Encyclopedia of Database Systems (edited by M. Tamer Özsu and Ling Liu, Springer- -Verlag), 2009.
  10. Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma. Annotating Images by Mining Image Search Results. Real-World Image Annotation and Retrieval, IEEE Trans. Pattern Analysis and Machine Intelligence Special Issue (IEEE T-PAMI), 2008.
  11. Xirong Li, Xin-Jing Wang, Changhu Wang, Lei Zhang, SBIA: Search-based Image Annotation by Leveraging Web-Scale Images, ACM International Conference on Multimedia (ACM MM), Augsburg, Germany, September, 2007.
  12. Xin-Jing Wang, Lei Zhang, Feng Jing, Wei-Ying Ma. AnnoSearch: Image Auto-Annotation by Search, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), poster, 2006
  13. Xin-Jing Wang, Lei Zhang, Feng Jing, Wei-Ying Ma. Image Annotation Using Search and Mining Technologies, 15th Inter. World Wide Web Conf. (WWW), poster, 2006. (Best Poster Award: sitelink)

 

Large-scale Image Retrieval

  1. Xin-Jing Wang, Lei Zhang, Relevance Feedback for Content-Based Information Retrieval, Encyclopedia of Database Systems, edited by M. Tamer Özsu and Ling Liu, Springer- -Verlag, 2009.
  2. Xin-Jing Wang, Wei-Ying Ma, Xing Li, Exploring Statistical Correlations for Image Retrieval, Multimedia Systems (MMSJ) 11(4): 340-351, 2006.
  3. Xin-Jing Wang, Wei-Ying Ma, Lei Zhang, Xing Li, Iteratively Clustering Web Images Based on Link and Attribute Reinforcement, ACM International Conference on Multimedia (ACM MM), 2005. (accept rate 16%)
  4. Xin-Jing Wang, Wei-Ying Ma, Xing Li, “Exploring Region Correlation and Context Expansion for Image Retrieval”, SIGIR workshop on Multimedia Information Retrieval(MIR), 2005
  5. Xin-Jing Wang, Wei-Ying Ma, Lei Zhang, Xing Li, Multi-Graph Enabled Active Learning for Multimodal Web Image Retrieval¡, ACM SIGMM International workshop on Multimedia Information Retrieval (MIR), 2005 (accept rate 21%)
  6. E. Y. Chang, Chu-Hong Hoi, Xin-Jing Wang, W.-Y. Ma, M. Lyu, A Unified Machine Learning Framework for Large-Scale Personalized Information Management, The 5th Emerging Information Technology Conference, Taipei, 2005. [Invited Paper]
  7. Xin-Jing Wang, Wei-Ying Ma, Gui-Rong Xue, Xing Li, Multi-Model Similarity Propagation and its Application for Web Image Retrieval, ACM International Conference on Multimedia (ACM MM), 2004 (accept rate 17%)
  8. Xin-Jing Wang, Wei-Ying Ma, Qi-Cai He, Xing Li, Grouping Web Image Search Result, ACM International Conference on Multimedia (ACM MM), poster, 2004
  9. Xin-Jing Wang, Wei-Ying Ma, Xing Li, Data-Driven Approach for Bridging the Cognitive Gap in Image Retrieval, IEEE International Conference of Multimedia & Expo (ICME), 2004. [Invited Paper]
  10. Xin-Jing Wang, Wei-Ying Ma, Xing Li, Learning Image Manifold Using Web Data, Pacific-Rim Conference on Multimedia (PCM), 2004. [Invited Paper]

 

Online Image Advertising

  1. Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma. “Argo: Intelligent Advertising Made Possible from Users’ Photos”, Book Chapter, IGI Book: Online Multimedia Advertising: Techniques and Technologies. (edited by Xian-sheng Hua, Tao Mei), 2011.
  2. Guwen Feng, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma. Guwen Feng, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma. Mining Adjacent Markets from A Large-scale Ads Video Collection for Image Advertising. In Proceedings of SIGIR 2010 Conference (SIGIR), poster, 2010.
  3. Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma. Argo: Intelligent Advertising Made Possible from Users’ Photos. In ACM Multimedia (ACM MM), demo, 2009.
  4. Xin-Jing Wang, Mo Yu, Lei Zhang, Rui Cai, Wei-Ying Ma. AArgo: Intelligent Advertising by Mining a User's Interest from His Photo Collections, In Proceedings of 3rd Annual International Workshop on Data Mining and Audience Intelligence for Advertising, in conjunction with SIGKDD (ADKDD), Paris, 2009.
  5. Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma. Advertising Based on Users' Photos, the 1st Internet Conference on Multimedia & Expo (ICME) Workshop on Internet Multimedia Search and Mining (IMSM'09), 2009. [Invited Paper]

 

Social Media Analysis, Question Answering

  1. Xudong Tu, Xin-Jing Wang, Dan Feng, Lei Zhang, Analogical Reasoning for Answer Ranking in Social Question Answering, IEEE Intelligent Systems, 2012
  2. Yuheng Ren, Mo Yu, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma. Diversifying Landmark Image Search Results by Learning Interested Views from Community Photos. In 18th Inter. World Wide Web Conf. (WWW), poster, 2010.
  3. Qiang Hao, Richard Cai, Xin-Jing Wang, Lei Zhang. Generating Location Overviews with Images and Tags by Mining User-Generated Travelogues. In ACM Multimedia (ACM MM), poster, 2009.
  4. Xin-Jing Wang, Xudong Tu, Dan Feng, Lei Zhang, Ranking Community Answers by Modeling Question-Answer Relationships via Analogical Reasoning, In Proceedings of SIGIR 2009 Conference (SIGIR), 2009.
  5. Xudong Tu, Xin-Jing Wang, Dan Feng, Lei Zhang, “Ranking Community Answers via Analogical Reasoning”, 18th World Wide Web Conf. (WWW), poster, 2009.
  6. Chen Lin, Jiang-Ming Yang, Rui Cai, Xin-Jing Wang, Wei Wang, and Lei Zhang. Simultaneously Modeling Semanticsand Structure of Threaded Discussions: A Sparse Coding Approach. In Proceedings of SIGIR 2009 Conference (SIGIR), 2009.
  7. Chen Lin, Jiang-Ming Yang, Rui Cai, Xin-Jing Wang, Wei Wang, and Lei Zhang. Modeling Semantics and Structureof Discussion Threads. 18th Inter. World Wide Web Conf. (WWW), poster, 2009.
  8. Xin-Jing Wang, Wen Liu, Yong Qin, “Chinese Word Segmentation by Search”, 16th World Wide Web Conf. (WWW), poster, 2007.

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__________________________

Xin-Jing Wang (王欣靖)

Researcher

Web Search & Mining Group
Microsoft Research Asia

5 Danling Street, Beijing 100080, China
Email: xjwang AT microsoft DOT com