Publications

2013

  1. Qiang Hao, Rui Cai, Zhiwei Li, Lei Zhang, Yanwei Pang, Feng Wu, and Yong Rui. "Efficient 2D-to-3D Correspondence Filtering for Scalable 3D Object Recognition". in Proc. of the 26th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp.899-906, Portland, Oregon, USA. June 23-28, 2013.
  2. Kye-Hyeon Kim, Rui Cai, Lei Zhang, and Seungjin Choi. "Regularized Discriminant Embedding for Visual Descriptor Learning". in Proc. of the International Conference on Learning Representations (ICLR 2013), Scottsdale, Arizona, USA. May 2-4, 2013. 

2012

  1. Tianzhu Zhang, Rui Cai, Zhiwei Li, Lei Zhang, and Hanqing Lu. "Hierarchical Object Representations for Visual Recognition via Weakly Supervised Learning". in Proc. of the 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, Korea. November 5-9, 2012.
  2. Qiang Hao, Rui Cai, Zhiwei Li, Lei Zhang, Yanwei Pang, and Feng Wu. "3D Visual Phrases for Landmark Recognition". in Proc. of the 25th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), pp. 3594-3601, Providence, Rhode Island, USA. June 18-20, 2012.

2011

  1. Yanwei Pang, Qiang Hao, Yuan Yuan, Tanji Hu, Rui Cai, and Lei Zhang. "Summarizing Tourist Destinations by Mining User-generated Travelogues and Photos". Computer Vision and Image Understanding, Vol. 115, No. 3, pp.352-363, March 2011.
  2. Bing Li, Rong Xiao, Zhiwei Li, Rui Cai, Bao-Liang Lu, and Lei Zhang. "Rank-SIFT: Learning to Rank Repeatable Local Interest Points". in Proc. of the 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011), pp.1737-1744, Colorado Springs, USA. June 20-25, 2011.
  3. Qiang Hao, Rui Cai, Yanwei Pang, and Lei Zhang. "From One Tree to a Forest: a Uniļ¬ed Solution for Structured Web Data Extraction". in Proc. of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pp.775-784, Beijing, China. July 24-28, 2011.
  4. Linkai Weng, Zhiwei Li, Rui Cai, Yaoxue Zhang, Yuezhi Zhou, Laurence T. Yang, and Lei Zhang. "Query by Document via a Decomposition-Based Two-Level Retrieval Approach". in Proc. of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pp.505-514, Beijing, China. July 24-28, 2011.
  5. Minghai Liu, Rui Cai, Ming Zhang, and Lei Zhang. "User Browsing Behavior-driven Web Crawling". in Proc. of the 20th ACM Conference on Information and Knowledge Management (CIKM 2011), pp.87-92, Glasgow, Scotland, UK. October 24-28, 2011.
  6. Wenbin Tang, Rui Cai, Zhiwei Li, and Lei Zhang. "Contextual Synonym Dictionary for Visual Object Retrieval". in Proc. of the 19th ACM International Conference on Multimedia (MM 2011), pp.503-512, Scottsdale, Arizona, USA. November 28-December 1, 2011.

2010

  1. Qiang Hao, Rui Cai, Changhu Wang, Rong Xiao, Jiang-Ming Yang, Yanwei Pang, and Lei Zhang. "Equip Tourists with Knowledge Mined from Travelogues". in Proc. of the 19th International World Wide Web Conference (WWW 2010), pp.401-410, Raleigh, NC, USA, April 26-30, 2010.
  2. Tao Lei, Rui Cai, Jiang-Ming Yang, Yan Ke, Xiaodong Fan, and Lei Zhang. "A Pattern Tree-based Approach to Learning URL Normalization Rules". in Proc. of the 19th International World Wide Web Conference (WWW 2010), pp.611-620, Raleigh, NC, USA, April 26-30, 2010.

2009

  1. Bailu Ding, Jiang-Ming Yang, Chong Wang, Rui Cai, Zhiwei Li, and Lei Zhang. "Who Talks to Whom: Modeling Latent Structures in Dialogue Documents". in Workshop on Applications for Topic Models: Text and Beyond, in conjunction with the 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Dec 11, 2009, Whistler, Canada.
  2. Qiang Hao, Rui Cai, Xin-Jing Wang, Jiang-Ming Yang, Yanwei Pang, and Lei Zhang. "Generating Location Overviews with Images and Tags by Mining User-Generated Travelogues". in Proc. of the 17th ACM International Conference on Multimedia (MM 2009), pp.801-804, Beijing, China, October 19-24, 2009.
  3. Qiang Hao, Rui Cai, Jiang-Ming Yang, Rong Xiao, Like Liu, Shuo Wang, and Lei Zhang. "TravelScope: Standing on the Shoulders of Dedicated Travelers". in Proc. of the 17th ACM International Conference on Multimedia (MM 2009), pp.1021-1022, Beijing, China, October 19-24, 2009. [Demo]
  4. Chen Lin, Jiang-Ming Yang, Rui Cai, Xin-Jing Wang, Wei Wang, and Lei Zhang. "Simultaneously Modeling Semantics and Structure of Threaded Discussions: A Sparse Coding Approach and Its Applications". in Proc. of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), pp.131-138, Boston, US, July 19-23, 2009.
  5. Jiang-Ming Yang, Rui Cai, Chunsong Wang, Hua Huang, Lei Zhang, and Wei-Ying Ma. "Incorporating Site-Level Knowledge for Incremental Crawling of Web Forums: A List-wise Strategy". in Proc. of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009), pp.1375-1384, Paris, France, June 28-July 1, 2009.
  6. Xiaolin Shi, Jun Zhu, Rui Cai, and Lei Zhang. "User Grouping Behavior in Online Forums". in Proc. of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009), pp.777-786, Paris, France, June 28-July 1, 2009.
  7. Xin-Jing Wang, Mo Yu, Lei Zhang, Rui Cai, and Wei-Ying Ma. "Argo: Intelligent Advertising by Mining a User's Interest from His Photo Collections". in Proc. of the 3rd Annual International Workshop on Data Mining and Audience Intelligence for Advertising (ADKDD 2009), in conjunction with the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009), pp.18-26, Paris, France, June 28, 2009.
  8. Jiang-Ming Yang, Rui Cai, Yida Wang, Jun Zhu, Lei Zhang, and Wei-Ying Ma. "Incorporating Site-Level Knowledge to Extract Structured Data from Web Forums". in Proc. of the 18th International World Wide Web Conference (WWW 2009), pp.181-190, Madrid, Spain, April 20-24, 2009.
  9. Chen Lin, Jiang-Ming Yang, Rui Cai, Xin-Jing Wang, Wei Wang, and Lei Zhang. "Modeling Semantics and Structure of Discussion Threads". in Proc. of the 18th International World Wide Web Conference (WWW 2009), pp.1103-1104, Madrid, Spain, April 20-24, 2009. [Poster]

2008

  1. Jiang-Ming Yang, Rui Cai, Feng Jing, Shuo Wang, Lei Zhang, and Wei-Ying Ma. "Search-based Query Suggestion". in Proc. of the ACM 17th Conference on Information and Knowledge Management (CIKM 2008), pp.1439-1440, Napa Valley, California, October 26-30, 2008. [Poster]
  2. Yida Wang, Jiang-Ming Yang, Wei Lai, Rui Cai, Lei Zhang, and Wei-Ying Ma. "Exploring Traversal Strategy for Efficient Web Forum Crawling". in Proc. of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2008), pp.459-466, Singapore, July 20-24, 2008.
  3. Rui Cai, Jiang-Ming Yang, Wei Lai, Yida Wang, and Lei Zhang. "iRobot: An Intelligent Crawler for Web Forums". in Proc. of the 17th International World Wide Web Conference (WWW 2008), pp.447-456, Beijing, P.R. China, April 21-25, 2008.
  4. Rui Cai, Lie Lu, and Alan Hanjalic. "Co-clustering for Auditory Scene Categorization". IEEE Transactions on Multimedia (TMM), Vol. 10, No. 4, pp.596-606, June 2008.

2007

  1. Rui Cai, Chao Zhang, Lei Zhang, and Wei-Ying Ma. "Scalable Music Recommendation by Search". in Proc. of the 15th ACM International Conference on Multimedia (MM 2007), pp.1065-1074, Augsburg, Germany, September 24-29, 2007.
  2. Rui Cai, Chao Zhang, Chong Wang, Lei Zhang, and Wei-Ying Ma. "MusicSense: Contextual Music Recommendation using Emotional Allocation Modeling". in Proc. of the 15th ACM International Conference on Multimedia (MM 2007), pp.553-556, Augsburg, Germany, September 24-29, 2007.
  3. Zhi-Kun Wang, Rui Cai, Lei Zhang, Yu Zheng, and Jianmin Li. "Retrieving Web Images to Enrich Music Representation". in Proc. of 2007 8th IEEE International Conference on Multimedia and Expo (ICME 2007), pp.256-259, Beijing, China, July 2-5, 2007.
  4. Rui Cai, Lei Zhang, Feng Jing, Wei Lai, and Wei-Ying Ma. "Automated Music Video Generation using Web Image Resource". in Proc. of the 32nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), Vol. II, pp.737-740, Honolulu, Hawaii, USA, April 15-20, 2007.

2006

  1. Rui Cai, Lie Lu, Alan Hanjalic, Hong-Jiang Zhang, and Lian-Hong Cai. "A Flexible Framework for Key Audio Effects Detection and Auditory Context Inference". IEEE Trans. Audio, Speech, and Language Processing (TASLP), Vol. 14, No. 3, pp.1026-1039, May 2006.
  2. Lie Lu, Rui Cai, and Alan Hanjalic. "Audio Elements based Auditory Scene Segmentation". in Proc. of the 31st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Vol. V, pp.17-20, Toulouse, France, May 14-19, 2006.

2005

  1. Rui Cai, Lie Lu, and Alan Hanjalic. "Unsupervised Content Discovery in Composite Audio". in Proc. of the 13th ACM International Conference on Multimedia (MM 2005), pp.628-637, Singapore, November 6-11, 2005.
  2. Rui Cai, Lie Lu, and Lian-Hong Cai. "Unsupervised Auditory Scene Categorization via Key Audio Effects and Information-Theoretic Co-Clustering". in Proc. of 2005 30th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Vol. II, pp.1073-1076, Philadelphia, PA, USA, Mar. 19-23, 2005.
  3. Lie Lu, Rui Cai, and Alan Hanjalic. "Towards A Unified Framework for Content-based Audio Analysis". in Proc. of 2005 30th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Vol. II, pp.1069-1072, Philadelphia, PA, USA, Mar. 19-23, 2005.
  4. Peng Wang, Rui Cai, and Shi-Qiang Yang. "Improving Classification of Video Shots Using Information-Theoretic Co-Clustering". in Proc. of 2005 IEEE International Symposium on Circuits and Systems (ISCAS'05), pp.964-967, Kobe, Japan, May 23-26, 2005.
  5. Peng Wang, Rui Cai, Bin Li, and Shi-Qiang Yang. "Tennis Video Analysis Using Transformed Motion Vector Field". Chinese Journal of Electronics, Vol. 33, No. 5, pp.935-938, May 2005.
  6. Peng Wang, Rui Cai, and Shi-Qiang Yang. "News Video Classification using Multimodal Classifiers and Text-biased Combination Strategies". Journal of Tsinghua University, Vol. 45, No. 4, pp.475-478, April 2005.
  7. Zhi-Yong Wu, Lian-Hong Cai, and Rui Cai. "Perceptual Evaluation Weight Training for Text-to-Speech Synthesis". Journal of Tsinghua University, Vol. 45, No. 1, pp.52-56, January 2005.

2004

  1. Rui Cai, Lie Lu, Hong-Jiang Zhang, and Lian-Hong Cai. "Improve Audio Representation by Using Feature Structure Patterns". in Proc. of 2004 29th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Vol. IV, pp.345-348, Montreal, Quebec, Canada, May 17-21, 2004.
  2. Jing Gu, Lie Lu, Rui Cai, Hong-Jiang Zhang, and Jian Yang. "Dominant Feature Vectors Based Audio Similarity Measure". in Proc. of 2004 5th IEEE Pacific-Rim Conference on Multimedia (PCM 2004), Lecture Notes in Computer Science (LNCS), Vol. 3332, pp.890-897, Tokyo Waterfront City, Japan, Nov. 30 - Dec. 3, 2004.
  3. Peng Wang, Rui Cai, and Shi-Qiang Yang. "A Tennis Video Indexing Approach Through Pattern Discovery in Interactive Process". in Proc. of 2004 5th IEEE Pacific-Rim Conference on Multimedia (PCM 2004), Lecture Notes in Computer Science (LNCS), Vol. 3331, pp.49-56, Tokyo Waterfront City, Japan, Nov. 30 - Dec. 3, 2004.
  4. Peng Wang, Rui Cai, Bin Li, and Shi-Qiang Yang. "A Pinhole Camera Modeling of Motion Vector Field for Tennis Video Analysis". in Proc. of 2004 11th IEEE International Conference on Image Processing (ICIP 2004), Vol. I, pp.705-708, Singapore, October 24-27, 2004.
  5. Peng Wang, Rui Cai, and Shi-Qiang Yang. "Tennis Video Analysis Based on Transformed Motion Vectors". in Proc. of 2004 3rd International Conference on Image and Video Retrieval (CIVR 2004), Lecture Notes in Computer Science (LNCS), Vol. 3115, pp.79-87, Dublin, Ireland, July 21-23, 2004.
  6. Peng Wang, Rui Cai, and Shi-Qiang Yang. "Contextual Browsing for Highlights in Sports Video". in Proc. of 2004 5th IEEE International Conference on Multimedia and Expo (ICME 2004), Vol. III, pp.1951-1954, Taipei, Taiwan, June 27-30, 2004.

2003

  1. Rui Cai, Lie Lu, Hong-Jiang Zhang, and Lian-Hong Cai. "Using Structure Patterns of Temporal and Spectral Feature in Audio Similarity Measure". in Proc. of the 11th ACM International Conference on Multimedia (MM 2003), pp.219-222, Berkeley, CA, USA, November 2-8, 2003.
  2. Rui Cai, Lie Lu, Hong-Jiang Zhang, and Lian-Hong Cai. "Highlight Sound Effects Detection in Audio Stream". in Proc. of 2003 4th IEEE International Conference on Multimedia and Expo (ICME 2003), Vol. III, pp.37-40, Baltimore, Maryland, USA, July 6-9, 2003.
  3. Peng Wang, Rui Cai, and Shi-Qiang Yang. "A Hybrid Approach to News Video Classification with Multi-modal Features". in Proc. of the 2003 Joint Conference of the 4th International Conference on Information, Communications and Signal Processing, and the 4th IEEE Pacific-Rim Conference on Multimedia (ICICS-PCM 2003), Vol. II, pp.787-791, Singapore, December 15-18, 2003.

2002

  1. Rui Cai, Zhi-Yong Wu, and Lian-Hong Cai. "Annotation of Chinese Prosodic Level based on Probabilistic Model". in Proc. of 2002 3rd International Symposium on Chinese Spoken Language Processing (ISCSLP 2002), pp.375-378, Taipei, Taiwan, Aug. 23-24, 2002.
Rui Cai 

Rui Cai, Ph.D.

Lead Researcher

 

Multimedia Search and Mining Group,

Microsoft Research Asia  

 

Email: ruicai AT microsoft DOT com

Mail Address: Microsoft Research Asia.

Bldg#2, No. 5 Dan Ling Street, Haidian District

Beijing, PRC, 100080

 

Tel:  +86-10-59173029

Fax: +86-10-88099681

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Overview

Publications