Publications


Patents
  1. A Real-time Near-duplicate Video clip Detection Method, US patent, 2009.
  2. A String Paradigm for Massive Video Sequence Indexing and Search, US patent, 2010 (Pending)
  3. A Fast Online Near-duplicate Video Detection Method over Streams, US patent, 2010 (Pending)

Books
  1. Han, W., Srivastava, D., Yu, G., Yu, H., and Huang, Z., Proceedings of the 12th Asia-Pacific Web Conference (APWeb 2010), IEEE .

Journal Papers
  1. Jiajun Liu, Zi Huang, Heng Tao Shen and Bin Cui."Correlation-based Retrieval for Heavily Changed Near-duplicate Videos". ACM Transactions on Information Systems (TOIS), 29(4), 2011.
  2. Xiaoming Zhang, Zi Huang, Heng Tao Shen and Yang Yang and Zhoujun Li. "Automatic Tagging by Exploring Tag Information Capability and Correlation". World Wide Web (WWW), 2011.
  3. Kai Zheng, Xiaofang Zhou, Aoying Zhou and Zi Huang, "Discovering the Most Influential Sites over Uncertain Data: A Rank Based Approach". IEEE Transaction on Knowledge and Data Engineering (TKDE), 2011.
  4. Zhe Zhao, Bin Cui, Gao Cong, Zi Huang, and Heng Tao Shen, "Extracting Representative Motion Flows for Effective Video Retrieval". Multimedia Tools and Applications (MTAP), 2011.
  5. Yang Yang, Zi Huang, Heng Tao Shen and Xiaofang Zhou, "Mining Multi-tag Association for Image Tagging". World Wide Web (WWW), 14(2):133-156, 2011.
  6. Qing Xie, Zi Huang, Heng Tao Shen and Xiaofang Zhou, "Quick Identification of Near-duplicate Video Sequences with Cut Signature". World Wide Web (WWW), 2011.
  7. Jie Shao, Heng Tao Shen, Zi Huang and Xiaofang Zhou, "Exploring Distributional Discrepancy for Multi-dimensional Point Set Retrieval". IEEE Transactions on Multimedia (TMM), 13(1):71-78, 2011.
  8. Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui and Xiaofang Zhou, "Online Near-duplicate Subsequence Detection for Continuous Video Streams". IEEE Transactions on Multimedia (TMM), 12(5):386-398, 2010.
  9. Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu and Xiaofang Zhou. "Mining Near-duplicate Graph for Cluster-based Reranking of Web Video Search Results". ACM Transactions on Information Systems (TOIS), 28(4), 2010.
  10. Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou and Bin Cui. "Bounded Coordinate System Indexing for Real-time Video Clip Search". ACM Transactions on Information Systems (TOIS), 27(3), 2009.
  11. Heng Tao Shen, Jie Shao, Zi Huang and Xiaofang Zhou. "Effective and Efficient Query Processing for Video Subsequence Identification". IEEE Transaction on Knowledge and Data Engineering (TKDE), 21(3):321-334, 2009.
  12. Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang and Xiaofang Zhou. "Speed Up Interactive Image Retrieval". VLDB Journal, 18(1):329-343, 2009.
  13. Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim and Yijun Li. "Batch Nearest Neighbor Search for Video Retrieval". IEEE Transaction on Multimedia (TMM), 10(3):409-420, 2008.
  14. Zi Huang, Heng Tao Shen, and Xiaofang Zhou. "Localized Co-occurrence Model for Fast Approximate Search in 3D Structure Databases". IEEE Transaction on Knowledge and Data Engineering (TKDE), 20(4):519-531, 2008.
Conference Papers
  1. Hongyun Cai, Zi Huang, Jie Shao and Xue Li. "Context Sensitive Tag Expansion with Information Inference". In proceedings of 17th International Conferences on Databases Systems for Advanced Systems (DASFAA), 2012.
  2. Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen and Richang Hong. "Multiple Feature Hashing for Real-time Large Scale Near-duplicate Video Retrieval". In Proceedings of 19th ACM International Conference on Multimedia (ACM MM), 2011.
  3. Yang Yang, Yi Yang, Zi Huang and Heng Tao Shen. "Transfer Tagging from Image to Video". In Proceedings of 19th ACM International Conference on Multimedia (ACM MM), 2011. (short)
  4. Xiaofeng Zhu, Zi Huang and Heng Tao Shen. "Video-to-Shot Tag Allocation by Weighted Sparse Group Lasso". In Proceedings of 19th ACM International Conference on Multimedia (ACM MM), 2011. (short)
  5. Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang and Xiaofang Zhou. "L21-Norm Regularized Discriminative Feature Selection for Unsupervised Learning". In Proceedings of the 22nd International Joint Conferences on Artificial Intelligence (IJCAI), 2011.
  6. Zi Huang, Heng Tao Shen, Jiajun Liu and Xiaofang Zhou. "Effective Data Co-Reduction for Multimedia Similarity Search". ACM SIGMOD 2011.
  7. Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen and Feiping Nie. "Tag Localization with Spatial Correlations and Joint Group Sparsity". In Proceedings of IEEE Comptuer Vision and and Pattern Recognition (CVPR), 2011.
  8. Xiaoming Zhang, Zi Huang, Heng Tao Shen and Zhoujun Li. "Probabilistic Image Tagging with Tags Expanded by Text-based Search". In proceedings of 16th International Conferences on Databases Systems for Advanced Systems (DASFAA), 2011.
  9. Jiajun Liu, Zi Huang, Heng Tao Shen and Xiaofang Zhou. "Efficient Histogram-based Similarity Search in Sparse and Ultra-high Dimensional Space". In proceedings of 16th International Conferences on Databases Systems for Advanced Systems (DASFAA), 2011.
  10. Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou and Changyi Pang. "Efficient and Continuous Near-duplicate Video Detection". In Proceedings of 12th International Asia-Pacific Web Conference (APWeb), pages 260-266, 2010. (Best Paper Award)
  11. Ran Cheng, Zi Huang, Heng Tao Shen and Xiaofang Zhou. "Interactive Near-Duplicate Video Retrieval and Detection". In Proceedings of 17th ACM International Conference on Multimedia (ACM MM), 2009. (demo)
  12. Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao and Xiaofang Zhou, "Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System". In Proceedings of 25th IEEE International Conference on Data Engineering (ICDE), pages 1511-1514, 2009. (demo)
  13. Zi Huang, Heng Tao Shen, Jie Shao, Stefan Rueger and Xiaofang Zhou. "Locality Condensation: A New Dimensionality Reduction Method for Image Retrieval". In Proceedings of 16th ACM International Conference on Multimedia (ACM MM), pages 219-228, 2008.
  14. Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen and Xiaofang Zhou. "Distribution-based Similarity Measures for Multi-dimensional Point Set Retrieval Applications". In Proceedings of 16th ACM International Conference on Multimedia (ACM MM), pages 429-438, 2008.
  15. Rui Hu, Stefan Rueger, Dawei Song, Haiming Liu, and Zi Huang. "Dissimilarity Measures for Content-based Image Retrieval". In Proceedings of ICME 2008.
  16. Heng Tao Shen, Xiaofang Zhou, Zi Huang, and Jie Shao, "Statistical Summarization of Content Features for Fast Near-duplicate Video Detection". In Proceedings of 15th ACM International Conference on Multimedia (ACM MM), pages 164-165, 2007.(demo)
  17. Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, and Emily Zhou, "UQLIPS: A Real-time Near-duplicate Video Clip Detection System", In Proceedings of 33rd VLDB, pages 849-850, 2007. (demo)
  18. Zi Huang, Heng Tao Shen, Xiaofang Zhou, and Jie Shao, "Dimensionality Reduction for Efficient Video Similarity Search". In Proceedings of DaWak 2007.
  19. Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song and Stefan Rueger, "Dimensionality Reduction for Dimension-specific Search". In Proceedings of 30th ACM SIGIR, pages 849-850, pages 1395-1399, 2007. (Poster).
  20. Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou and Yijun Li, "Dynamic Batch Nearest Neighbour Search in Video Retrieval". In Proceedings of 23rd IEEE International Conference on Data Engineering (ICDE), pages 1395-1399, 2007. (Short paper)
  21. Zi Huang, Xiaofang Zhou, Heng Tao Shen, and Dawei Song, "3D Protein Structure Matching by Patch Signatures". In the 17th International Conference on Database and Expert Systems Applications (DEXA 2006), September 4 - 8, 2006, Krakow, Poland.
  22. Zi Huang, Xiaofang Zhou, Dawei Song, and Peter Bruza, "Dimensionality Reduction in Motif-Signature Based Protein Structure Matching". In Proceedings of the 17th Australasian Database Conference (ADC 2006), January 16 - 19, 2006, Tasmania, Australia.
  23. Heng Tao Shen, Beng Chin OOi, Xiaofang Zhou and Zi Huang. "Towards Effective Indexing for Very Large Video Sequence Database". In Proceedings of 24th ACM SIGMOD International Conference on Management of Data (SIGMOD), pages 730-741, 2005.
  24. Zi Huang, Xiaofang Zhou, and Dawei Song,  "High Dimensional Indexing for Protein Structure Matching Using Bowties". In Proceedings of 3rd Asia Pacific Bioinformatics Conference (APBC 2005), 17-21 January 2005, Singapore.
  25. Huang, Z., Wong, K.F., Li, Wenjie, Song, D., and Bruza, P.D.,  "A Logical Framework for Multi-timeline Temporal Information Extraction and Association from Financial Data". In Proceedings of the IEEE NLP/KE 2003 conference. pp. 95-101.
  26. Song, D. and Bruza, P.D., Huang, Z., and Lau, R.,  "Classifying Document Titles Based on Information Inference". In Foundations of Intelligent Systems (Lecture Notes in Artificial Intelligence 2871) -Proceedings of ISMIS'03 conference. pp. 297-306
  27. Lau, R.Y.K., Essam, B., Chan, S.Y., and Huang, Z., "Belief Revision for Adaptive Negotiation Agents". In Proceedings of the 3rd IEEE/WIC International Conference on Intelligent Agent Technology (IAT'03), October 13 - 17, 2003, Halifax, Canada, pp. 196 - 202, IEEE Press.
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