2010
[1]	Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, and Rong Jin. Detecting communities and their evolutions in dynamic social networks - a Bayesian approach. Machine Learning, 2010. to appear. [ bib ]
[2]	Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, and Yihong Gong. Integrating document clustering and multi-document summarization. ACM Transactions on Knowledge Discovery from Data, 2010. to appear. [ bib ]
[3]	Yun Chi and Shenghuo Zhu. FacetCube: A framework of incorporating prior knowledge into non-negative tensor factorization. In CIKM '10: Proceeding of the 19th ACM conference on Information and knowledge management, 2010. to appear. [ bib ]
[4]	Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, and Yihong Gong. A latent topic model for linked documents. In ICPR '10: 20th International Conference on Pattern Recognition, 2010. to appear. [ bib ]
[5]	Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, and Yihong Gong. A topic model for linked documents and update rules for its estimation. In AAAI '10: the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010. [ bib | http ]
[6]	Dingding Wang, Tao Li, Shenghuo Zhu, and Yihong Gong. iHelp: An intelligent online helpdesk system. IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics, 2010. [ bib | DOI ]
[7]	Shenghuo Zhu, Dingding Wang, Kai Yu, Tao Li, and Yihong Gong. Feature selection for gene expression using model-based entropy. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7(1), 2010. [ bib | DOI ]
[8]	Tianbao Yang, Yun Chi, Shenghuo Zhu, and Rong Jin. Directed network community detection: A popularity and productivity link model. In SDM'10: Proceedings of the 2010 SIAM International Conference On Data Mining, 2010. [ bib | .pdf ]
[9]	Kai Yu, Tong Zhang, and Yihong Gong. Nonlinear learning using local coordinate coding. In NIPS '09: Advances in Neural Information Processing Systems 22. 2010. [ bib | preprint ]
[10]	Jinjun Wang, Shenghuo Zhu, and Yihong Gong. Resolution enhancement based on learning the sparse association of image patches. Pattern Recognition Letters, 31(1):1 - 10, 2010. [ bib | DOI ]
2009
[11]	Jinjun Wang, Shenghuo Zhu, and Yihong Gong. Resolution-invariant image representation and its applications. In CVPR'09: IEEE Conference on Computer Vision and Pattern Recognition, pages 2512-2519, June 2009. [ bib | DOI ]
[12]	Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, and Yihong Gong. Knowledge discovery from citation networks. In ICDM '09: Ninth IEEE International Conference on Data Mining, pages 800-805, 2009. [ bib | DOI ]
[13]	Ming Yang, Fengjun Lv, Wei Xu, and Yihong Gong. Detection driven adaptive multi-cue integration for multiple human tracking. In ICCV '09: IEEE Int'l Conf. on Computer Vision, pages 1554-1561, Kyoto, Japan, Sept.29 - Oct.2, 2009. [ bib ]
[14]	Ming Yang, Fengjun Lv, Wei Xu, Kai Yu, and Yihong Gong. Human action detection by boosting efficient motion features. In VOEC '09: IEEE Workshop on Video-oriented Object and Event Classification in Conjunction with ICCV, Kyoto, Japan, Sept 28 2009. [ bib ]
[15]	Guangyu Zhu, Ming Yang, Kai Yu, Wei Xu, and Yihong Gong. Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor. In MM '09: ACM. Int'l Conf. on Multimedia, pages 165-174, Beijing, China, Oct 19 - 24, 2009. [ bib ]
[16]	Dingding Wang, Shenghuo Zhu, Tao Li, and Yihong Gong. Comparative document summarization via discriminative sentence selection. In CIKM '09: Proceeding of the 18th ACM conference on Information and knowledge management, pages 1963-1966, New York, NY, USA, 2009. ACM. [ bib | DOI ]
[17]	Sarah K. Taylor, Shenghuo Zhu, Yun Chi, and Yi Zhang. Ordering innovators and laggards for product categorization and recommendation. In RecSys '09: Proceedings of the third ACM conference on Recommender systems, pages 29-36, New York, NY, USA, 2009. ACM. [ bib | DOI ]
[18]	Dingding Wang, Shenghuo Zhu, Tao Li, and Yihong Gong. Multi-document summarization using sentence-based topic models. In ACL-IJCNLP '09: Joint conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2009. [ bib | .pdf ]
[19]	Kai Yu, Shenghuo Zhu, John Lafferty, and Yihong Gong. Fast nonparametric matrix factorization for large-sale collaborative filtering. In SIGIR '09: Proceedings of the 32nd annual international ACM SIGIR conference on Research and development in information retrieval, pages 211-218, New York, NY, USA, 2009. ACM. [ bib | DOI ]
[20]	Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, and Yihong Gong. A latent topic model for linked documents. In SIGIR '09: Proceedings of the 32nd annual international ACM SIGIR conference on Research and development in information retrieval, pages 720-721, New York, NY, USA, 2009. ACM. [ bib | DOI ]
[21]	Tianbao Yang, Rong Jin, Yun Chi, and Shenghuo Zhu. A Bayesian framework for community detection integrating content and link. In UAI '09: Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence, 2009. [ bib | .pdf ]
[22]	Kai Yu, John Lafferty, Shenghuo Zhu, and Yihong Gong. Large-scale collaborative prediction using a nonparametric random effects model. In ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pages 1185-1192, New York, NY, USA, 2009. ACM. [ bib | DOI ]
[23]	Tianbao Yang, Rong Jin, Yun Chi, and Shenghuo Zhu. Combining link and content for community detection: a discriminative approach. In KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 927-936, New York, NY, USA, 2009. ACM. [ bib | DOI ]
[24]	Jinjun Wang, Shenghuo Zhu, and Yihong Gong. Resolution-invariant image representation for content-based zooming. In ICME '09: IEEE International Conference on Multimedia and Expo, pages 918-921, 28 2009-July 3 2009. [ bib | DOI ]
[25]	Yun Chi, Shenghuo Zhu, Koji Hino, Yihong Gong, and Yi Zhang. iOLAP: A framework for analyzing the internet, social networks, and other networked data. IEEE Transactions on Multimedia, 11(3):372-382, Apr 2009. [ bib | DOI ]
[26]	Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, and Yihong Gong. Visual-quality optimizing super resolution. Computer Graphics Forum, 28(1):127-140, Feb 2009. [ bib | DOI ]
[27]	Yuanqing Lin, Shenghuo Zhu, Daniel Lee, and Ben Taskar. Learning sparse markov network structure via ensemble-of-trees models. In AISTAT'09: The Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, volume 5, pages 360-367, 2009. [ bib | .pdf ]
[28]	Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, and Belle L. Tseng. Analyzing communities and their evolutions in dynamic social networks. ACM Trans. Knowl. Discov. Data, 3(2):1-31, 2009. [ bib | DOI ]
[29]	Kai Yu, Wei Xu, and Yihong Gong. Deep learning with kernel regularization for visual recognition. In NIPS '08: Advances in Neural Information Processing Systems 21, pages 1889-1896. 2009. [ bib | .pdf ]
[30]	Shenghuo Zhu, Kai Yu, and Yihong Gong. Stochastic relational models for large-scale dyadic data using MCMC. In NIPS '08: Advances in Neural Information Processing Systems 21, Cambridge, MA, 2009. MIT Press. [ bib | .pdf ]
2008
[31]	Huazhong Ning, Wei Xu, Yihong Gong, and T. Huang. Discriminative learning of visual words for 3d human pose estimation. In CVPR'08: IEEE Conference on Computer Vision and Pattern Recognition, June 2008. [ bib | DOI ]
[32]	Huazhong Ning, Wei Xu, Yue Zhou, Yihong Gong, and Thomas Huang. Temporal difference learning to detect unsafe system states. In ICPR'08: The 19th International Conference on Pattern Recognition, Dec. 2008. [ bib | DOI ]
[33]	Jinjun Wang and Yihong Gong. Recognition of multiple drivers' emotional state. In ICPR'08: The 19th International Conference on Pattern Recognition, Dec. 2008. [ bib | DOI ]
[34]	Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, and Yihong Gong. Noisy video super-resolution. In MM '08: Proceeding of the 16th ACM international conference on Multimedia, pages 713-716, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[35]	Yun Chi, Shenghuo Zhu, Yihong Gong, and Yi Zhang. Probabilistic polyadic factorization and its application to personalized recommendation. In CIKM '08: Proceedings of the 17th ACM Conference on Information and Knowledge Management, pages 941-950, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[36]	Dingding Wang, Shenghuo Zhu, Yun Chi, and Tao Li. Integrating clustering and multi-document summarization to improve document understanding. In CIKM '08: Proceedings of the 17th ACM Conference on Information and Knowledge Management, pages 1435-1436, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[37]	Shenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, and Yihong Gong. Dynamic active probing of helpdesk databases. In VLDB '08: Proceedings of the 34th International Conference on Very Large Data Bases, pages 748-760. VLDB Endowment, 2008. [ bib | DOI ]
[38]	Ka Cheung Sia, Junghoo Cho, Yun Chi, and Belle L. Tseng. Efficient computation of personal aggregate queries on blogs. In KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 632-640, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[39]	Kai Yu, Shenghuo Zhu, Wei Xu, and Yihong Gong. Non-greedy active learning for text categorization using convex ansductive experimental design. In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, pages 635-642, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[40]	Dingding Wang, Tao Li, Shenghuo Zhu, and Chris Ding. Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization. In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, pages 307-314, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[41]	Yu-Ru Lin, Hari Sundaram, Yun Chi, Junichi Tatemura, and Belle L. Tseng. Detecting splogs via temporal dynamics using self-similarity analysis. ACM Trans. Web, 2(1):1-35, 2008. [ bib | DOI ]
[42]	Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, and C. Lee Giles. Learning multiple graphs for document recommendations. In WWW '08: Proceeding of the 17th international conference on World Wide Web, pages 141-150, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[43]	Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, and Belle L. Tseng. Facetnet: a framework for analyzing communities and their evolutions in dynamic networks. In WWW '08: Proceeding of the 17th international conference on World Wide Web, pages 685-694, New York, NY, USA, 2008. ACM. [ bib | DOI ]
[44]	Jinjun Wang and Yihong Gong. Image and video super resolution techniques. In Dr. Borko Furht, editor, Encyclopedia of Multimedia, 2nd Edition. Springer, 2008. [ bib ]
[45]	Jinjun Wang and Yihong Gong. Fast image super-resolution using connected component enhancement. In ICME '08: IEEE International Conference on Multimedia and Expo, pages 157-160, 23 2008-April 26 2008. [ bib | DOI ]
[46]	Shenghuo Zhu, Kai Yu, and Yihong Gong. Predictive matrix-variate t models. In J.C. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1721-1728. MIT Press, Cambridge, MA, 2008. [ bib | .pdf ]
[47]	Kai Yu and Wei Chu. Gaussian process models for link analysis and transfer learning. In J.C. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1657-1664. MIT Press, Cambridge, MA, 2008. [ bib | .pdf ]
2007
[48]	Jinjun Wang, Wei Xu, Shenghuo Zhu, and Yihong Gong. Efficient video object segmentation by graph-cut. In ICME '07: IEEE International Conference on Multimedia and Expo, pages 496-499, July 2007. [ bib | DOI ]
[49]	Yue Zhou, Wei Xu, Huazhong Ning, Yihong Gong, and T.S. Huang. Detecting unsafe driving patterns using discriminative learning. In Multimedia and Expo, 2007 IEEE International Conference on, pages 1431-1434, July 2007. [ bib | DOI ]
[50]	Shengyang Dai, Mei Han, Ying Wu, and Yihong Gong. Bilateral back-projection for single image super resolution. In Multimedia and Expo, 2007 IEEE International Conference on, pages 1039-1042, July 2007. [ bib | DOI ]
[51]	Shengyang Dai, Mei Han, Wei Xu, Ying Wu, and Yihong Gong. Soft edge smoothness prior for alpha channel super resolution. In Computer Vision and Pattern Recognition, 2007. CVPR '07. IEEE Conference on, pages 1-8, June 2007. [ bib | DOI ]
[52]	Xiaodan Song, Yun Chi, Koji Hino, and Belle L. Tseng. Information flow modeling based on diffusion rate for prediction and ranking. In WWW '07: Proceedings of the 16th international conference on World Wide Web, pages 191-200, New York, NY, USA, 2007. ACM. [ bib | DOI ]
[53]	Yu-Ru Lin, Hari Sundaram, Yun Chi, Junichi Tatemura, and Belle L. Tseng. Splog detection using self-similarity analysis on blog temporal dynamics. In AIRWeb '07: Proceedings of the 3rd international workshop on Adversarial information retrieval on the web, pages 1-8, New York, NY, USA, 2007. ACM. [ bib | DOI ]
[54]	Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, and Belle L. Tseng. Evolutionary spectral clustering by incorporating temporal smoothness. In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 153-162, New York, NY, USA, 2007. ACM. Runner-up for the Best Research Paper Award. [ bib | DOI ]
[55]	Yun Chi, Shenghuo Zhu, Xiaodan Song, Junichi Tatemura, and Belle L. Tseng. Structural and temporal analysis of the blogosphere through community factorization. In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 163-172, New York, NY, USA, 2007. ACM. [ bib | DOI ]
[56]	Xiaodan Song, Yun Chi, Koji Hino, and Belle Tseng. Identifying opinion leaders in the blogosphere. In CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, pages 971-974, New York, NY, USA, 2007. ACM. [ bib | DOI ]
[57]	Yu-Ru Lin, Hari Sundaram, Yun Chi, Junichi Tatemura, and Belle L. Tseng. Blog community discovery and evolution based on mutual awareness expansion. In WI '07: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, pages 48-56, Washington, DC, USA, 2007. IEEE Computer Society. [ bib | DOI ]
[58]	Belle L. Tseng. Blog analysis and mining technologies to summarize the wisdom of crowds. In MDM '07: Proceedings of the 8th international workshop on Multimedia data mining, pages 1-1, New York, NY, USA, 2007. ACM. [ bib | DOI ]
[59]	Akshay Java, Xiaodan Song, Tim Finin, and Belle Tseng. Why we twitter: understanding microblogging usage and communities. In WebKDD/SNA-KDD '07: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, pages 56-65, New York, NY, USA, 2007. ACM. [ bib | DOI ]
[60]	Yihong Gong and Wei Xu. Machine Learning for Multimedia Content Analysis (Multimedia Systems and Applications). Springer-Verlag New York, Inc., Secaucus, NJ, USA, 2007. [ bib ]
[61]	Mei Han, Wei Xu, Hai Tao, and Yihong Gong. Multi-object trajectory tracking. Mach. Vision Appl., 18(3):221-232, 2007. [ bib | DOI ]
[62]	Ka Cheung Sia, Shenghuo Zhu Yun Chi, Koji Hino, and Belle L. Tseng. Capturing user interests by both exploitation and exploration. In UM '07: Proceedings of User Modeling, pages 334-339, 2007. [ bib | DOI ]
[63]	Ka Cheung Sia, Junghoo Cho, Koji Hino, Yun Chi, Shenghuo Zhu, and Belle L. Tseng. Monitoring rss feeds based on user browsing pattern. In ICWSM '07: International Conference on Weblogs and Social Media, 2007. [ bib | .pdf ]
[64]	X. Song, Y. Chi, K. Hino, and B. L. Tseng. Summarization system by identifying influential blogs. In Proceedings of the ICWSM, pages 325-326, 2007. [ bib ]
[65]	Shenghuo Zhu, Kai Yu, Yun Chi, and Yihong Gong. Combining content and link for classification using matrix factorization. In SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, pages 487-494, New York, NY, USA, 2007. ACM Press. [ bib | DOI ]
2006
[66]	Huazhong Ning, Wei Xu, Yihong Gong, and T. Huang. Improving speaker diarization by cross em refinement. In Multimedia and Expo, 2006 IEEE International Conference on, pages 1901-1904, July 2006. [ bib | DOI ]
[67]	Xiang Ji, Wei Xu, and Shenghuo Zhu. Document clustering with prior knowledge. In SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, pages 405-412, New York, NY, USA, 2006. ACM. [ bib ]
[68]	Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, and Ming-Ting Sun. Personalized recommendation driven by information flow. In SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, pages 509-516, New York, NY, USA, 2006. ACM. [ bib | DOI ]
[69]	Mei Han, Wei Xu, and Yihong Gong. Video foreground segmentation based on sequential feature clustering. In ICPR '06: Proceedings of the 18th International Conference on Pattern Recognition, pages 492-496, Washington, DC, USA, 2006. IEEE Computer Society. [ bib | DOI ]
[70]	Dan Kong, Mei Han, Wei Xu, Hai Tao, and Yihong Gong. A conditional random field model for video super-resolution. In ICPR '06: Proceedings of the 18th International Conference on Pattern Recognition, pages 619-622, Washington, DC, USA, 2006. IEEE Computer Society. [ bib | DOI ]
[71]	Mei Han, Wei Xu, and Yihong Gong. Video object segmentation by motion-based sequential feature clustering. In MULTIMEDIA '06: Proceedings of the 14th annual ACM international conference on Multimedia, pages 773-782, New York, NY, USA, 2006. ACM. [ bib | DOI ]
[72]	Arun Qamra, Belle Tseng, and Edward Y. Chang. Mining blog stories using community-based and temporal clustering. In CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management, pages 58-67, New York, NY, USA, 2006. ACM. [ bib | DOI ]
[73]	Yun Chi, Belle L. Tseng, and Junichi Tatemura. Eigen-trend: trend analysis in the blogosphere based on singular value decompositions. In CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management, pages 68-77, New York, NY, USA, 2006. ACM. [ bib | DOI ]
[74]	Tao Li, Chengliang Zhang, and Shenghuo Zhu. Empirical studies on multi-label classification. In ICTAI '06: Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence, pages 86-92, Washington, DC, USA, 2006. IEEE Computer Society. [ bib | DOI ]
[75]	P. Appan, H. Sundaram, and B. L. Tseng. Summarization and visualization of communication patterns in a large social network. In W.K. Ng, editor, Proceedings of 10th. Pacific-Asia Conference, PAKDD 2006, Advances in Knowledge Discovery and Data Mining, number 3918 in Lecture Notes in Computer Science (LNCS), pages 371-379, New York, 2006. Springer-Verlag. [ bib ]
[76]	D. Kong, M. Han, W. Xu, H. Tao, and Y. Gong. Video super-resolution with scene-specific priors. In Proceedings of British Machine Vision Seventeenth Conference, pages 549-558, 2006. [ bib ]
[77]	Y.R. Lin, W.Y. Chen, X. Shi, R. Sia, X. Song, Y. Chi, K. Hino, H. Sundaram, J. Tatemura, and B. L. Tseng. The splog detection task and a solution based on temporal and link properties. In Proceedings of NIST Text Retrieval Conference - TREC, 2006. [ bib ]
[78]	X. Song, C.Y. Lin, B.L. Tseng, and M.T. Sun. Modeling evolutionary behaviors for community-based dynamic recommendation. In SIAM SDM'06: Proceedings of the SIAM Conference on Data Mining, 2006. [ bib ]
[79]	Y. Wu and B.L. Tseng. Important weblog identification and hot story summarization. In Proceedings of AAAI Computational Approaches to Analyzing Weblogs, pages 221-227, 2006. [ bib ]
[80]	Chengliang Zhang, Shenghuo Zhu, and Yihong Gong. Trend analysis for large document streams. In ICMLA '06: Proceedings of the 5th International Conference on Machine Learning and Applications, pages 285-295, Washington, DC, USA, 2006. IEEE Computer Society. [ bib | DOI ]
2005
[81]	Yue Zhou, Wei Xu, Hai Tao, and Yihong Gong. Background segmentation using spatial-temporal multi-resolution mrf. In WACV-MOTION '05: Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2, pages 8-13, Washington, DC, USA, 2005. IEEE Computer Society. [ bib | DOI ]
[82]	Shenghuo Zhu, Xiang Ji, Wei Xu, and Yihong Gong. Multi-labelled classification using maximum entropy method. In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, pages 274-281, New York, NY, USA, 2005. ACM. [ bib | DOI ]
[83]	Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, and Ming-Ting Sun. Modeling and predicting personal information dissemination behavior. In KDD '05: Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, pages 479-488, New York, NY, USA, 2005. ACM. [ bib | DOI ]
[84]	Yi Wu, Edward Y. Chang, and Belle L. Tseng. Multimodal metadata fusion using causal strength. In MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia, pages 872-881, New York, NY, USA, 2005. ACM. [ bib | DOI ]
[85]	X. Song, B.L. Tseng, C.Y. Lin, and M.T. Sun. ExpertiseNET : Relational and evolutionary expert modeling. In Liliana Ardissono, editor, 10th. International Conference on User modeling, number 3538 in Lecture Notes in Computer Science, pages 99-108, Berlin, 2005. Springer-Verlag. [ bib ]
[86]	B.L. Tseng, J. Tatemura, and Y. Wu. Tomographic clustering to visualize blog communities as mountain views. In Proceedings of the WWW 2005 2nd. Annual Workshop on the Weblogging Ecosystem: Aggregation, Analysis and Dynamics, 2005. [ bib ]
2004
[87]	Mei Han, Wei Xu, Hai Tao, and Yihong Gong. An algorithm for multiple object trajectory tracking. In Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on, volume 1, pages I-864-I-871 Vol.1, June-2 July 2004. [ bib | DOI ]
[88]	Yihong Gong, Mei Han, Wei Hua, and Wei Xu. Maximum entropy model-based baseball highlight detection and classification. Comput. Vis. Image Underst., 96(2):181-199, 2004. [ bib | DOI ]
[89]	Wei Xu and Yihong Gong. Document clustering by concept factorization. In SIGIR '04: Proceedings of the 27th annual international conference on Research and development in information retrieval, pages 202-209. ACM Press, 2004. [ bib | DOI ]
[90]	Mei Han, A. Sethi, Wei Hua, and Yihong Gong. A detection-based multiple object tracking method. In Image Processing, 2004. ICIP '04. 2004 International Conference on, volume 5, pages 3065-3068 Vol. 5, Oct. 2004. [ bib | DOI ]
2003
[91]	Yihong Gong. Summarizing audiovisual contents of a video program. EURASIP J. Appl. Signal Process., 2003(1):160-169, 2003. [ bib ]
[92]	Yihong Gong and Xin Liu. Video summarization and retrieval using singular value decomposition. Multimedia Syst., 9(2):157-168, 2003. [ bib | DOI ]
[93]	Wei Xu, Xin Liu, and Yihong Gong. Document clustering based on non-negative matrix factorization. In SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, pages 267-273. ACM Press, 2003. [ bib | DOI ]
2002
[94]	Xin Liu, Yihong Gong, Wei Xu, and Shenghuo Zhu. Document clustering with cluster refinement and model selection capabilities. In SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, pages 191-198, New York, NY, USA, 2002. ACM. [ bib | DOI ]
[95]	Mei Han, Wei Hua, Wei Xu, and Yihong Gong. An integrated baseball digest system using maximum entropy method. In MULTIMEDIA '02: Proceedings of the tenth ACM international conference on Multimedia, pages 347-350, New York, NY, USA, 2002. ACM. [ bib | DOI ]
[96]	Peng Chang, Mei Han, and Yihong Gong. Extract highlights from baseball game video with hidden markov models. In Image Processing. 2002. Proceedings. 2002 International Conference on, volume 1, pages I-609-I-612 vol.1, 2002. [ bib | DOI ]
[97]	Wei Hua, Mei Han, and Yihong Gong. Baseball scene classification using multimedia features. In ICME '02: IEEE International Conference on Multimedia and Expo, volume 1, pages 821-824 vol.1, 2002. [ bib | DOI ]
[98]	Yihong Gong, Xin Liu, and Wei Hua. Creating motion video summaries with partial audio-visual alignment. In Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on, volume 1, pages 285-288 vol.1, 2002. [ bib | DOI ]
2001
[99]	Yihong Gong and Xin Liu. Generic text summarization using relevance measure and latent semantic analysis. In SIGIR '01: Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, pages 19-25, New York, NY, USA, 2001. ACM. [ bib | DOI ]
[100]	Yihong Gong and Xin Liu. Creating generic text summaries. In Document Analysis and Recognition, 2001. Proceedings. Sixth International Conference on, pages 903-907, 2001. [ bib | DOI ]
[101]	Yihong Gong and Xin Liu. Summarizing video by minimizing visual content redundancies. In Multimedia and Expo, 2001. ICME 2001. IEEE International Conference on, pages 607-610, Aug. 2001. [ bib ]
1999
[102]	Yihong Gong. Advancing content-based image retrieval by exploiting image color and region features. Multimedia Syst., 7(6):449-457, 1999. [ bib | DOI ]