Publications - Archive

2008

Discriminative learning of visual words for 3d human pose estimation
In CVPR'08: IEEE Conference on Computer Vision and Pattern Recognition
Huazhong Ning, Wei Xu, Yihong Gong, and T. Huang

Temporal difference learning to detect unsafe system states
In ICPR'08: The 19th International Conference on Pattern Recognition
Huazhong Ning, Wei Xu, Yue Zhou, Yihong Gong, and Thomas Huang

Recognition of multiple drivers' emotional state
In ICPR'08: The 19th International Conference on Pattern Recognition
Jinjun Wang and Yihong Gong

Noisy video super-resolution
In MM '08: Proceeding of the 16th ACM international conference on Multimedia, pages 713-716
Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, and Yihong Gong

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
Yun Chi, Shenghuo Zhu, Yihong Gong, and Yi Zhang

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
Dingding Wang, Shenghuo Zhu, Yun Chi, and Tao Li

Dynamic active probing of helpdesk databases
34th International Conference on Very Large Data Bases (VLDB 2008), pages 748-760
Shenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, and Yihong Gong

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
Ka Cheung Sia, Junghoo Cho, Yun Chi, and Belle L. Tseng

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
Kai Yu, Shenghuo Zhu, Wei Xu, and Yihong Gong

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
Dingding Wang, Tao Li, Shenghuo Zhu, and Chris Ding

Detecting splogs via temporal dynamics using self-similarity analysis
ACM Trans. Web, 2(1):1-35, 2008
Yu-Ru Lin, Hari Sundaram, Yun Chi, Junichi Tatemura, and Belle L. Tseng

Learning multiple graphs for document recommendations
In WWW '08: Proceeding of the 17th international conference on World Wide Web, pages 141-150
Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, and C. Lee Giles

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
Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, and Belle L. Tseng

Image and video super resolution techniques
In Dr. Borko Furht, editor, Encyclopedia of Multimedia, 2nd Edition. Springer, 2008
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
Jinjun Wang and Yihong Gong

Predictive matrix-variate t models
Advances in Neural Information Processing Systems 20, pages 1721-1728
Shenghuo Zhu, Kai Yu, and Yihong Gong

Gaussian process models for link analysis and transfer learning
Advances in Neural Information Processing Systems 20, pages 1657-1664
Kai Yu and Wei Chu

2007

Efficient video object segmentation by graph-cut
In ICME '07: IEEE International Conference on Multimedia and Expo, pages 496-499, July 2007
Jinjun Wang, Wei Xu, Shenghuo Zhu, and Yihong Gong

Detecting unsafe driving patterns using discriminative learning
In Multimedia and Expo, 2007 IEEE International Conference on, pages 1431-1434, July 2007
Yue Zhou, Wei Xu, Huazhong Ning, Yihong Gong, and T.S. Huang

Bilateral back-projection for single image super resolution
In Multimedia and Expo, 2007 IEEE International Conference on, pages 1039-1042, July 2007
Shengyang Dai, Mei Han, Ying Wu, and Yihong Gong

Soft edge smoothness prior for alpha channel super resolution
In Computer Vision and Pattern Recognition, 2007. CVPR '07,pages 1-8, June 2007.
Shengyang Dai, Mei Han, Wei Xu, Ying Wu, and Yihong Gong

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, 2007
Xiaodan Song, Yun Chi, Koji Hino, 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, 2007
Yu-Ru Lin, Hari Sundaram, Yun Chi, Junichi Tatemura, 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, 2007 - Runner-up for the Best Research Paper Award
Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, 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 163-172,2007
Yun Chi, Shenghuo Zhu, Xiaodan Song, Junichi Tatemura, and Belle L. 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, 2007
Xiaodan Song, Yun Chi, Koji Hino, and Belle 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, 2007
Yu-Ru Lin, Hari Sundaram, Yun Chi, Junichi Tatemura, and 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, 2007
Belle L. 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, 2007
Akshay Java, Xiaodan Song, Tim Finin, and Belle Tseng

Machine Learning for Multimedia Content Analysis (Multimedia Systems and Applications)
Springer-Verlag New York, Inc,  2007
Yihong Gong and Wei Xu

Multi-object trajectory tracking
Mach. Vision Appl., 18(3):221-232, 2007
Mei Han, Wei Xu, Hai Tao, and Yihong Gong

Capturing user interests by both exploitation and exploration

In UM '07: Proceedings of User Modeling, pages 334-339, 2007
Ka Cheung Sia, Shenghuo Zhu Yun Chi, Koji Hino, and Belle L. Tseng

Monitoring rss feeds based on user browsing pattern
In ICWSM '07: International Conference on Weblogs and Social Media, 2007
Ka Cheung Sia, Junghoo Cho, Koji Hino, Yun Chi, Shenghuo Zhu, and Belle L. Tseng

Summarization system by identifying influential blogs
In Proceedings of the ICWSM, pages 325-326, 2007
X. Song, Y. Chi, K. Hino, and B. L. Tseng.

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, 2007
Shenghuo Zhu, Kai Yu, Yun Chi, and Yihong Gong

2006

Improving speaker diarization by cross em refinement
In Multimedia and Expo, 2006 IEEE International Conference on, pages 1901-1904, 2006
Huazhong Ning, Wei Xu, Yihong Gong, and T. Huang

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, 2006
Xiang Ji, Wei Xu, and Shenghuo Zhu

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, 2006
Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, and Ming-Ting Sun

Video foreground segmentation based on sequential feature clustering
In ICPR '06: Proceedings of the 18th International Conference on Pattern Recognition, pages 492-496, Washington, 2006
Mei Han, Wei Xu, 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, 2006
Dan Kong, Mei Han, Wei Xu, Hai Tao, 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, 2006
Mei Han, Wei Xu, and Yihong Gong

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, 2006
Arun Qamra, Belle Tseng, and Edward Y. Chang

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, 2006
Yun Chi, Belle L. Tseng, and Junichi Tatemura

Empirical studies on multi-label classification
In ICTAI '06: Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence, pages 86-92, 2006
Tao Li, Chengliang Zhang, and Shenghuo Zhu

Summarization and visualization of communication patterns in a large social network
Proceedings of 10th. Pacific-Asia Conference, PAKDD 2006, Advances in Knowledge Discovery and Data Mining, no. 3918 in Lecture Notes in Computer Science (LNCS), pages 371-379, 2006
P. Appan, H. Sundaram, and B. L. Tseng

Video super-resolution with scene-specific priors
In Proceedings of British Machine Vision Seventeenth Conference, pages 549-558, 2006
D. Kong, M. Han, W. Xu, H. Tao, and Y. Gong

The splog detection task and a solution based on temporal and link properties
In Proceedings of NIST Text Retrieval Conference - TREC, 2006
Y.R. Lin, W.Y. Chen, X. Shi, R. Sia, X. Song, Y. Chi, K. Hino, H. Sundaram, J. Tatemura, and B. L. Tseng

Modeling evolutionary behaviors for community-based dynamic recommendation.
In SIAM SDM'06: Proceedings of the SIAM Conference on Data Mining, 2006.
X. Song, C.Y. Lin, B.L. Tseng, and M.T. Sun

Important weblog identification and hot story summarization
In Proceedings of AAAI Computational Approaches to Analyzing Weblogs, pages 221-227, 2006.
Y. Wu and B.L. Tseng

Trend analysis for large document streams
In ICMLA '06: Proceedings of the 5th International Conference on Machine Learning and Applications, pages 285-295, 2006
Chengliang Zhang, Shenghuo Zhu, and Yihong Gong

2005

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, 2005
Yue Zhou, Wei Xu, Hai Tao, 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, 2005
Shenghuo Zhu, Xiang Ji, Wei Xu, and Yihong Gong

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, 2005
Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, and Ming-Ting Sun

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.
Yi Wu, Edward Y. Chang, and Belle L. Tseng

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, 2005. Springer-Verlag.
X. Song, B.L. Tseng, C.Y. Lin, and M.T. Sun

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.
B.L. Tseng, J. Tatemura, and Y. Wu

2004

An algorithm for multiple object trajectory tracking
In Computer Vision and Pattern Recognition, 2004. CVPR 2004.
Mei Han, Wei Xu, Hai Tao, and Yihong Gong

Maximum entropy model-based baseball highlight detection and classification
Comput. Vis. Image Underst., 96(2):181-199, 2004
Yihong Gong, Mei Han, Wei Hua, and Wei Xu

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, 2004
Wei Xu 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.
Mei Han, A. Sethi, Wei Hua, and Yihong Gong

2003

Summarizing audiovisual contents of a video program
EURASIP J. Appl. Signal Process., 2003(1):160-169, 2003
Yihong Gong

Video summarization and retrieval using singular value decomposition
Multimedia Syst., 9(2):157-168, 2003
Yihong Gong and Xin Liu

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, 2003
Wei Xu, Xin Liu, and Yihong Gong

2002

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, 2002
Xin Liu, Yihong Gong, Wei Xu, and Shenghuo Zhu

An integrated baseball digest system using maximum entropy method
In MULTIMEDIA '02: Proceedings of the tenth ACM international conference on Multimedia, pages 347-350, 2002
Mei Han, Wei Hua, Wei Xu, and Yihong Gong

Extract highlights from baseball game video with hidden markov models
In Image Processing 2002, volume 1, pages I-609-I-612
Peng Chang, 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, 2002
Wei Hua, Mei Han, and Yihong Gong

Creating motion video summaries with partial audio-visual alignment
In Multimedia and Expo, 2002. ICME '02. Proceedings, pages 285-288 vol.1, 2002
Yihong Gong, Xin Liu, and Wei Hua

2001

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, 2001
Yihong Gong and Xin Liu

Creating generic text summaries
In Document Analysis and Recognition, Proceedings. Sixth International Conference on, pages 903-907, 2001
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, 2001
Yihong Gong and Xin Liu

1999

Advancing content-based image retrieval by exploiting image color and region features
Multimedia Syst., 7(6):449-457, 1999
Yihong Gong