Publications

Monographs

  1. Zhongfei (Mark) Zhang and Ruofei Zhang, Multimedia Data Mining – A Systematic Introduction to Concepts and Theory,  Taylor & Francis Group/CRC Press, 2008, ISBN: 9781584889663
  2. Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu, Relational Data Clustering: Models, Algorithms, and Applications, Taylor & Francis/CRC Press, 2010, ISBN: 9781420072617

Books Edited

  1. Rodney Long, Sameer Antani, D.J. Lee, Brian Nutter, and Zhongfei (Mark) Zhang, Proceedings of the IEEE Annual Conference on Computer Based Medical System, IEEE Computer Society Press, 2004, ISBN: 0-7695-2104-5.
  2. Hamid R. Arabnia, Pau-Choo Chung, James B. Farison, Guenther Raidl,  Muhammad Sarfraz, and Zhongfei Zhang, Proceedings of the International Conference on Imaging Science, Systems, and Technology, CSREA Press, 1998, ISBN: 1-892512-03-3.

Book Chapters

Ruofei Zhang and Zhongfei (Mark) Zhang,
FAST: Fast And Semantics-Tailored Image Retrieval, in Multimedia Data Mining and Knowledge Discovery, Edited by Valery A. Petrushin and Latifur Khan, Springer, 2006

Ruofei Zhang and Zhongfei (Mark) Zhang,
Solving Small and Asymmetric Sampling Problem in the Context of Image Retrieval, in Artificial Intelligence for Maximizing Content Based Image Retrieval, Edited by Zongmin Ma, Idea Group Inc., 2008

Zhongfei Zhang and Haroon Khan,
A Holistic, In-Compression Approach to Mining Independent Motion Segments for Mas- sive Surveillance Video Collections, in Video Search and Mining, Edited by Dan Schonfeld, Caifeng Shan, Dacheng Tao, and Liang Wan, Springer, ISBN 978-3-642-12899-8, 2010

Zhongfei (Mark) Zhang and Ruofei Zhang,
Multimedia Data Mining, in Data Mining and Knowledge Discovery Handbook, 2nd Ed., Edited by Oded Maimon and Lior Rokach, Springer, 2010

Zhongfei (Mark) Zhang, Bo Long, Zhen Guo, Tianbing Xu, and Philip S. Yu,
Machine Learning Approaches to Link-Based Clustering, in Link Mining: Models, Algo- rithms and Applications, Edited by Philip S. Yu, Christos Faloutsos, and Jiawei Han, Springer, 2010

Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, and Christos Faloutsos,
A Max Margin Framework on Image Annotation and Multimodal Image Retrieval, in Mul- timedia, Edited by Vedran Kordic, IN-TECH, 2010

Zhongfei (Mark) Zhang, Zhen Guo, Christos Faloutsos, Eric P. Xing, and Jia-Yu Pan,
On the scalability and adaptability for multimodal image retrieval and image annotation, in Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives, Edited by Roger Wei, Idea Group Inc., 2010

Bo Long and Zhongfei (Mark) Zhang,
A General Model for Relational Clustering, in Data Mining, Edited by Kimito Funatsu, IN-TECH,  2011

Zhongfei (Mark) Zhang and Ruofei Zhang,
Multimedia Information Mining, in Multimedia Image and Video Processing (2nd Edition), Edited by Ling Guan, Yifeng He, and Sun-Yuan Kung, CRC Press, 2011

Ismail El Sayad, Jean Martinet, Zhongfei (Mark) Zhang, and Peter Eisert,
Multilayer Semantic Analysis In Image Databases, in Real World Data Mining Applications, Edited by Mahmoud Abou-Nasr, Robert Stahlbock, Stefan Lessmann, and Gary M. Weiss, Springer, 2014

Peer Reviewed Journal Publications

Xueyi Zhao, Xi Li, Zhongfei Zhang,
Joint Structural Learning to Rank with Deep Linear Feature Learning, IEEE Transactions on Knowledge and Data Engineering, accepted, 2015

Xueyi Zhao, Chenyi Zhang, Zhongfei Zhang,
Distributed cross-media multiple binary subspace learning, International Journal of Multime- dia Information Retrieval, accepted, 2015

Xueyi Zhao, Xi Li, and Zhongfei Zhang,
Multimedia Retrieval via Deep Learning to Rank, IEEE Signal Processing Letters, IEEE Signal Processing Society Press, 2015

Zhen Guo, Zhongfei Zhang, Eric P. Xing, and Christos Faloutsos,
Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learn- ing, ACM Transactions on Knwoledge Discovery and Data Mining, ACM Press, 2015

Fei Wu, Xinyang Jiang, Xi Li, Siliang Tang, Weiming Lu, Zhongfei Zhang, and Yueting Zhuang,
Cross-Modal Learning to Rank via Latent Joint Representation, IEEE Transactions on Image Processing, IEEE Signal Processing Society Press, 2015

Zhongfei Zhang, Yueting Zhuang, Ramesh Jain, Jia-Yu Pan,
Editorial of the Special Issue on the Cross-Media Analysis, International Journal of Multimedia Information Retrieval, Springer, Volume 3, Number 3, October, 2014, DOI 10.1007/s13735-014-0060-1

Yueting Zhuang, Haidong Gao, Fei Wu, Siliang Tang, Yin Zhang, Zhongfei Zhang,
Probabilistic Word Selection via Topic Modeling, IEEE Transactions on Knowledge and Data Engineering, accepted, 2014

Ming Yang, Yingming Li, Zhongfei Zhang,
Scientific Articles Recommendation with Topic Regression and Relational Matrix Factoriza- tion, Journal of Zhejiang University — Part C: Computer Science, Springer, Volume 25, Number 11, Pages 984-998, 2014

Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony R. Dick, and Anton vanden Hengel,
Context-Aware Hypergraph Construction for Robust Spectral Clustering, IEEE Transactions on Knowledge and Data Engineering, IEEE Computer Society Press, Volume 26, Issue 10, October, Pages 2588-2597, 2014

Mingyu Fan, Xiaoqin Zhang, Zhouchen Lin, Zhongfei Zhang, and Hujun Bao,
A Regularized Approach for Geodesic-Based Semisupervised Multimanifold Learning, IEEE Transactions on Image Processing, IEEE Signal Processing Society Press, Volume 23, Issue 5, May, Pages 2133-2147, 2014

Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong,
A Two-Level Topic Model towards Knowledge  Discovery from Citation Networks, IEEE Transactions on Knowledge and Data Engineering, IEEE Computer Society Press, Volume 26, Issue 4, April, Pages 780 - 794, 2014

Xi Li, Anthony R. Dick, Chunhua Shen, Zhongfei Zhang, Anton van den Hengel, and Hanzi Wang,
Visual Tracking With Spatio-Temporal Dempster-Shafer Information Fusion, IEEE Trans- actions on Image Processing, IEEE Signal Processing Society Press, Volune 22, Number 8, Pages 3028-3040, 2013

Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony Dick, and Anton van den Hengel,
A  Survey  of   Appearance   Models   in   Visual   Object   Tracking,   ACM   Transactions on Intelligent Systems and Technology, ACM Press, Volume 4, Number 4, DOI: 10.1145/2508037.2508039,  2013

Xi Li, Weiming Hu, Zhongfei Zhang, and David Suter,
An Incremental DPMM-Based Method for Trajectory Clustering, Modeling and Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, Volune 35, Number 5, Pages 1051 - 1065, 2013

Zhongfei Zhang, Zhengyou Zhang, Ramesh Jain, Yueting Zhuang, Noshir Contractor,
Alexander G. Hauptmann, Alejandro (Alex) Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu,
Societally Connected Multimedia across Cultures, Journal of Zhejiang University — Part C
(Computer Science), Springer, Volume 13, Number 12, Pages 875-880, 2012

Fei Wu, Yahong Han, Xiang Liu, Jian Shao, Yueting Zhuang, Zhongfei Zhang,
The heterogeneous feature selection with structural sparsity for multimedia annotation and hashing: a survey, International Journal of Multimedia Information Retrieval, Springer, Volume 1, Number 1, Pages 3-15, April, 2012, DOI 10.1007/s13735-012-0001-9

Zhouzhou He, Zhongfei Zhang, Philip S. Yu,
Overlapping Community Detection Combining Content and Link, Journal of Zhejiang Uni- versity — Part C: Computer Science, Volume 13, Number 11, Pages 828-839, 2012

Weiming Hu, Haiqiang Zuo, Ou Wu, Yunfei Chen, Zhongfei Zhang, and David Suter,
Single and Multiple Object Tracking Using Log-Euclidean Riemannian Subspace and Block- Division Appearance Model, IEEE Transactions on Pattern Analysis and Machine Intelli- gence, IEEE Computer Society Press, Volune 34, Number 12, Pages 2420 - 2440, 2012

Tianbing Xu, Zhongfei Zhang, Philip S. Yu, and Bo Long
Generative Models for Evolutionary Clustering, ACM Transactions on Knowledge Discovery from Data, ACM Press, Volume 6, Number 2, Pages 7:1-7:27, July, 2012

Zhongfei (Mark) Zhang, Zhengyou Zhang, Ramesh Jain, and Yueting Zhuang
Guest Editors’ Introduction: Special Section on Connected Multimedia, Journal of Multime- dia, Academy Publisher, Volume 7, Number 1, 2012

Weiming Hu, Haiqiang Zuo, Ou Wu, Yunfei Chen, Zhongfei Zhang, and David Suter
Recognition of Adult Images, Videos and Webpage Bags, ACM Transactions on Multimedia Computing, Communications and Applications, ACM Press, Volume 7S, Issue 1, October, 2011.

Weiming Hu, Xi Li, Xiaoqin Zhang, Xinchu Shi, Stephen Maybank, and Zhongfei Zhang
Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking, International Journal of Computer Vision, Springer, Volume 91, No. 3, pages 303-327, 2011.

Xi Li, Weiming Hu, Hanzi Wang, and Zhongfei (Mark) Zhang,
Robust Object Tracking Using A Spatial Pyramid Heat Kernel Structural Information Rep- resentation, Nurocomputing, Elsevier Science, Volume 73, No. 16-18, pages 3179-3190, October, 2010

Zhongfei (Mark) Zhang, Zhen Guo, and Jia-Yu (Tim) Pan,
A Multiple-Instance Learning Based Approach to Multimodal Data Mining, International Journal of Digital Library Systems, IGI Global, Volume 1, Number 2, Pages 23-41, April- June, 2010

Xi Li, Weiming Hu, Hanzi Wang, and Zhongfei (Mark) Zhang,
Linear Discriminant Analysis Using Rotational Invariant L1 Norm, Nurocomputing, Else- vier Science, Volume 73, No. 13-15, pages 2571-2579, August, 2010

Xi Li, Weiming Hu, Zhongfei (Mark) Zhang, and Hanzi Wang
Heat Kernel Based Local Binary Pattern for Face Representation and Classification, IEEE Signal Processing Letters, IEEE Signal Processing Society Press, Volume 17, Issue 3, Pages 308-311, March, 2010

Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu
A General Framework for Relation Graph Clustering, Knowledge and Information Systems, Springer, Volume 24, Number 3, Pages 393-413, September, 2010

Jian Yao, Zhongfei (Mark) Zhang, Sameer Antani, Rodney Long, and George Thoma,
Automatic Medical Image Annotation and Retrieval, Neurocomputing, Elsevier Science Press, Volume 71/10-12, 2008, pp 2012-2022

Xiao-Bing Xue, Zhi-Hua Zhou, and Zhongfei (Mark) Zhang,
Improving Web Search Using Image Snippets, ACM Transactions on Internet Technology, ACM Press, Volume 8, Number 4, September, 2008, pp 21:1-21:28

Zhongfei (Mark) Zhang, Haroon Khan, and Mark A. Robertson,
A Holistic, In-Compression Approach to Video Segmentation for Independent Motion Detec- tion, EURASIP Journal on Advances in Signal Processing, Hindawi Publishing Co., Article ID 738158, 9 pages, doi:10.1155/2008/738158, Volume 2008, 2008

Zhongfei (Mark) Zhang, Florent Masseglia, Ramesh Jain, and Alberto Del Bimbo
Editorial: Introduction to the Special Issue on Multimedia Data Mining, IEEE Transactions on Multimedia, IEEE Computer Society Press, Volume 10, Number 2, 2008, pp 165 – 166

Ruofei Zhang and Zhongfei (Mark) Zhang,
Effective Image Retrieval Based on Hidden Concept Discovery in Image Database, IEEE Transactions on Image Processing, Volume 16, Number 2, February, 2007, pp 562 – 572

Zhongfei (Mark) Zhang, Florent Masseglia, Ramesh Jain, and Alberto Del Bimbo
KDD/MDM 2006: The 7th KDD Multimedia Data Mining Workshop Report, ACM KDD Explorations, ACM Publishers, Volume 8, Issue 2, December, 2006, pp 92 – 95

Zhongfei (Mark) Zhang,
Querying Non-Uniform Image Databases for Biometrics-Related Identification Applications,
Sensor Review, Emerald Publishers, Volume 26, Number 2, April, 2006, pp 122 – 126

Ruofei Zhang and Zhongfei (Mark) Zhang,
Empirical Bayesian Learning in the Relevance Feedback of Image Retrieval, Image and Vision Computing, Elsevier Science, Volume 24, Issue 3, March, 2006, pp 211 – 223

Arif Ghafoor, Zhongfei (Mark) Zhang, Michael S. Lew, and Zhi-Hua Zhou,
Guest Editors’ Introduction to Machine Learning Approaches to Multimedia Information Retrieval, ACM Multimedia Systems Journal, Springer, August, 2006, Volume 12, No. 1, pp 1 - 2

Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, and Hong-Jiang Zhang,
A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieval, ACM Multimedia Systems Journal, the special issue of Using Machine Learning Ap- proaches to Multimedia Information  Retrieval, Springer, August,  2006, Volume 12, No. 1, pp 27-33

Jian Yao and Zhongfei (Mark) Zhang,
Hierarchical Shadow Detection for Color Aerial Images, Computer Vision and Image Under- standing, Elsevier Science, Volume 102, Issue 1, April, 2006, pp 60 – 69

Ruofei Zhang and Zhongfei (Mark) Zhang,
FAST: Towards More Effective and Efficient Image Retrieval, ACM Multimedia Systems Journal, the special  issue on  Multimedia Information Retrieval, Springer, Vol. 10, Number 6, October, 2005, pp 529 – 543

Zhongfei (Mark) Zhang, Ruofei Zhang, Jian Yao, Guangbiao Pu, Paul E.  Knudson,
Ruth S. Weinstock, and Andrzej Krol,
Medical Data on Demand with WebMIA, IEEE Engineering in Medicine and Biology Mag- azine, IEEE Press, Vol. 24, Number 3, May/June 2005, pp 117 – 122

Ruofei Zhang and Zhongfei Zhang,
A Robust Color Object Analysis Approach to the Efficient Retrieval of Image Databases, EURASIP Journal on Applied Signal Processing, the special issue on Object-Based and Semantic Image and Video Analysis, Hindawi Publishing Corporation, Vol. 2004, Num- ber 6, 2004, pp 871 – 885

Zhongfei (Mark) Zhang, Rohini K. Srihari,
Knowledge Supervised Perceptual Grouping Based Qualitative Building Detection from Monocular Aerial Images, International Journal on Artificial Intelligence Tools, World Sci- entific Press, Volume 12, Number 1, March, 2003, pp 57 – 79

Zhongfei (Mark) Zhang, Rohini K. Srihari,
Subspace Morphing Theory for Appearance Based Object Identification, Pattern Recognition, Elsevier Science Press, Volume 35, Number 11, November, 2002, pp 2389 – 2396

Ruofei Zhang, Zhongfei (Mark) Zhang, and Andrzej Krol,
Web Based Medical Archive System, Guthrie Journal, Volume 71, Number 1, 2002, Donald Guthrie Foundation for Education and Research.

Jian Yao and Zhongfei (Mark) Zhang,
Multimodal Medical Image Fusion, Guthrie Journal, Volume 71, Number 1, 2002, Donald Guthrie Foundation for Education and Research.

Jay Parikh, Ruofei Zhang, Zhongfei (Mark) Zhang,
Paul E. Knudson, Ruth S. Weinstock, Suzzane Meyer, An Internet Based Multimedia Di- abetes Education System, Guthrie Journal, Volume 71, Number 1, 2002, Donald Guthrie Foundation for Education and Research.

Rohini K. Srihari and Zhongfei Zhang,
Show&Tell: A Multimedia System for Semi-Automated Image Annotation, IEEE Multime- dia, IEEE Computer Society Press, Volume 7, Number 3, July – September, 2000, pp 61 – 71

Rohini K. Srihari, Zhongfei Zhang, and Aibing Rao,
Intelligent Indexing and Semantic Retrieval of Multimodal Documents, Information Re- trieval, the special issue on Document Image Retrieval, Springer, Volume 2, Number 2/3, May, 2000, pp 245 – 275

Rohini K. Srihari and Zhongfei Zhang,
Exploiting Multimodal Context in Image Retrieval, Library Trends, the special issue on Progress on Visual Information  Retrieval,  The University  of Illinois Press,  Volume 48, Number 2, Fall, 1999, pp 496 – 520

Rohini K. Srihari, Zhongfei Zhang, R. Manmatha, Chandu Ravela,
Multimedia Indexing and Retrieval, SIGIR’99 Workshop Summary, SIGIR Forum, Volume 33, Number 1, 1999, pp 34 – 35.

Zhongfei Zhang, Richard Weiss, and Allen Hanson,
Visual Servoing Control of Autonomous Robot Calibration and Navigation, Journal of Robotic Systems, John Wiley & Sons, Volume 16, Number 6, June, 1999, pp 313 – 328

Rohini K. Srihari, Zhongfei Zhang, R. Manmatha, Chandu Ravela,
Multimedia Indexing and Retrieval, Summary Report, SIGIR Forum, Volume 32, Number 2, 1998, pp 29 – 30.

Zhongfei Zhang, Rich Weiss, and Allen Hanson,
Obstacle Detection Based on Qualitative and Quantitative 3D Reconstruction, IEEE Trans- action on Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, Volume 19, No. 1, Jan. 1997, pp 15 – 26.

Peer Reviewed Conference Publications

  1. Shuangfei Zhai and Zhongfei (Mark) Zhang,
    Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs, Proc. SIAM International Conference on Data Mining, (SDM 2015), Vancouver, British Columbia, Canada, April, 2014, (% acceptance rate)
  2. Fei Wu, Jun Song, Xi Li, Yi Yang, Zhongfei (Mark) Zhang, and Yueting Zhuang,
    Structured embedding via pairwise relations and long-range interactions, Proc. AAAI, (AAAI 2015), Austin, TX, USA , January, 2014, (26.67% acceptance rate)
  3. Te Pi, Xi Li, and Zhongfei (Mark) Zhang,
    Structural Bregman Distance Functions Learning to Rank with Self-Reinforcement, Proc. IEEE International Conference on Data Mining, (ICDM 2014), Shenzhen, Guangdong, China, December, 2014, (9.8% acceptance rate)
  4. Jiangtao Yin, Lixin Gao, and Zhongfei (Mark) Zhang,
    Scalable Nonnegative Matrix Factorization with Block-wise Updates, Proc. European Confer- ence on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, (ECML/PKDD 2014), Nancy, France, September, 2014, (23.8% acceptance rate)
  5. Zheng Fang and Zhongfei (Mark) Zhang,
    Cross Domain Shared Subspace Learning for Unsupervised Transfer Classification, Proc. International Conference on Pattern Recognition, Stockholm, Sweden, August, 2014, (18% acceptance rate)
  6. Xueyi Zhao, Chenyi Zhang, and Zhongfei (Mark) Zhang,
    Distributed Binary Subspace Learning on Large-Scale Cross-Media Data, Proc. IEEE Inter- national Conference on Multimedia and Expo, Chengdu, China, July, 2014, (33% acceptance rate)
  7. Yingming Li, Ming Yang, Zhongang Qi, and Zhongfei (Mark) Zhang,
    Bayesian Multi-Task Relationship Learning with Link Structure, Proc. IEEE International Conference on Data Mining, Dallas, TX, USA, December, 2013, (15% acceptance rate)
  8. Yingming Li, Ming Yang, and Zhongfei (Mark) Zhang,
    Coordinate Ranking Regularized Non-negative Matrix Factorization, Proc. IAPR Asian Con- ference on Pattern Recognition, Okinawa, Japan, November, 2013
  9. Yingming Li, Ming Yang, and Zhongfei (Mark) Zhang,
    Scientific Articles Recommendation, Proc. The ACM International Conference on Informa- tion and Knowledge Management, San Francisco, CA, USA, October, 2013, (16.8% accep- tance rate)
  10. Zheng Fang and Zhongfei (Mark) Zhang,
    Discriminative  Feature Selection for Multi-View Cross-Domain, Proc. The ACM Interna- tional Conference on Information and Knowledge Management, San Francisco, CA, USA, October, 2013, (16.8% acceptance rate)
  11. Fei Wu, Xinyan Lu, Yin Zhang, Zhongfei (Mark) Zhang, Shuicheng Yan, Yong Rui, and Yuetin Zhuang,
    Cross-Media Semantic Representation via Bi-directional Learning to Rank, Proc. The ACM International Conference on Multimedia, Barcelona, Catalunya, Spain, October, 2013, (20% acceptance rate)
  12. Yingming Li, ZhongAng Qi, Zhongfei (Mark) Zhang, and Ming Yang,
    Learning with Limited and Noisy Tagging, Proc. The ACM International Conference on Multimedia, Barcelona, Catalunya, Spain, October, 2013, (20% acceptance rate)
  13. Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei (Mark) Zhang, Xiaofei He, and Yueting Zhuang,
    A Low Rank Structural Large Margin Method for Cross-Modal Ranking, Proc. The 36th Annual ACM SIGIR Conference, Dublin, Ireland, July, 2013, (19.9% acceptance rate)
  14. Ming Yang, Yingming Li, and Zhongfei (Mark)Zhang,
    Multi-Task Learning with Gaussian Matrix Generalized Inverse Gaussian Model, Proc. In- ternational Conference on Machine Learning, Atlanta, Georgia, USA, June, 2013, (20% acceptance rate)
  15. Zheng Fang and Zhongfei (Mark) Zhang,
    Discriminant Transfer Learning on Manifold, Proc. SIAM International Conference on Data Mining, Austin, TX, USA, May, 2013, (25.5% acceptance rate)
  16. Zheng Fang and Zhongfei (Mark) Zhang,
    Simultaneously Combing Multi-View Multi-Label Learning with Maximum Margin Classifi- cation, Proc. IEEE International Conference on Data Mining, Brussels, Belgium, December, 2012, (9.3% acceptance rate)
  17. Mingyu Fan, Xiaoqin Zhang;, Zhouchen Lin, Zhongfei Zhang and Hujun Bao,
    Geodesic based semi-supervised multi-manifold feature extraction, Proc. IEEE International Conference on Data Mining, Brussels, Belgium, December, 2012, (9.3% acceptance rate)
  18. Zhongang Qi, Ming Yang, Zhongfei Zhang, Zhengyou Zhang,
    Mining Noisy Tagging from Multi-Label Space, Proc. the 21st ACM Conference on Infor- mation and Knowledge Management, Maui, HW, USA, October, 2012, (14.3% acceptance rate)
  19. Zhongang Qi, Ming Yang, Zhongfei Zhang, Zhengyou Zhang,
    Multi-View Learning from Imperfect Tagging, Proc. the 20th ACM International Conference on Multimedia, Nara, Japan, October, 2012, (20% acceptance rate)
  20. Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu,
    Unsupervised Ensemble Learning for Mining Top-n Outliers, Proc. the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, May, 2012, (8.3% acceptance rate)
  21. Philip Dexter, Kevin Hannon, Dan Seel, David Krein, Carol Reynolds, Alan Troidl, Yi Xu, and Zhongfei Zhang,
    Research on Social Network Analysis from a Younger Generation, Proc. International Con- ference on Network Science, Chicago, IL, USA, June, 2012
  22. Yi Xu, Zhongfei (Mark) Zhang, Bo Long, and Philip S. Yu
    Pattern Change Discovery between High Dimensional Datasets, Proc. the 20th ACM Con- ference on Information and Knowledge Management, Glaskow, UK, October, 2011, (15% acceptance rate)
  23. Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, and Zhengyou Zhang
    Mining Partially Annotated Images, Proc. the 17th ACM Conference on Knowledge Discov- ery and Data Mining, San Diego, CA, USA, August, 2011, (6.9% acceptance rate)
  24. Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu,
    RKOF: Robust Kernel-Based Local Outlier Detection, Proc. the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Shenzhen, China, 2011, (17.5% acceptance rate)
  25. Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu,
    Local Outlier detection Based on Kernel Regression, Proc. International Conference on Pattern Recognition, Istanbul, Turkey, August, 2010, (54% acceptance rate)
  26. Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei (Mark) Zhang, and Yihong Gong,
    Unsupervised Learning from Linked Documents, Proc. International Conference on Pattern Recognition, Istanbul, Turkey, August, 2010, (54% acceptance rate)
  27. Zhen Guo, Shenghuo Zhu, Zhongfei (Mark) Zhang, Yun Chi, and Yihong Gong,
    A Topic Model for Linked Documents and Update Rules for its Estimation, Proc. AAAI, Atlanta, GA, USA, July, 2010, (26.9% acceptance rate)
  28. Zhen Guo, Zhongfei (Mark) Zhang, Shenghuo Zhu, Yun Chi, and Yihong Gong,
    Knowledge Discovery from Citation Networks, Proc. IEEE International Conference on Data Mining, Miami, FL, USA, December, 2009, (17.8% acceptance rate)
  29. Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei (Mark) Zhang, and Yihong Gong,
    A latent topic model for linked documents, Proc. ACM International Conference SIGIR, Boston, MA, USA, July, 2009, (16% acceptance rate)
  30. Xi Li, Weiming Hu, Zhongfei (Mark) Zhang, and Yang Liu
    Spectral Graph Partitioning Based on A Random Walk Diffusion Similarity Measure, Proc. Asian Conference on Computer Vision, XiAn, China, September, 2009, (23% acceptance rate)
  31. Tianbing Xu, Zhongfei Zhang, Philip S. Yu, and Bo Long,
    Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State, Proc. IEEE International Conference on Data Mining, Pisa, Italy, December, 2008, (9.6% accep- tance rate)
  32. Tianbing Xu, Zhongfei Zhang, Philip S. Yu, and Bo Long,
    Dirichlet Process Based Evolutionary Clustering, Proc. IEEE International Conference on Data Mining, Pisa, Italy, December, 2008, (9.6% acceptance rate)
  33. Xi Li, Zhongfei Zhang, Yanguo Wang, and Weiming Hu,
    Multiclass Spectral Clustering Based on Discriminant Analysis, Proc. International Confer- ence on Pattern Recognition, Tempa, FL, USA, December, 2008, (20.0% acceptance rate)
  34. Adel Lablack, Zhongfei Zhang, and Chabane Djeraba,
    Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets, Proc. In- ternational Symposium on Multimedia, Berkeley, CA, USA, December, 2008
  35. Xi Li, Weiming Hu, Zhongfei Zhang, and Xiaoqin Zhang,
    Robust Visual Tracking Based on An Effective Appearance Model, Proc. European Computer Vision Conference,  Marseille, France, October,  2008,  (23.3% acceptance rate)
  36. Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang,
    Robust Foreground Segmentation Based on Two Effective Background Models, Proc. ACM International Conference on Multimedia Information and Retrieval, Vancouver, Canada, October, 2008, (20.0% acceptance rate)
  37. Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, and Guan Luo,
    Trajectory-Based Video Retrieval Using Dirichlet Process Mixture Models, Proc. British Machine Vision Conference, Leeds, UK, September, 2008, (12.5% acceptance rate)
  38. Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu, and Tianbing Xu,
    Clustering on Complex Graphs, Proc. 23th Conference on Artificial Intelligence (AAAI 2008), Chicago, IL, USA, July, 2008, (24% acceptance rate)
  39. Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Mingliang Zhu, Jian Cheng, and Guan Luo,
    Visual tracking via incremental log-Euclidean Riemannian subspace learning, Proc. IEEE International Conference on Computer vision and Pattern Recognition, Anchorage, Alaska, USA, June 2008, (27.9% acceptance rate)
  40. ain 40.  Ming Li, Zhongfei (Mark) Zhang, and Zhi-Hua Zhou,
    Mining Bulletin Board Systems Using Community Generation, Proc. Pacific and Asia Knowledge Discovery and Data Mining Conference, Osaka, Japan, May 2008, (11.9% ac- ceptance rate)
  41. Bo Long, Philip S. Yu and Zhongfei (Mark) Zhang,
    A general model for multiple view unsupervised learning, Proc. the SIAM International Conference on Data Mining, Atlanta, GA, 2008, (14% acceptance rate)
  42. Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, and Christos Faloutsos,
    Semi-supervised learning based on semiparametric regularization, Proc. the SIAM Interna- tional Conference on Data Mining, Atlanta, GA, 2008, (14% acceptance rate)
  43. Bo Long, Xiaoyun Wu, Zhongfei (Mark) Zhang, and Philip S. Yu,
    Community Learning by Graph Approximation, Proc. the IEEE International Conference on Data Mining, Omaha, NE, USA, October, 2007, (10% acceptance rate)
  44. Xi Li, Weiming Hu, Zhongfei (Mark) Zhang, Xiaoqin Zhang, and Quan Luo,
    Robust Visual Tracking Based on Incremental Tensor Subspace Learning, Proc. the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, October, 2007, (15% acceptance rate)
  45. Xi Li, Weiming Hu, and Zhongfei (Mark) Zhang,
    Corner Detection of Contour Images Using Spectral Clustering, Proc. the 14th IEEE Inter- national Conference on Image Processing, San Antonio, TX, USA, September, 2007, (45% acceptance rate)
  46. Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu,
    A Probabilistic Framework for Relational Clustering, Proc. the 13th ACM International Conference on Knowledge Discovery and Data Mining, San Jose, CA, USA, August, 2007, (8% acceptance rate)
  47. Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, and Christos Faloutsos,
    Enhanced Max Margin Learning on Multimodal Data Mining in a Multimedia Database, Proc. the 13th ACM International Conference on Knowledge Discovery and Data Mining, San Jose, CA, USA, August, 2007, (8% acceptance rate)
  48. Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu,
    Graph Partitioning Based on Link Distribution, Proc. the 22nd Annual Conference on Ar- tificial Intelligence (AAAI-07), Vancouver, British Columbia, Canada, July, 2007, (27% acceptance rate)
  49. Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, and Christos Faloutsos,
    A Max Margin Framework on Image Annotation and Multimodal Image Retrieval, Proc. the IEEE Annual International Conference on Multimedia and Expo, Beijing, China, July, 2007, (40% acceptance rate)
  50. Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu,
    Relational Clustering by Symmetric Convex Coding, Proc. the 24th Annual International Conference on Machine Learning, Oregon State University, OR, USA, June, 2007, (29% acceptance rate)
  51. Duane Gilmour and Zhongfei (Mark) Zhang,
    Determining Course of Action Alignment with Operational Objectives, Proc. the 11th In- ternational Command and Control Research and Technology Symposium, Cambridge, UK, September, 2006, (accepted)
  52. Bo Long, Xiaoyun Wu, Zhongfei (Mark) Zhang, and Philip S. Yu,
    Unsupervised Learning on K-partite Graphs, Proc. ACM International Conference on Knowl- edge Discovery and Data Mining, ACM Press, Philadelphia, PA, USA, August, 2006, (11% acceptance rate)
  53. Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, and Philip S. Yu,
    Spectral Clustering for Multi-Type Relational Data, Proc. International Conference on Ma- chine Learning, ACM Press, Pittsburgh, PA, USA, June, 2006, (10% acceptance rate)
  54. Xiao-Bing Xue, Zhi-Hua Zhou, and Zhongfei (Mark) Zhang,
    Improve Web Search Using Image Snippets, Proc. the 21st National Conference on Artificial Intelligence, AAAI Press, Boston, MA, USA, July, 2006, (accepted)
  55. Jian Yao, Zhongfei (Mark) Zhang, Sameer Antani, Rodney Long, and George Thoma,
    Automatic Medical Image Annotation and Retrieval Using SEMI-SECC, Proc. IEEE In- ternational Conference on Multimedia and Expo, IEEE Computer Society Press, Toronto, Canada, July, 2006, (22% acceptance rate)
  56. Jian Yao, Sameer Antani, Rodney Long, and George Thoma, and Zhongfei (Mark) Zhang,
    Automatic Medical Image Annotation and Retrieval Using SECC, Proc. IEEE International Symposium on Computer Based Medical Systems, IEEE Computer Society Press, Salt Lake City, Utah, USA, June, 2006, (30% acceptance rate)
  57. Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu,
    Combining Multiple Clusterings by Soft Correspondence, Proc. IEEE International Confer- ence on Data Mining, IEEE Computer Society Press, New Orleans, LA, November, 2005, (10.9% acceptance rate)
  58. Jian Yao and Zhongfei (Mark) Zhang,
    Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning, Proc. IEEE International Conference on Computer Vision, IEEE Computer Society Press, Beijing, China, October, 2005, (13.3% acceptance rate)
  59. Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, and  Hong-Jiang Zhang
    A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieval, Proc. IEEE International Conference on Computer Vision, IEEE Computer Society Press, Beijing, China, October, 2005, (13.3% acceptance rate)
  60. Bo Long, Zhongfei (Mark) Zhang, and Philip S. Yu
    Co-clustering by Block Value Decomposition, Proc. ACM International Conference on Knowledge Discovery and Data Mining, ACM Press, Chicago, IL, August, 2005, (10.5% acceptance rate)
  61. Ruofei Zhang and Zhongfei (Mark) Zhang
    Image Database Classification Based on Concept Vector Model, Proc. IEEE International Conference on  Multimedia and Expo, IEEE Computer  Society Press, Amsterdam, The Netherlands, July, 2005, (22% acceptance rate)
  62. Jian Yao and Zhongfei (Mark) Zhang
    Semi-Supervised Learning Based Object Detection in Aerial Imagery, Proc. IEEE Interna- tional Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, San Diego, CA, USA, June, 2005, (20% acceptance rate)
  63. Ruofei Zhang, Sandeep Khanzode, and Zhongfei (Mark) Zhang,
    A Data Mining Approach to Modeling Relationships Among Categories in Image Database, Proc. ACM International Conference on Knowledge Discovery and Data Mining,  ACM Press, Seattle, WA, August, 2004, pp 749 – 754 (13% acceptance rate)
  64. Ruofei Zhang, Sandeep Khanzode, and Zhongfei (Mark) Zhang,
    Classification Based Alpha-Semantics Graph Driven Image Retrieval, Proc. IEEE Interna- tional Conference on Pattern Recognition, IEEE Computer Society Press, Cambridge, UK, August, 2004, Vol. 4, pp 909 – 912 (18% acceptance rate)
  65. Ruofei Zhang and Zhongfei (Mark) Zhang,
    A Bayesian Framework for Automatic Concept Discovery in Image Collections, Proc. IEEE International Conference on Pattern Recognition, IEEE Computer Society Press, Cambridge, UK, August, 2004, Vol. 2, pp 973 – 976 (35% acceptance rate)
  66. Jian Yao and Zhongfei (Mark) Zhang,
    Systematic Static Shadow Detection, Proc. IEEE International Conference on Pattern Recog- nition, IEEE Computer Society Press, Cambridge, UK, August, 2004, Vol. 2, pp 76 – 79 (35% acceptance rate)
  67. Ruofei Zhang and Zhongfei (Mark) Zhang,
    Hidden Semantic Concept Discovery in Region Based Image Retrieval, Proc. IEEE Inter- national Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Washington, DC, USA, June, 2004, pp 996 – 1001 (6% acceptance rate)
  68. Ruofei Zhang, Zhongfei (Mark) Zhang, and Zhongyuan Qin,
    Semantic Repository Modeling in Image Database, Proc. IEEE International Conference on Multimedia and Expo, IEEE Computer Society Press, Taipei, Taiwan, June, 2004, 4 pages, CD Proceedings, (24% acceptance rate)
  69. Zhongfei (Mark) Zhang, Ruofei Zhang, and Jun Ohya,
    Exploiting the Cognitive Synergy between Different Media Modalities in Multimodal Infor- mation Retrieval, Proc. IEEE International Conference on Multimedia and Expo, IEEE Computer Society Press, Taipei, Taiwan, June, 2004, 4 pages, CD Proceedings, (24% accep- tance rate)
  70. Yuichi Kobayashi, Jun Ohya, and Zhongfei Zhang,
    Cognitive Bridge between Haptic Impressions and Texture Images for Subjective Image Re- trieval, Proc. IEEE International Conference on Multimedia and Expo, IEEE Computer Society Press, Taipei, Taiwan, June, 2004, 4 pages, CD Proceedings, (24% acceptance rate)
  71. Ruofei Zhang and Zhongfei (Mark) Zhang,
    Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval, Proc. Euro- pean Conference on Computer Vision, in Lecture Notes in Computer Science, Editors: Tomas Pajdla and Jiri Matas, Springer-Verlag, ISBN: 3-540-21982-X, Prague, Czech Re- public, May, 2004, pp 355 – 367 (26% acceptance rate)
  72. John Salerno, Zhongfei (Mark) Zhang, Ronny Lewin, and Michael Decker,
    Discovering Social Groups without Having Relational Data, Proc. SPIE International Con- ference on Data Mining and Knowledge Discovery: Theory, Tools, and Technology, SPIE Press, Volume 5433, Orlando, Florida, USA, April, 2004, pp 33 – 40 (acceptance rate not available)
  73. Bing Shen, Zhongfei (Mark) Zhang, and Chunfa Yuan,
    Person Name Identification in Chinese Documents Using Finite State Automata, Proc. IEEE/WIC International Conference on Intelligent Agent Technology, IEEE Computer So- ciety Press, Halifax, Canada, October, 2003, pp 478 – 481 (21% acceptance rate)
  74. Ruofei Zhang, Zhongfei (Mark) Zhang, and Jian Yao,
    A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying, Proc. IEEE/WIC International Conference on Web Intelligence, IEEE Computer Society Press, Halifax, Canada, October, 2003, pp 421 – 424 (21% acceptance rate)
  75. Zhongfei (Mark) Zhang, John J. Salerno, Philip S. Yu, Jingzhou Hua, Ruofei  Yao, Maureen Regan, and Debra Cutler,
    Applying Data Mining in Investigating Money Laundering Crimes, Proc. ACM International Conference on Knowledge Discovery and Data Mining, ACM Press, Washington, DC, USA, August, 2003, pp 747 – 752 (25% acceptance rate)
  76. Zhongfei (Mark) Zhang, Jian Yao, Saeed Bajwa, and Thomas Gudas,
    “Automatic” Multimodal Medical Image Fusion, Proc. IEEE International Symposium on Computer Based Medical Systems, IEEE Computer Society Press, New York, NY, USA, June, 2003, pp 42 – 49 (acceptance rate not available)
  77. Zhongfei (Mark) Zhang, John Salerno, Maureen Regan, Debra Cutler,
    Using Data Mining Techniques for Building Fusion Models, Proc. SPIE International Con- ference on Data Mining and Knowledge Discovery: Theory, Tools, and Technology, SPIE Press, Volume 5098, Orlando, Florida, USA, April, 2003, pp 174 – 184 (acceptance rate not available)
  78. Ruofei Zhang and Zhongfei (Mark)Zhang,
    Using Region Analysis Technique to Efficiently Retrieve Online Image Databases, Proc. SPIE International Conference on Electronic Imaging, SPIE Press, Volume 5018, Santa Clara, California, USA, January, 2003, pp 198 – 207 (acceptance rate not available)
  79. Zhongfei(Mark)Zhan,
    Mining Surveillance Video for Independent Motion Detection, Proc. IEEE  International Conf. Data Mining, IEEE Computer Society Press, Maebashi City, Japan, December, 2002, pp 741 – 744 (12% acceptance rate)
  80. Ruofei Zhang and Zhongfei (Mark) Zhang,
    A Clustering Based Approach to Efficient Image Retrieval, Proc. IEEE International Con- ference on Tools with Artificial Intelligence, IEEE Computer Society Press, Washington DC, USA, November, 2002, pp 339 – 346 (32% acceptance rate)
  81. Zhongfei (Mark) Zhang, Paul Knudson, Ruth Weinstock, Suzanne Meyer,
    A Web-Based Multimedia Diabetes Mellitus Education Tool for School Nurses, Proc. IEEE International Symposium on Computer Based Medical Systems, IEEE Computer Society Press, Bethesda, MD, USA, July, 2001, pp 146 – 151 (acceptance rate not available)
  82. Zhongfei (Mark) Zhang, Andrzej Krol, Guangbiao Pu,
    IBMAS: An Internet-Based Medical Archive System, Proc. IEEE International Symposium on Computer Based Medical Systems, IEEE Computer Society Press, Bethesda, MD, USA, July, 2001, pp 541 – 546 (acceptance rate not available)
  83. Zhongfei (Mark) Zhang, Rohini K. Srihari, and Aibing Rao,Applications of  Image Understanding in Semantics-Oriented Multimedia Information Re- trieval, Proc. IEEE International Symposium on Multimedia Software Engineering, IEEE Computer Society Press, Taipei, Taiwan, December, 2000, pp 93 – 96 (70% acceptance rate)
  84. Changqing Zhang, Weiyi Meng, Zhongfei Zhang, Zonghuan Wu,
    WebSSQL — A Query Language for Multimedia Web Documents, Proc. IEEE Computer Society International Conference on Advances in Digital Libraries, IEEE Computer Society Press, Washington, DC, May, 2000, pp 58 – 67 (42% acceptance rate)
  85. Aibing Rao, Rohini K. Srihari, and Zhongfei Zhang,
    Geometric Histogram: A Distribution of Geometric Configurations of Color Subsets, Proc. SPIE International Conference on Internet Imaging, Volume 3964, SPIE Press, San Jose, CA, January, 2000, pp 91 – 101 (acceptance rate not available)
  86. Zhongfei Zhang, Rohini K. Srihari, and Aibing Rao,
    Face Detection and Its Applications in Intelligent and Focused Image Retrieval, Proc. IEEE International Conference on Tools with Artificial Intelligence, IEEE Computer Society Press, Chicago, IL, November 9 – 11, 1999, pp 121 – 128 (60% acceptance rate)
  87. Aibing Rao, Rohini K. Srihari, and Zhongfei Zhang,
    Spatial Color Histograms for Content-Based Image Retrieval, Proc. IEEE International Conference on Tools with Artificial Intelligence, IEEE Computer Society Press, Chicago, IL, November 9 – 11, 1999, pp 183 – 186 (60% acceptance rate)
  88. Zhongfei Zhang,
    Qualitative Independent Motion Detection, Proc. of International Conference on Imaging Science, Systems, and Technology, CSREA Press, Las Vegas, Nevada, USA, July, 1998, pp 108 – 111 (34% acceptance rate)
  89. Zhongfei Zhang,
    Automatic Segmentation and Retrieval of Video Sequences with Independently Moving Ob- jects, Proc. of  IASTED International Conference on Computer Graphics and Imaging, IASTED Press, Halifax, Canada, June, 1998, pp 94 – 97 (acceptance rate not available)
  90. Zhongfei Zhang, and Rohini K. Srihari,
    Qualitative Building Detection from Monocular Images Based on Linguistic Context, Proc. IAPR International Conference on Vision Interface, Canadian Image Processing and Pattern Recognition Society Press, Vancouver, Canada, June, 1998, pp 1 – 8 (31% acceptance rate)
  91. Rohini K. Srihari, Zhongfei Zhang, and Rajiv Chopra,
    Using Speech Input for Image Interpretation and Annotation, Proc. AAAI Spring Sympo- sium, AAAI Press, Stanford University, CA, USA, March, 1997, pp 17 – 24 (50% acceptance rate)
  92. Rohini K. Srihari, and Zhongfei Zhang,
    Combining Text and Image Context in Data Mining for the WWW, Proc. IEEE Conference on Dual Use of Technology and Applications, IEEE Press, Syracuse, NY, USA, May, 1997, pp 112 – 116 (acceptance rate not available)
  93. Zhongfei Zhang, and Allen Hanson,
    Scaled Euclidean 3D Reconstruction Based on Externally Uncalibrated Cameras, Proc. IEEE International Symposium on Computer Vision, IEEE Computer Society Press, Miami, FL, USA, Nov., 1995, pp 37 – 42 (49% acceptance rate)
  94. Zhongfei Zhang, Rich Weiss, and Allen Hanson,
    Qualitative Obstacle Detection, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Seattle, WA, June, 1994, pp 554 – 559 (18% acceptance rate)
  95. Zhongfei Zhang, Rich Weiss, and Allen Hanson,
    Automatic Calibration and Visual Servoing for a Robot Navigation System, Proc. of IEEE International Conference on Robotics and Automation, IEEE Computer Society Press, At- lanta, GA, May, 1993, pp 14 – 19 (55% acceptance rate)
  96. Zhongfei Zhang, Rich Weiss, and Edward Riseman,
    Feature Matching in 360◦ Waveform for  Robot  Navigation, Proc. of IEEE  International Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Maui, Hawaii, June, 1991, pp 742 – 743 (29% acceptance rate)
  97. Zhongfei Zhang, Renjie Jing and Weikang Gu,
    A New Fourier Descriptor Based on Areas (AFD) and its Applications in Object Recognition, Proc. of IEEE International Conference on Systems, Man, and Cybernetics, International Academic Publishers, Beijing, China, August, 1988, pp 502 – 505 (acceptance rate not available)
  98. Weikang Gu, Zhongfei Zhang, and Renjie Jing,
    Direct Matching among 3D Point-Sets in Scene Analysis, Proc. of IEEE International Con- ference on Systems, Man, Cybernetics, International Academic Publishers, Beijing, China, August, 1988, pp 1038 – 1041 (acceptance rate not available)

Peer Reviewed Workshop Publications

  1. Ruofei Zhang, Ramesh Sarukkai, Jyh-Herny Chow, Wei Dai, Zhongfei (Mark) Zhang, Joint Categorization of Queries and Clips for Web-based Video Search, Proc. International Workshop  on  Multimedia  Information  Retrieval,  ACM  Press,  Santa  Barbara,  CA,  USA, November, 2006
  2. Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, and Philip S. Yu,
    A General Model for Relational Clustering, Proc. International Workshop on Open Problems in Statistical Relational Learning, ACM Press, Pittsburgh, PA, USA, June, 2006
  3. Jian Yao, Zhongfei (Mark) Zhang, and Lijun Yin,
    A multimodal approach to time-invariant scene retrieval from single overhead imagery, Proc. ACM International Workshop on Multimedia Information Retrieval, ACM Press, NY, NY, USA, October, 2004, pp 205 – 212 (20% acceptance rate)
  4. Zhongfei (Mark) Zhang and Stoyan Kourtev,
    Independent Motion Detection Directly from Compressed Surveillance Video, Proc. ACM Multimedia International Workshop on Surveillance Video, ACM Press, Berkeley, CA, USA, November, 2003, pp 34 – 48 (33% acceptance rate)
  5. Ruofei Zhang and Zhongfei (Mark) Zhang,
    Addressing CBIR Efficiency, Effectiveness, and Retrieval Subjectivity Simultaneously, Proc. ACM Multimedia International Workshop on Multimedia Information Retrieval, ACM Press, Berkeley, CA, USA, November, 2003, pp 71 – 78 (12% acceptance rate)
  6. Zhongfei (Mark) Zhang, Jian Yao, Saeed Bajwa, and Thomas Gudas,
    “Automatic” Multimodal Medical Image Fusion Using Genetic Search, Proc. IEEE Interna- tional Workshop on Soft Computing in Industrial Applications, IEEE Press, Binghamton, NY, USA, June, 2003, pp 161 – 166 (acceptance rate not available)
  7. Rohini K. Srihari, Zhongfei Zhang, and Aibing Rao,
    Image Background Search: Combining Object Detection Techniques into Content-Based Sim- ilarity Image Retrieval(CBSIR) Systems, Proc. of IEEE International Workshop on Content- Based Access of Image and Video Libraries, IEEE Press, Fort Collins, Colorado, USA, June, 1999, pp 97 – 101 (acceptance rate not available)
  8. Rohini K. Srihari and Zhongfei Zhang,
    Finding Pictures In Context, Proc. of IAPR International Workshop on Multimedia Infor- mation Analysis & Retrieval, in Lecture Notes in Computer Science, Editors: Horace
    H.S. Ip and Arnold W.M. Smeulders, Springer-Verlag Press, ISBN: 3-540-64826-7, Hong Kong, August, 1998, pp 109 – 123 (acceptance rate not available)

Invited Conference/Workshop Publications

  1. Zhongfei Zhang, Zhen Guo, and Ruofei Zhang,
    Towards Developing a Unified Multimodal Image Retrieval Framework, Proc. First IEEE International Workshop on Media Information Analysis for Personal and Social Applications, New York, NY, USA, July, 2009
  2. Zhongfei Zhang, Zhen Guo, Christos Faloutsos, Eric P. Xing, and Jia-Yu (Tim) Pan,
    On the scalability and adaptability for multimodal image retrieval and image annotation, Proc. International Workshop on Visual and Multimedia Digital Libraries, Modena, Palazzo Ducale, Italy, September, 2007
  3. Zhongfei Zhang and Rohini K. Srihari,
    Subspace Morphing Theory for Appearance Based Object Identification, Proc. International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet, Scuola Superiore G. Reiss Romoli Press, L’Aquila, Italy, August, 2000,
    CDROM Edition
  4. Zhongfei Zhang,
    Identifying Human Faces in General Appearances, Proc. of IEEE International Conference on Systems, Man, and Cybernetics, IEEE Computer Society Press, San Diego, California, USA, Oct., 1998, pp 4318 – 4323
  5. Zhongfei Zhang,
    Recognizing Human Faces in Complex Context, Proc. of International Conference on Imaging Science, Systems, and Technology, CSREA Press, Las Vegas, Nevada, USA, July, 1998, pp
    218 – 225
  6. Zhongfei Zhang, and Allen Hanson,
    3D Reconstruction Based on Homography Mapping, Proc. DARPA Image Understanding Workshop, Morgan Kaufmann Publishers, Inc., Palm Spring, CA, Feb., 1996, pp 1007 – 1012
  7. Rohini K. Srihari, Zhongfei Zhang, Mahesh Venkatraman, and Rajiv Chopra,
    Using Speech Input for Image Interpretation and Annotation, Proc. DARPA Image Under- standing Workshop, Morgan Kaufmann Publishers, Inc., Palm Spring, CA, Feb., 1996, pp
    501 – 510
  8. Zhongfei Zhang, Rich Weiss, and Allen Hanson,
    Obstacle Detection Based on Partial 3D Reconstruction, Proc. of DARPA Image Under- standing Workshop, Morgan Kaufmann Publishers, Inc., 1994, pp 1077 – 1082

 

Zhongfei (Mark) Zhang

Professor

 

  • : (607) 777 2935
  • : (607) 777 4729

  • DEPARTMENTDepartment of Computer Science
    State University of New York at Binghamton
  • COUNTRY USA