Yimeng Zhang
Journal Papers:
Yung-Tsung Hou, Yimeng Zhang, Tsuhan Chen, Chi-Sung Laih, Chia-Mei Chen. “Malicious Web Content Detection by Machine Learning.” Expert Syst. Appl. 37(1): 55-60, 2010
Yimeng Zhang, Shumian He, Satoshi Oyama, Keishi Tajima, Katsumi Tanaka. “Discovery of Semantically Related Topics for Given Time Series Data”,Database Society of Japan, Vol. 5, No. 1, 2006.
Conference and Workshop Papers:
Yimeng Zhang, and Tsuhan Chen. “Efficient Inference for Fully Connected CRFs with Stationary” IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [pdf]
Yimeng Zhang, Weina Ge, Ming-Ching Chang, Xiaoming Liu. “Group Context Learning for Event Recognition.” IEEE Workshop on Applications of Computer Vision (WACV) (Best Student Paper Award, Oral Presentation) , 2012. [pdf]
Yimeng Zhang, Tsuhan Chen. “Object Color Categorization in Surveillance videos.” IEEE International Conference on Image Processing (ICIP), 2011. [pdf]
Yimeng Zhang, , Zhaoyin Jia, and Tsuhan Chen. “Image Retrieval with Geometry Preserving Visual Phrases” IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) (Oral Presentation, 3.5% acceptance rate) , 2011. [pdf][Slides]
Yimeng Zhang, Tsuhan Chen. “Implicit Shape Kernel for Discriminative Learning of the Hough Transform Detector.” British Machine Vision Conference (BMVC) (Oral Presentation, 8.7% acceptance rate) , 2010. [pdf][ppt]
Yimeng Zhang, Tsuhan Chen. “Weakly Supervised Object Recognition and Localization with Invariant High Order Features.” British Machine Vision Conference (BMVC), 2010. [pdf]
Yimeng Zhang, Shiaw-Shian Yu, Tsuhan Chen. “Improve Object Color Categorization with Shapes.” IEEE International Conference on Image Processing (ICIP) (Oral Presentation) , 2010. [pdf]
Yimeng Zhang, Tsuhan Chen. “Efficient Kernels for Identifying Unbounded Order Spatial Features.” IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2009. [pdf]
Yimeng Zhang, Shumian He, Satoshi Oyama, Keishi Tajima, Katsumi Tanaka. “Discovery of Semantically Related Topics for Given Time Series Data.” Data Engineering Workshop (DEWS) (Oral Presentation), 2006.
Research Articles:
Yimeng Zhang, Tsuhan Chen. “Malicious Intention Recognition with Activity Graphs.” Technical report for Intrusion Detection and Event Analysis System (IDEAS) Project, 2008.
Yimeng Zhang, Tsuhan Chen. “Activity Graph for Alert Analysis.” Technical report for Intrusion Detection and Event Analysis System (IDEAS) Project, 2007.
Yimeng Zhang. “Decision Learning for Face Recognition .” Final Project in Optimization (Carnegie Mellon Unverisity), Dec 2008. Instructor: Carlos Guestrin and Geoff Gordon.
Yimeng Zhang, Congcong Li, Shang-Yi Lin. “Expression Classification on Face Images .” Final Project in Pattern Recognition, May 2008. Instructor: Marios Savvides.
Yimeng Zhang, Yangbo Zhu. “Machine Learning for Coreference Resolution: Recent Developments .” Final Project in Language and Statistics 2 (Carnegie Mellon Unverisity), Dec 2008. Instructor: Noah Smith.