Research Staff Member
IBM Watson Research Center
19 skyline drive, Hawthorne,
New York, 10532
Phone: +1-914-784-6089
liangliang.cao@gmail.com

 

Bibliography profile: [DBLP]

2011



TIST Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling
Zhijun Yin, Liangliang Cao, Quanquan Gu, and Jiawei Han,
ACM Transactions on Intelligent Systems and Technology, accepted.
TRECVID IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System
Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay Cotton, Dan Ellis, Leiguang Gong, Matthew Hill, Gang Hua, John Kender, Michele Merler, Yadong Mu, Apostol Natsev, John R. Smith
NIST TRECVID Workshop, 2011.
NIPS Learning to Search Efficiently in High Dimensions
Zhen Li, Huazhong Ning, Liangliang Cao, Tong Zhang, Yihong Gong, Thomas S. Huang
Neural Information Processing Systems (NIPS), 2011
ICDM LPTA: A Probabilistic Model for Latent Periodic Topic Analysis
Zhijun Yin, Liangliang Cao, Jiawei Han, Chengxiang Zhai, and Thomas Huang
IEEE International Conference on Data Mining (ICDM), 2011
THESIS Heterogeneous Feature Fusion for Visual Recognition
Liangliang Cao
Ph.D. thesis, Department of Electrical and Computer Engineering
University of Illinois at Urbana-Champaign
, 2011
ACM MM Object Pattern: a New Model for Album Event Recognition
Shen-Fu Tsai, Liangliang Cao, Feng Tang, and Thomas S. Huang
ACM Multimedias (short paper), 2011.
NC RankCompete: Simultaneous Ranking and Clustering of Information Networks
Liangliang Cao, Xin Jin, Zhijun Yin, Andrew D. Del Pozo, Jiebo Luo, Jiawei Han, Thomas S. Huang
Neurocomputing, accepted.
TSMC Hierarchical Filtered Motion Field for Action Recognition in Crowded Videos
YingLi Tian, Liangliang Cao, Zicheng Liu, and Zhenyou Zhang
IEEE Transactions on Systems, Man, and Cybernetic(SMC) Part C, in Press.
CVPR Large-scale image classification: fast feature extraction and SVM training
Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Ming Yang, Timothee Cour, Kai Yu,
Liangliang Cao, Thomas S. Huang
IEEE Conf. Computer Vision and Pattern Recognition (CVPR) , 2011.
WWW Geographical Topic Discovery and Comparison
Zhijun Yin, Liangliang Cao, Jiawei Han, Chengxiang Zhai, Thomas S. Huang,
World Wide Web(WWW), 2011.
SDM Diversified Trajectory Pattern Raning in Geo-tagged Social Media
Zhijun Yin, Liangliang Cao, Jiawei Han, Jiebo Luo, and Thomas Huang,
SIAM International Conference on Data Mining (SDM), 2011.

2010

CVPR Cross-dataset Action Recognition.
Liangliang Cao, Zicheng Liu and Thomas S. Huang.
IEEE Proc. Computer Vision and Pattern Recognition (CVPR), 2010.
ACM MM The Wisdom of Social Multimedia: Using Flickr For Prediction and Forecast.
Xin Jin, Andrew C. Gallagher, Liangliang Cao, Jiebo Luo, Jiawei Han
ACM Conf. on Multimedia (ACM-MM), 2010 (Brave new idea paper)
Chapter Multimedia Information Networks in Social Media.
Liangliang Cao, GuoJun Qi, Shen-Fu Tsai, Min-Hsuan Tsai, Andrew Del Pozo, Thomas S. Huang, Suk Hwan Lim and Xuemei Zhang.
Invited Chapter in Social Network Data Analytics, edited by Charu Aggarwal, Springer, to appear.
ICME Action Detection using Multiple Spatial-Temporal Interest Point Features.
Liangliang Cao, YingLi Tian, Zicheng Liu, Benjamin Yao, Zhenyou Zhang, and Thomas S. Huang.
IEEE International Conference on Multimedia & Expo (ICME), 2010.
WWW RankCompete: Simultaneous Ranking and Clustering of Web Photos.
Liangliang Cao, Andrey Del Pozo, Xin Jin, Jiebo Luo, Jiawei Han and Thomas S. Huang.
World Wide Web(WWW), 2010. (poster)
ICASSP A Worldwide Tourism Recommendation System Based on Geotagged Web Photos.
Liangliang Cao, Jiebo Luo, Andrew C. Gallagher, Xin Jin, Jiawei Han, Thomas S. Huang.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010.(oral presentation)
CIKM Visual Cube and On-Line Analytical Processing of Images
Xin Jin, Jiawei Han, Liangliang Cao, Jiebo Luo, Bolin Ding, Cindy Xide Lin,
ACM Int. Conf. on Information and Knowledge Management (CIKM), 2010
MMM A Study on Sampling Strategies in Space-Time Domain for Recognition Applications.
Mert Dikmen, Dennis J. Lin, Andrey Del Pozo, Liangliang Cao, Yun Fu, Thomas S. Huang.
MMM 2010: 465-476.
TIP Image Segmentation by MAP-ML Estimations.
Shifeng Chen, Liangliang Cao, Yueming Wang, Jianzhuang Liu, and Xiaoou Tang.
IEEE Trans. on Image Processing (IP), Vol 19, No. 9, 2010 [software]
(journal version of CVPR 2007)

2009

ICCV Action Detection in Complex Scenes with Spatial and Temporal Ambiguities.
Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, and Thomas S. Huang.
IEEE Proc. Int'l Conf. Computer Vision (ICCV), 2009
ICCV Heterogeneous Feature Machines for Visual Recognition.
Liangliang Cao, Jiebo Luo, Feng Liang, and Thomas S. Huang.
IEEE Proc. Int'l Conf. Computer Vision (ICCV) 2009
ACM MM Enhancing Semantic and Geographic Annotation of Web Images via Logistic Canonical Correlation Regression.
Liangliang Cao, Jie Yu, Jiebo Luo, and Thomas S. Huang.
ACM Conf. on Multimedia (ACM-MM), 2009 (regular paper)
SDM GAD: General Activity Detection for Fast Clustering on Large Data.
Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin.
SIAM International Conference on Data Mining (SDM), 2009.
TMM Image Annotation Within the Context of Personal Photo Collections Using Hierarchical Event and Scene Models.
Liangliang Cao, Jiebo Luo, Henry Kautz, and Thomas S. Huang.
IEEE Trans. on Multimedia, Vol. 11, No. 2, pp 208-219, 2009
(journal version of CVPR 2008)

2008

PAMI Robust 3D Object Reconstruction from Line Drawings by the Reduction of Dimension of Optimization.
Jianzhuang Liu, Liangliang Cao, Zhenguo Li and Xiaoou Tang.
IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 30 (2), pp 315-327, February 2008.
PAMI What the Back of the Object Looks Like: 3D Reconstruction from Line Drawings Without Hidden Line.
Liangliang Cao, Jianzhuang Liu and Xiaoou Tang.
IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 30 (3), pp 507-517, March 2008.
(journal version of ICCV 2005)
TRECVID Surveillance Event Detection
Mert Dikmen, Huazhong Ning, Dennis J. Lin, Liangliang Cao, Vuong Le,
Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas S. Huang
Fengjun Lv, Wei Xu, Ming Yang, Kai Yu, Zhao Zhao, Guangyu Zhu, Yihong Gong.
Proc. TRECVID Workshop, NIST, 2008.
CVPR Annotating Collections of Photos Using Hierarchical Event and Scene Models.
Liangliang Cao, Jiebo Luo, Henry Kautz and Thomas S. Huang.
IEEE Proc. Computer Vision and Pattern Recognition (CVPR), 2008. [poster]
ACM MM Annotating Photo Collections by Label Propagation According to Multiple Similarity Cues.
Liangliang Cao, Jiebo Luo, Thomas S. Huang.
ACM Conf. Multimedia (ACM-MM), 2008. (regular paper) [slides]
ACM MM Image Annotation Using Personal Calendars as Context.
Andrew C. Gallagher, Carman G. Neustaedter, Liangliang Cao, Jiebo Luo, Tsuhan Chen.
ACM Conf. Multimedia (ACM-MM), pp 681-684, 2008. (short paper)
ACM MM Gender Recognition from Body.
Liangliang Cao, Mert Dikmen, Yun Fu, Thomas Huang.
ACM Conf. Multimedia (ACM-MM) 2008. (short paper) [poster][data]
CIVR Multiple Feature Fusion by Subspace Learning.
Yun Fu, Liangliang Cao, Guodong Guo, and Thomas S. Huang.
ACM International Conference on Image and Video Retrieval (ACM CIVR 08), 2008

2007

ICCV Spatially Coherent Latent Topic Model for Concurrent Segmentation and Classification of Objects and Scenes.
Liangliang Cao and Fei-Fei Li.
IEEE Proc. Int'l Conf. Computer Vision (ICCV) 2007. [supplementary materials]
CVPR Iterative MAP and ML Estimations for Image Segmentation.
Shifeng Chen, Liangliang Cao, Jianzhuang Liu, and Xiaoou Tang.
IEEE Proc. Computer Vision and Pattern Recognition (CVPR), 2007.

2006 and before

ICCV 3D Object Reconstruction from a Single 2D Line Drawing without Hidden Lines.
Liangliang Cao, Jianzhuang Liu and Xiaoou Tang.
IEEE Proc. Int'l Conf. Computer Vision (ICCV), 2005.
ECCV Degen Generalized Cylinders and Their Properties.
Liangliang Cao, Jianzhuang Liu and Xiaoou Tang.
European Conf. Computer Vision (ECCV), 2006.
ACM MM 3D Object Retrieval with Easy 3D Query Generation and Graph Based Relevance Feedback
Liangliang Cao, Jianzhuang Liu and Xiaoou Tang.
ACM Conf. Multimedia (ACM-MM), 2006. (short paper)
ICPR Automatic Segmentation of Lung Fields from Radiographic Images of SARS Patients Using a New Graph Cuts Algorithm.
Shifeng Chen, Liangliang Cao, Jianzhuang Liu and Xiaoou Tang.
International Conf. on Pattern Recognition (ICPR), 2006.
ICMLC Naked People Retrieval Based on Adaboost Learning.
Liangliang Cao, Xuelong Li, Nenghai Yu and Zhengkai Liu.
International Conf. on Machine Learning and Cybernetics, 2002.