Publication

Dong Liu, Xian-Sheng Hua and Hong-Jiang Zhang. Social Tag Processing for Internet Images. Internet Multimedia Search and Mining, 2010.

Kuan-Ting Lai, Dong Liu, Ming-Syan Chen, and Shih-Fu Chang. Learning Sample Specific Weights for Late Fusion. IEEE Transaction on Image Processing, 24(9):2772-2783, 2015. [PDF]

I-Hong Jhuo, Guangnan Ye, Shenghua Gao, Dong Liu, Yu-Gang Jiang, DT Lee, and Shih-Fu Chang. Discovering Joint Audio-Visual Codewords for Video Event Detection. Machine Vision and Applications, 25:33–47, 2014. [PDF]

Meng Wang, Weisheng Li, Dong Liu, Bingbing Ni, Jialie Shen, and Shuicheng Yan. Facilitating Image Search With a Scalable and Compact Semantic Mapping. IEEE Transaction on Cybernetics, 2014. [PDF]

Dong Liu, Shuicheng Yan, Rong-Rong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang. Image Retrieval with Query Adaptive Hashing. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2012. [PDF]

Dong Liu, Shuicheng Yan, Xian-Sheng Hua, and Hong-Jiang Zhang. Image Retagging via Collaborative Tag Propagation. IEEE Transaction on Multimedia (TMM), 13(1):82-91, 2011. [PDF]

Dong Liu, Xian-Sheng Hua, and Hong-Jiang Zhang. Content-Based Tag Processing for Internet Social Images. International Journal of Multimedia Tools and Applications (MTA), 51(2): 723-738, 2011. [PDF][Slides]

Dong Liu, Meng Wang, Xian-Sheng Hua, and Hong-Jiang Zhang. Semi-Automatic Tagging of Photo Albums via Exemplar Selection and Tag Inference. IEEE Transaction on Multimedia (TMM), 13(1): 82-91, 2011. [PDF]

Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, and Shih-Fu Chang. EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video. In ACM International Conference on Multimedia (ACM MM), 2015. [PDF]

Hongliang Xu, Guangnan Ye, Yitong Li, Dong Liu, and Shih-Fu Chang. Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo). In ACM International Conference on Multimedia (ACM MM), 2015. [PDF]

Masoud Mazloom, Amirhossein Habibian, Dong Liu, Cees G.M. Snoek, and Shih-Fu Chang. Encoding Concept Prototypes for Video Event Detection and Summarization. In ACM International Conference on Multimedia Retrieval (ICMR), 2015. [PDF]

Kuan-Ting Lai, Dong Liu, Ming-Syan Chen, and Shih-Fu Chang. Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences. In European Conference on Computer Vision (ECCV), 2014. [PDF]

Yin Cui, Dong Liu, Jiawei Chen, and Shih-Fu Chang. Building A Large Concept Bank for Representing Events in Video. ArXiv preprint, 2014. [PDF]

Jiawei Chen, Yin Cui, Guangnan Ye, Dong Liu, and Shih-Fu Chang. Event-Driven Semantic Concept Discovery by Exploiting Weakly Tagged Internet Images. International Conference on Multimedia Retrieval (ICMR), 2014. [PDF][Slides]

Subhabrata Bhattacharya, Behnaz Nojavanasghari, Tao Chen, Dong Liu, Shih-Fu Chang, and Mubarak Shah. Towards a Comprehensive Computational Model for Aesthetic Assessment of Videos. ACM International Conference on Multimedia (ACM MM), 2013. [PDF]

Guangnan Ye, Dong Liu, Jun Wang, and Shih-Fu Chang. Large-Scale Video Hashing via Structure Learning. International Conference on Computer Vision (ICCV), 2013. [PDF]

Felix X. Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, and Shih-Fu Chang. pSVM for Learning with Label Proportions. International Conference on Machine Learning (ICML), 2013. [PDF]

Dong Liu, Kuan-Ting Lai, Guangnan Ye, Ming-Syan Chen, and Shih-Fu Chang. Sample Specific Late Fusion for Visual Category Recognition. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF][Project][Poster]

Xin Guo, Dong Liu, Brendan Jou, Mojun Zhu, Anni Cai, and Shih-Fu Chang. Robust Object Co-Detection. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF][Project][Poster]

Go Irie, Dong Liu, Zhenguo Li, and Shih-Fu Chang. A Bayesian Approach to Multimodal Visual Dictionary Learning. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF][Project][Poster]

Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, and Shih-Fu Chang. Hybrid Social Media Network. ACM International Conference on Multimedia (ACM MM), 2012. [PDF][Slides]

Guangnan Ye, Dong Liu, I-Hong Jhuo, and Shih-Fu Chang. Robust Late Fusion with Rank Minimization. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [PDF][Supplemental][Project][Slides]

I-Hong Jhuo, Dong Liu, D. T. Lee, and Shih-Fu Chang. Robust Visual Domain Adaptation with Low-Rank Reconstruction. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [PDF][Project][Slides]

Guangnan Ye, I-Hong Jhuo, Dong Liu, Yu-Gang Jiang, D. T. Lee, and Shih-Fu Chang. Joint Audio-Visual Bi-Modal Codewords for Video Event Detection. ACM International Conference on Multimedia Retrieval (ICMR), 2012. [PDF][Slides]

Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang and Hong-Jiang Zhang. Towards Optimal Discriminating Order for Multiclass Classification. IEEE International Conference on Data Mining (ICDM), 2011. [PDF] [Slides]

Dong Liu, Shuicheng Yan, and Hong-Jiang Zhang. Next Photo Please: Towards Visually Consistent Sequential Photo Browsing. ACM International Conference on Multimedia (ACM MM), 2011. [PDF][Slides]

Dong Liu, Shuicheng Yan, Yong Rui and Hong-Jiang Zhang. Unified Tag Analysis with Multi-Edge Graph. ACM International Conference on Multimedia (ACM MM), 2010. [PDF][Slides]

Dong Liu, Xian-Sheng Hua, Meng Wang and Hong-Jiang Zhang. Image Retagging. ACM International Conference on Multimedia (ACM MM), 2010. [PDF][Slides]

Zhengzheng lou, Yangdong Ye and Dong Liu. Unsupervised Visual Category Discovery via Information Bottleneck Method. ACM International Conference on Multimedia (ACM MM), 2010. [PDF]

Dong Liu, Xian-Sheng Hua, Meng Wang and Hong-Jiang Zhang. Retagging Social Images based on Visual and Semantic Consistency. ACM International Conference on World Wide Web (WWW), 2010. [PDF]

Dong Liu, Xian-Sheng Hua, Linjun Yang, Meng Wang and Hong-Jiang Zhang. Tag Ranking. ACM International Conference on World Wide Web (WWW), 2009. [PDF][Slides]

Dong Liu, Meng Wang, Xian-Sheng Hua and Hong-Jiang Zhang. Smart Batch Tagging of Photo Albums. ACM International Conference on Multimedia (ACM MM), 2009. [PDF]

Dong Liu, Linjun Yang, Xian-Sheng Hua and Hong-Jiang Zhang. Multiple Instance Active Learning for Image Categorization. International Conference on Multimedia Modeling (MMM), 2009. [PDF]

Dong Liu, Meng Wang, Xian-Sheng Hua and Hong-Jiang Zhang. Tag Quality Improvement for Social Images. International Conference on Multimedia and Expo (ICME), 2009. [PDF]

Dong Liu, Xian-Sheng Hua, Meng Wang and Hong-Jiang Zhang. Boost Search Relevance for Tag-based Social Image Retrieval. Internet Multimedia Search and Mining Workshop (ICME), 2009. [PDF]

Florian Luisier, Manasvi Tickoo, Walter Andrews, Guangnan Ye, Dong Liu, etc. BBN VISER TRECVID 2014 Multimedia Event Detection and Multimedia Event Recounting Systems. NIST TRECVID workshop, 2014. [PDF]

Pradeep Natarajan, Shuang Wu, Florian Luisier, Xiaodan Zhuang, Manasvi Tickoo, Guangnan Ye, Dong Liu, etc. BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems. NIST TRECVID workshop, 2013. [PDF]

Pradeep Natarajan, Prem Natarajan, Shuang Wu, Xiaodan Zhuang, Amelio Vazquez-Reina, Shiv N. Vitaladevuni, Kleovoulus Tsourides, Carl Andersen, Rohit Prasad, Guangnan Ye, Dong Liu, Shih-Fu Chang, et al. BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. NIST TRECVID workshop, 2012. [PDF]

Pradeep Natarajan, Prem Natarajan, Vasant Manohar, Shuang Wu, Stavros Tsakalidis, Guangnan Ye, Dong Liu, et al. BBN VISER TRECVID 2011 Multimedia Event Detection System. NIST TRECVID Workshop, 2011. (Top Performance) [PDF]