@inproceedings{eccv18:P2M,
    Author    = {Nanyang Wang and Yinda Zhang and Zhuwen Li and Yanwei Fu and Wei Liu and Yu-Gang Jiang},
    Title     = {Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2018}}
  
  

 
  
  @inproceedings{eccv18:Style,
    Author    = {Minjun Li and Haozhi Huang and Lin Ma and Wei Liu and Tong Zhang and Yu-Gang Jiang},
    Title     = {Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2018}}
  
  

 
  
  @inproceedings{eccv18:ReID,
    Author    = {Xuelin Qian and Yanwei Fu and Tao Xiang and Wenxuan Wang and Jie Qiu and Yang Wu and Yu-Gang Jiang and Xiangyang Xue},
    Title     = {Pose-Normalized Image Generation for Person Re-identification},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2018}}
  
  

 
  
  @inproceedings{eccv18:Fusion,
    Author    = {Wenhao Jiang and Lin Ma and Yu-Gang Jiang and Wei Liu and Tong Zhang},
    Title     = {Recurrent Fusion Network for Image Captioning},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2018}}
  
  

 
  
  @inproceedings{cvpr18:DSN,
    Author    = {C. Cheng and Y. Fu and Y.-G. Jiang and W. Liu and W. Lu and J. Feng and X. Xue},
    Title     = {Dual Skipping Networks},
    Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    Year      = {2018}}
  
  

 
  
  @inproceedings{ijcai18:face,
    Author    = {K. He and Y. Fu and W. Zhang and C. Wang and Y.-G. Jiang and F. Huang and X. Xue},
    Title     = {Learning Synthesized Abstraction Images to Improve Facial Attribute Recognition},
    Booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
    Year      = {2018}}
  
  

 
  
  @inproceedings{icmr18:action,
    Author    = {B. Xu and H. Ye and Y. Zheng and H. Wang and T. Luwang and Y.-G. Jiang},
    Title     = {Dense Dilated Network for Few Shot Action Recognition},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval (ICMR)},
    Year      = {2018}}
  
  

 
  
  @article{MMDLVideo,
    Author    = {Yu-Gang Jiang and Zuxuan Wu and Jinhui Tang and Zechao Li and Xiangyang Xue and Shih-Fu Chang},
    Title     = {Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification},
    Journal   = {IEEE Transactions on Multimedia},
    Volume = {20},
    Number = {11},
    Pages = {3137-3147},
    Year  = {2018}}
  
  

 
  
  @article{TKDE:NAIS,
    Author    = {Xiangnan He and Zhankui He and Jingkuan Song and Zhenguang Liu and Yu-Gang Jiang and Tat-Seng Chua},
    Title     = {NAIS: Neural Attentive Item Similarity Model for Recommendation},
    Journal   = {IEEE Transactions on Knowledge and Data Engineering},
    Volume = {30},
    Number = {12},
    Pages = {2354-2366},
    Year = {2018}}
  
  

 
  
  @article{MTA:autoencoder,
    Author    = {Xi Zhang and Yanwei Fu and Shanshan Jiang and Yu-Gang Jiang and Xiangyang Xue and Gady Agam},
    Title     = {Stacked Multichannel Autoencoder - An Efficient Way of Learning Synthetic Data},
    Journal   = {Multimedia Tools and Applications},
    Volume = {77},
    Number = {20},
    Pages = {26563-26580},
    Year = {2018}}
  
  

 
  
  @article{TOMM:productsearch,
    Author    = {Yu-Gang Jiang and Minjun Li and Xi Wang and Wei Liu and Xian-Sheng Hua},
    Title     = {DeepProduct: Mobile Product Search with Portable Deep Features},
    Journal   = {ACM Transactions on Multimedia Computing, Communications and Applications},
    Volume = {14},
    Number = {2},
    pages = {50:1-50:18},
    Year = {2018}}
  
  

 
  
  @article{TAC:VideoEmotion,
    Author    = {Baohan Xu and Yanwei Fu and Yu-Gang Jiang and Boyang Li and Leonid Sigal},
    Title     = {Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization},
    Journal   = {IEEE Transactions on Affective Computing},
    Volume = {9},
    Number = {2},
    Pages = {255-270},
    Year = {2018}}
  
  

 
  
    @incollection{Wu:2018:DLV,
    author = {Wu, Zuxuan and Yao, Ting and Fu, Yanwei and Jiang, Yu-Gang},
    chapter = {Deep Learning for Video Classification and Captioning},
    title = {Frontiers of Multimedia Research},
    editor = {Chang, Shih-Fu},
    year = {2018},
    isbn = {978-1-97000-107-5},
    pages = {3--29},
    numpages = {27},
    url = {https://doi.org/10.1145/3122865.3122867},
    doi = {10.1145/3122865.3122867},
    acmid = {3122867},
    publisher = {Association for Computing Machinery and Morgan \&\#38; Claypool},
    address = {New York, NY, USA}} 
  
  

 
  
  @article{TIP:Hookworm,
    Author    = {Jun-Yan He and Xiao Wu and Yu-Gang Jiang and Qiang Peng and Ramesh Jain},
    Title     = {Hookworm Detection in Wireless Capsule Endoscopy Images with Deep Learning},
    Journal   = {IEEE Transactions on Image Processing},
    Volume = {27},
    Number = {5},
    Pages = {2379-2392},
    Year = {2018}}
  
  

 
  
  @article{TCSVT:Shu,
    Author    = {Xiangbo Shu and Jinhui Tang and Guo-Jun Qi and Zechao Li and Yu-Gang Jiang and Shuicheng Yan},
    Title     = {Image Classification with Tailored Fine-grained Dictionaries},
    Journal   = {IEEE Transactions on Circuits and Systems for Video Technology},
    Volume = {28},
    Number = {2},
    Pages = {454-467},
    Year = {2018}}
  
  

 
  
  @article{TPAMI-fcvid,
    Author    = {Y.-G. Jiang and Z. Wu and J. Wang and X. Xue and S.-F. Chang},
    Title     = {Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks},
    Journal   = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    Volume = {40},
    Number = {2},
    Pages = {352-364},
    Year  = {2018}}
  
  

 
  
  @article{SPM-survey,
    Author    = {Yanwei Fu and Tao Xiang and Yu-Gang Jiang and Xiangyang Xue and Leonid Sigal and Shaogang Gong},
    Title     = {Recent Advances in Zero-shot Recognition: Toward Data-Efficient Understanding of Visual Content},
    Journal   = {IEEE Signal Processing Magazine},
    Volume = {35},
    Number = {1},
    Pages = {112-125},
    Year      = {2018}}
  
  

 
  
  @article{Neurocomputing:partfea,
    Author    = {Baodi Yuan and Jian Tu and Rui-Wei Zhao and Yingbin Zheng and Yu-Gang Jiang},
    Title     = {Learning Part-based Mid-level Representation for Visual Recognition},
    Journal   = {Neurocomputing},
    Volume = {275},
    Pages = {2126-2136},
    Year = {2018}}
  
  

 
  
  @article{thumos,
    Author    = {Haroon Idrees and Amir R. Zamir and Yu-Gang Jiang and Alex Gorban and Ivan Laptev and Rahul Sukthankar and Mubarak Shah},
    Title     = {The THUMOS Challenge on Action Recognition for Videos "in the Wild"},
    Journal   = {Computer Vision and Image Understanding (CVIU)},
    Volume = {155},
    Pages = {1-23},
    Year      = {2017}}
  
  

 
  
  @inproceedings{iccv17:DSOD,
    Author    = {Z. Shen and Z. Liu and J. Li and Y.-G. Jiang and Y. Chen and X. Xue},
    Title     = {DSOD: Learning Deeply Supervised Object Detectors from Scratch},
    Booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
    Year      = {2017}}
  
  

 
  
  @inproceedings{iccv17:Qian,
    Author    = {X. Qian and Y. Fu and Y.-G. Jiang and T. Xiang and X. Xue},
    Title     = {Multi-scale Deep Learning Architectures for Person Re-identification},
    Booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
    Year      = {2017}}
  
  

 
  
  @article{mm17:fashion,
    Author    = {Xintong Han and Zuxuan Wu and Yu-Gang Jiang and Larry Davis},
    Title     = {Learning Fashion Compatibility with Bidirectional LSTMs},
    Journal   = {ACM Multimedia},
    Year      = {2017}}
  
  

 
  
  @article{mm17:RW,
    Author    = {Rui-Wei Zhao and Zuxuan Wu and Jianguo Li and Yu-Gang Jiang},
    Title     = {Learning Semantic Feature Map for Visual Content Recognition},
    Journal   = {ACM Multimedia},
    Year      = {2017}}
  
  

 
  
  @article{mm17:Sketch,
    Author    = {Jun-Yan He and Xiao Wu and Yu-Gang Jiang and Bo Zhang and Qiang Peng},
    Title     = {Sketch Recognition with Deep Visual-Sequential Fusion Model},
    Journal   = {ACM Multimedia},
    Year      = {2017}}
  
  

 
  
  @article{mm17:Hair,
    Author    = {Weidong Yin and Yanwei Fu and Yiqing Ma and Yu-Gang Jiang and Xiangyang Xue},
    Title     = {Learning to Generate and Edit Hairstyles},
    Journal   = {ACM Multimedia},
    Year      = {2017}}
  
  

 
  
  @article{mm17:PersonAttribute,
    Author    = {Keke He and Zhanxiong Wang and Yanwei Fu and Yu-Gang Jiang and Rui Feng and Xiangyang Xue},
    Title     = {Adaptively Weighted Multi-task Deep Network for Person Attribute Classification},
    Journal   = {ACM Multimedia},
    Year      = {2017}}
  
  

 
  
  @inproceedings{cvpr17:captioning,
    Author    = {Z. Shen and J. Li and Z. Su and M. Li and Y. Chen and Y.-G. Jiang and X. Xue},
    Title     = {Weakly Supervised Dense Video Captioning},
    Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    Year      = {2017}}
  
  

 
  
  @inproceedings{icmr17:emotion,
    Author    = {Jiarui Gao and Yanwei Fu and Yu-Gang Jiang and Xiangyang Xue},
    Title     = {Frame-Transformer Emotion Classification Network},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2017}}
  
  

 
  
  @inproceedings{icmr17:face,
    Author    = {Zhanxiong Wang and Keke He and Yanwei Fu and Rui Feng and Yu-Gang Jiang and Xiangyang Xue},
    Title     = {Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2017}}
  
  

 
  
  @inproceedings{icme17:finegrained,
    Author    = {Z. Shen and Y.-G. Jiang and X. Xue},
    Title     = {Iterative Object and Part Transfer for Fine-Grained Recognition},
    Booktitle = {Proceedings of IEEE International Conference on Multimedia \& Expo},
    Year      = {2017}}
  
  

 
  
  @inproceedings{aaai17,
    Author    = {Li Shen and Wei Liu and Junzhou Huang and Yu-Gang Jiang and Shiqian Ma},
    Title     = {Adaptive Proximal Average Approximation for Composite Convex Minimization},
    Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)},
    Year      = {2017}}
  
  

 
  
  @article{8MVideo,
    Author    = {Shaoxiang Chen and Xi Wang and Yongyi Tang and Xinpeng Chen and Zuxuan Wu and Yu-Gang Jiang},
    Title     = {Aggregating Frame-level Features for Large-Scale Video Classification},
    Journal   = {arXiv preprint arXiv:1707.00803},
    Year      = {2017}}
  
  

 
  
  @article{mm16:msmc,
    Author    = {Z. Wu and Y.-G. Jiang and X. Wang and H. Ye and X. Xue},
    Title     = {Multi-Stream Multi-Class Fusion of Deep Networks for Video Classification},
    Journal   = {ACM Multimedia},
    Year      = {2016}}
  
  

 
  
  @article{mm16:boh,
    Author    = {Q. Dai and J. Li and J. Wang and Y.-G. Jiang},
    Title     = {Binary Optimized Hashing},
    Journal   = {ACM Multimedia},
    Year      = {2016}}
  
  

 
  
  @article{mm16:emotion,
    Author    = {C. Chen and Z. Wu and Y.-G. Jiang},
    Title     = {Emotion in Context: Deep Semantic Feature Fusion for Video Emotion Recognition},
    Journal   = {ACM Multimedia},
    Year      = {2016}}
  
  

 
  
  @article{mm16:objectLSTM,
    Author    = {Y. Sun and Z. Wu and X. Wang and H. Arai and T. Kinebuchi and Y.-G. Jiang},
    Title     = {Exploiting Objects with LSTMs for Video Categorization},
    Journal   = {ACM Multimedia},
    Year      = {2016}}
  
  

 
  
  @inproceedings{cvpr16:OSS,
    Author    = {Z. Wu and Y. Fu and Y.-G. Jiang and L. Sigal},
    Title     = {Harnessing Object and Scene Semantics for Large-Scale Video Understanding},
    Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    Year      = {2016}}
  
  

 
  
  @inproceedings{icmr16:productSearch,
    Author    = {Xi Wang and Zhenfeng Sun and Wenqiang Zhang and Yu Zhou and Yu-Gang Jiang},
    Title     = {Matching User Photos to Online Products with Robust Deep Features},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2016}}
  
  

 
  
  @inproceedings{icmr16:emotion,
    Author    = {B. Xu and Y. Fu and Y.-G. Jiang and B. Li and L. Sigal},
    Title     = {Video Emotion Recognition with Transferred Deep Feature Encodings},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2016}}
  
  

 
  
  @inproceedings{bmvc16,
    Author    = {Rui-Wei Zhao and Jianguo Li and Yurong Chen and Jia-Ming Liu and Yu-Gang Jiang and Xiangyang Xue},
    Title     = {Regional Gating Neural Networks for Multi-Label Image Classification},
    Booktitle = {Proceedings of British Machine Vision Conference},
    Year      = {2016}}
  
  

 
  
  @inproceedings{ecai16,
    Author    = {Linbo Qiao and Tianyi Lin and Yu-Gang Jiang and Fan Yang and Wei Liu and Xicheng Lu},
    Title     = {On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization},
    Booktitle = {Proceedings of European Conference on Artificial Intelligence},
    Year      = {2016}}
  
  

 
  
  @inproceedings{MediaEval2016,
    Author    = {B. Xu and Y. Fu and Y.-G. Jiang},
    Title     = {BigVid at MediaEval 2016: Predicting Interestingness in Images and Videos},
    Booktitle = {Proceedings of MediaEval 2016 Workshop},
    Year      = {2016}}
  
  

 
  
  @article{TMM:VidSearchVis,
    Author    = {Yu-Gang Jiang and Jiajun Wang and Qiang Wang and Wei Liu and Chong-Wah Ngo},
    Title     = {Hierarchical Visualization of Video Search Results for Topic-based Browsing},
    Journal   = {IEEE Transactions on Multimedia},
    Volume = {18},
    Number = {11},
    Pages = {2161-2170},
    Year = {2016}}
  
  

 
  
  @article{TBD:VCDB,
    Author    = {Yu-Gang Jiang and Jiajun Wang},
    Title     = {Partial Copy Detection in Videos: A Benchmark and an Evaluation of Popular Methods},
    Journal   = {IEEE Transactions on Big Data},
    Volume = {2},
    Number = {1},
    Pages = {32-42},
    Year = {2016}}
  
  

 
  
  @article{IEEEMM:Summ,
    Author    = {Baohan Xu and Xi Wang and Yu-Gang Jiang},
    Title     = {Fast Summarization of User-Generated Videos: Exploiting Semantic, Emotional and Quality Clues},
    Journal   = {IEEE Multimedia},
    Volume = {23},
    Number = {3},
    Pages = {23-33},
    Year = {2016}}
  
  

 
  
  @article{Neurocomputing:BayesianHashing,
    Author    = {Qi Dai and Jianguo Li and Jun Wang and Yurong Chen and Yu-Gang Jiang},
    Title     = {A Bayesian Hashing Approach and Its Application to Face Recognition},
    Journal   = {Neurocomputing},
    Volume = {213},
    Pages = {5-13},
    Year = {2016}}
  
  

 
  
  @article{Neurocomputing:fmtl,
    Author    = {S. Zhong and J. Pu and Y.-G. Jiang and R. Feng and X. Xue},
    Title     = {Flexible Multi-Task Learning with Latent Task Grouping},
    Journal   = {Neurocomputing},
    Volume = {189},
    Pages = {179-188},
    Year = {2016}}
  
  

 
  
  @article{Neurocomputing:mtl,
    Author    = {J. Pu and J. Wang and Y.-G. Jiang and X. Xue},
    Title     = {Multiple Task Learning with Flexible Structure Regularization},
    Journal   = {Neurocomputing},
    Volume = {177},
    Number = {2},
    Pages = {242-256},
    Year = {2016}}
  
  

 
  
  @article{Neurocomputing:webv16,
    Author    = {Mehtab Afzal and Xiao Wu and Honghan Chen and Yu-Gang Jiang and Qiang Peng},
    Title     = {Web Video Categorization Using Category-Predictive Classifiers and Category-Specific Concept Classifiers},
    Journal   = {Neurocomputing},
    Volume = {214},
    Pages = {175-190},
    Year = {2016}}
  
  

 
  
  @article{mm15:HDL,
    Author    = {Z. Wu and X. Wang and Y.-G. Jiang and H. Ye and X. Xue},
    Title     = {Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification},
    Journal = {Proceedings of ACM Multimedia},
    Year      = {2015}}
  
  

 
  
  @inproceedings{icmr15:eval2stream,
    Author    = {H. Ye and Z. Wu and R.-W. Zhao and X. Wang and Y.-G. Jiang and X. Xue},
    Title     = {Evaluating Two-Stream CNN for Video Classification},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2015}}
  
  

 
  
  @inproceedings{ijcai15:BH,
    Author    = {Q. Dai and J. Li and J. Wang and Y. Chen and Y.-G. Jiang},
    Title     = {Optimal Bayesian Hashing for Efficient Face Recognition},
    Booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
    Year      = {2015}}
  
  

 
  
  @inproceedings{ijcai15:OBL,
    Author    = {W. Shen and J. Wang and Y.-G. Jiang and H. Zha},
    Title     = {Portfolio Choices with Orthogonal Bandit Learning},
    Booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
    Year      = {2015}}
  
  

 
  
  @inproceedings{bigmm15:invited,
    Author    = {Y.-G. Jiang},
    Title     = {Categorizing Big Video Data on the Web: Challenges and Opportunities},
    Booktitle = {Proceedings of IEEE International Conference on Multimedia Big Data},
    Year      = {2015}}
  
  

 
  
  @inproceedings{MediaEval2015:Fudan,
    Author    = {Q. Dai and R.-W. Zhao and Z. Wu and X. Wang and Z. Gu and W. Wu and Y.-G. Jiang},
    Title     = {Fudan-Huawei at MediaEval 2015: Detecting Violent Scenes and Affective Impact in Movies with Deep Learning},
    Booktitle = {Proceedings of MediaEval 2015 Workshop},
    Year      = {2015}}
  
  

 
  
  @inproceedings{CBMI15:VSD,
    Author    = {M. Schedl and M. Sjoberg and I. Mironica and B. Ionescu and V. L. Quang and Y.-G. Jiang and C.-H. Demarty},
    Title     = {VSD2014: A Dataset for Violent Scenes Detection in Hollywood Movies and Web Videos},
    Booktitle = {Proceedings of International Workshop on Content-Based Multimedia Indexing},
    Year      = {2015}}
  
  

 
  
  @article{MTA:GPUMapReduce,
    Author    = {H. Wang and F. Zhu and B. Xiao and L. Wang and Y.-G. Jiang},
    Title     = {GPU-based MapReduce for Large-scale Near-duplicate Video Retrieval},
    Journal   = {Multimedia Tools and Applications},
    Volume = {74},
    Number = {23},
    Pages = {10515-10534},
    Year = {2015}}
  
  

 
  
  @article{DMKD:qian,
    Author    = {Buyue Qian and Xiang Wang and Nan Cao and Hongfei Li and Yu-Gang Jiang},
    Title     = {A relative similarity based method for interactive patient risk prediction},
    Journal   = {Data Mining and Knowledge Discovery (DMKD)},
    Volume = {29},
    Number = {4},
    Pages = {1070-1093},
    Year = {2015}}
  
  

 
  
  @article{TIP:Action-Motion,
    Author    = {Y.-G. Jiang and Q. Dai and W. Liu and X. Xue and C.-W. Ngo},
    Title     = {Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling},
    Journal   = {IEEE Transactions on Image Processing},
    Volume = {24},
    Number = {11},
    Pages = {3781-3795},
    Year = {2015}}
  
  

 
  
  @article{TMM:RealTimeEvent,
    Author    = {Y.-G. Jiang and Q. Dai and T. Mei and Y. Rui and S.-F. Chang},
    Title     = {Super Fast Event Recognition in Internet Videos},
    Journal   = {IEEE Transactions on Multimedia},
    Volume = {17},
    Number = {8},
    Pages = {1-13},
    Year = {2015}}
  
  

 
  
  @article{TCSVT:CHCF,
    Author    = {Hanli Wang and Bo Xiao and Lei Wang and Fengkuangtian Zhu and Yu-Gang Jiang and Jun Wu},
    Title     = {CHCF: A Cloud-based Heterogeneous Computing Framework for Large-Scale Image Retrieval},
    Journal   = {IEEE Transactions on Circuits and Systems for Video Technology},
    Volume = {25},
    Number = {12},
    Pages = {1900-1913},
    Year = {2015}}
  
  

 
  
  @inproceedings{mm14:videoclassification,
    Author    = {Z. Wu and Y.-G. Jiang and J. Wang and J. Pu and X. Xue},
    Title     = {Exploring Inter-feature and Inter-class Relationships with Deep Neural Networks for Video Classification},
    Booktitle = {Proceedings of ACM Multimedia},
    Year      = {2014}}
  
  

 
  
  @inproceedings{eccv14:VCDB,
    Author    = {Y.-G. Jiang and Y. Jiang and J. Wang},
    Title     = {VCDB: A Large-Scale Database for Partial Copy Detection in Videos},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2014}}
  
  

 
  
  @inproceedings{eccv14:GMTL,
    Author    = {J. Pu and Y.-G. Jiang and J. Wang and X. Xue},
    Title     = {Which Looks Like Which: Exploring Inter-Class Relationships in Fine-Grained Visual Categorization},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2014}}
  
  

 
  
  @inproceedings{aaai14:emotions,
    Author    = {Y.-G. Jiang and B. Xu and X. Xue},
    Title     = {Predicting Emotions in User-Generated Videos},
    Booktitle = {Proceedings of The 28th AAAI Conference on Artificial Intelligence (AAAI)},
    Year      = {2014}}
  
  

 
  
  @inproceedings{mm14:videosearch,
    Author    = {Jiajun Wang and Yu-Gang Jiang and Qiang Wang and Kuiyuan Yang and Chong-Wah Ngo},
    Title     = {Organizing Video Search Results to Adapted Semantic Hierarchies for Topic-based Browsing},
    Booktitle = {Proceedings of ACM Multimedia},
    Year      = {2014}}
  
  

 
  
  @inproceedings{mm14:videosumm,
    Author    = {Xi Wang and Yu-Gang Jiang and Zhenhua Chai and Zichen Gu and Xinyu Du and Dong Wang},
    Title     = {Real-Time Summarization of User-Generated Videos Based on Semantic Recognition},
    Booktitle = {Proceedings of ACM Multimedia},
    Year      = {2014}}
  
  

 
  
  @inproceedings{icdm14:newsCredibility,
    Author    = {Zhiwei Jin and Juan Cao and Yu-Gang Jiang and Yongdong Zhang},
    Title     = {News Credibility Evaluation on Microblog with a Hierarchical Propagation Model},
    Booktitle = {Proceedings of IEEE International Conference on Data Mining},
    Year      = {2014}}
  
  

 
  
  @inproceedings{CBMI14:AffectTask,
    Author    = {C.-H. Demarty and B. Ionescu and Y.-G. Jiang and V. L. Quang and M. Schedl and C. Penet},
    Title     = {Benchmarking Violent Scenes Detection in Movies},
    Booktitle = {Proceedings of 12th International Workshop on Content-Based Multimedia Indexing},
    Year      = {2014}}
  
  

 
  
  @inproceedings{icme14:huawei,
   Author = {J. Tu and Z. Wu and Q. Dai and Y.-G. Jiang and X. Xue},
   Title = {Challenge Huawei Challenge: Fusing Multimodal Features with Deep Neural Networks for Mobile Video Annotation},
   BookTitle = {Proceedings of IEEE International Conference on Multimedia \& Expo},
   Year = {2014}}
  
  

 
  
  @inproceedings{MediaEval2014:AffectTaskDescription,
    Author    = {M. Sjoberg and B. Ionescu and Y.-G. Jiang and V. L. Quang and M. Schedl and C.-H. Demarty},
    Title     = {The MediaEval 2014 Affect Task: Violent Scenes Detection},
    Booktitle = {Proceedings of MediaEval 2014 Workshop},
    Year      = {2014}}
  
  

 
  
  @inproceedings{MediaEval2014:Fudan,
    Author    = {Q. Dai and Z. Wu and Y.-G. Jiang and X. Xue and J. Tang},
    Title     = {Fudan-NJUST at MediaEval 2014: Violent Scenes Detection Using Deep Neural Networks},
    Booktitle = {Proceedings of MediaEval 2014 Workshop},
    Year      = {2014}}
  
  

 
  
  @inproceedings{mmm14:ndvcoding,
   Author = {H. Wang and M. Ma and Y.-G. Jiang and Z. Wei},
   Title = {A Framework of Video Coding for Compressing Near-Duplicate Videos},
   BookTitle = {Proceedings of International Conference on Multimedia Modeling (MMM)},
   Year = {2014}}
  
  

 
  
  @article{TOMCCAP:videosearch,
    Author    = {Song Tan and Yu-Gang Jiang and Chong-Wah Ngo},
    Title     = {Placing Videos on a Semantic Hierarchy for Search Result Navigation},
    Journal   = {ACM Transactions on Multimedia Computing, Communications and Applications},
    Volume = {10},
    Number = {4},
    Year = {2014}}
  
  

 
  
  @article{TMM:eventdetection,
    Author    = {F. Wang and Z. Sun and Y.-G. Jiang and C.-W. Ngo},
    Title     = {Video Event Detection Using Motion Relativity and Feature Selection},
    Journal   = {IEEE Transactions on Multimedia},
    Volume = {16},
    Number = {5},
    Pages = {1303-1315},
    Year = {2014}}
  
  

 
  
  @article{MVA:audiovisual,
    Author    = {I-H. Jhuo and G. Ye and S. Gao and D. Liu and Y.-G. Jiang and D. T. Lee and S.-F. Chang},
    Title     = {Discovering Joint Audio-Visual Codewords for Video Event Detection},
    Journal   = {Machine Vision and Applications},
    Volume = {25},
    Number = {1},
    Pages = {33-47},
    Year = {2014}}
  
  

 
  
  @article{JCST:nameface,
    Author    = {Z. Chen and C.-W. Ngo and W. Zhang and J. Cao and Y.-G. Jiang},
    Title     = {Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues},
    Journal   = {Journal of Computer Science and Technology},
    Volume = {29},
    Number = {5},
    Pages = {785-798},
    Year = {2014}}
  
  

 
  
  @article{TIP14:qian,
    Author    = {Buyue Qian and Xiang Wang and Nan Cao and Yu-Gang Jiang and Ian Davidson},
    Title     = {Learning Multiple Relative Attributes With Humans in the Loop},
    Journal   = {IEEE Transactions on Image Processing},
    Volume = {23},
    Number = {12},
    Pages = {5573-5585},
    Year = {2014}}
  
  

 
  
  @inproceedings{aaai13:interestingness,
    Author    = {Y.-G. Jiang and Y. Wang and R. Feng and X. Xue and Y. Zheng and H. Yang},
    Title     = {Understanding and Predicting Interestingness of Videos},
    Booktitle = {Proceedings of The 27th AAAI Conference on Artificial Intelligence (AAAI)},
    Year      = {2013}}
  
  

 
  
  @inproceedings{iccv13:rsh,
   Author = {Jun Wang and Wei Liu and Andy X. Sun and Yu-Gang Jiang},
   Title = {Learning Hash Codes with Listwise Supervision},
   BookTitle = {Proceedings of International Conference on Computer Vision (ICCV)},
   Year = {2013}}
  
  

 
  
  @inproceedings{ijcai13:MTLIRLS,
    Author    = {J. Pu and Y.-G. Jiang and J. Wang and X. Xue},
    Title     = {Multiple Task Learning Using Iteratively Reweighted Least Square},
    Booktitle = {Proceedings of The 23rd International Joint Conference on Artificial Intelligence (IJCAI)},
    Year      = {2013}}
  
  

 
  
  @inproceedings{mm13:beauty,
    Author    = {Y. Wang and Q. Dai and R. Feng and Y.-G. Jiang},
    Title     = {Beauty is Here: Evaluating Aesthetics in Videos Using Multimodal Features and Free Training Data},
    Booktitle = {Proceedings of ACM Multimedia},
    Year      = {2013}}
  
  

 
  
  @inproceedings{mm13:sgc,
    Author    = {J. Wang and J. Tang and Y.-G. Jiang},
    Title     = {Strong Geometry Consistency for Large Scale Partial-Duplicate Image Search},
    Booktitle = {Proceedings of ACM Multimedia},
    Year      = {2013}}
  
  

 
  
  @inproceedings{MediaEval2013:AffectTaskDescription,
    Author    = {C.-H. Demarty and C. Penet and M. Schedl and B. Ionescu and V. L. Quang and Y.-G. Jiang},
    Title     = {The MediaEval 2013 Affect Task: Violent Scenes Detection},
    Booktitle = {Proceedings of MediaEval 2013 Workshop},
    Year      = {2013}}
  
  

 
  
  @inproceedings{MediaEval2013:Fudan,
    Author    = {Q. Dai and J. Tu and Z. Shi and Y.-G. Jiang and X. Xue},
    Title     = {Fudan at MediaEval 2013: Violent Scenes Detection Using Motion Features and Part-Level Attributes},
    Booktitle = {Proceedings of MediaEval 2013 Workshop},
    Year      = {2013}}
  
  

 
  
  @article{IJMIR:EventSurvey,
    Author    = {Y.-G. Jiang and S. Bhattacharya and S.-F. Chang and M. Shah},
    Title     = {High-Level Event Recognition in Unconstrained Videos},
    Journal   = {International Journal of Multimedia Information Retrieval},
    Volume = {2},
    Number = {2},
    Pages = {73-101},
    Year = {2013}}
  
  

 
  
  @article{TMM:queryadaptivesearch,
    Author    = {Y.-G. Jiang and J. Wang and X. Xue and S.-F. Chang},
    Title     = {Query-Adaptive Image Search with Hash Codes},
    Journal   = {IEEE Transactions on Multimedia},
    Volume = {15},
    Number = {2},
    Pages = {442-453},
    Year = {2013}}
  
  

 
  
  @inproceedings{eccv12:actionmodeling,
    Author    = {Y.-G. Jiang and Q. Dai and X. Xue and W. Liu and C.-W. Ngo},
    Title     = {Trajectory-Based Modeling of Human Actions with Motion Reference Points},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2012}}
  
  

 
  
  @inproceedings{eccv12:hybridparts,
    Author    = {Y. Zheng and Y.-G. Jiang and X. Xue},
    Title     = {Learning Hybrid Part Filters for Scene Recognition},
    Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
    Year      = {2012}}
  
  

 
  
  @inproceedings{cvpr12:KSH,
    Author    = {W. Liu and J. Wang and R. Ji and Y.-G. Jiang and S.-F. Chang},
    Title     = {Supervised Hashing with Kernels},
    Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    Year      = {2012}}
  
  

 
  
  @inproceedings{icmr12:RealtimeEventRecognition,
    Author    = {Y.-G. Jiang},
    Title     = {SUPER: Towards Real-time Event Recognition in Internet Videos},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2012}}
  
  

 
  
  @inproceedings{MediaEval2012:ShanghaiHongkong,
    Author    = {Y.-G. Jiang and Q. Dai and C. C. Tan and X. Xue and C.-W. Ngo},
    Title     = {The Shanghai-Hongkong Team at MediaEval2012: Violent Scene Detection Using Trajectory-based Features},
    Booktitle = {Proceedings of MediaEval 2012 Workshop},
    Year      = {2012}}
  
  

 
  
  @inproceedings{icmr12:BiModalWords,
    Author    = {G. Ye and I.-H. Jhuo and D. Liu and Y.-G. Jiang and D. T. Lee and S.-F. Chang},
    Title     = {Joint Audio-Visual Bi-Modal Codewords for Video Event Detection},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2012}}
  
  

 
  
  @article{tmm12:trainingset,
    Author    = {Zhu, Shiai and Ngo, Chong-Wah and Jiang, Yu-Gang},
    Title     = {Sampling and Ontologically Pooling Web Images for Visual Concept Learning},
    Journal   = {IEEE Transactions on Multimedia},
    Volume = {14},
    Number = {4},
    Pages = {1068-1078},
    Year = {2012}}
  
  

 
  
  @article{TIP12:context,
    Author    = {Y.-G. Jiang and Q. Dai and J. Wang and C.-W. Ngo and X. Xue and S.-F. Chang},
    Title     = {Fast Semantic Diffusion for Large Scale Context-Based Image and Video Annotation},
    Journal   = {IEEE Transactions on Image Processing},
    Volume = {21},
    Number = {6},
    Pages = {3080-3091},
    Year = {2012}}
  
  

 
  
  @inproceedings{acmmm11:videorecounting,
   Author = {Chun-Chet Tan and Yu-Gang Jiang and Chong-Wah Ngo},
   Title = {Towards Textually Describing Complex Video Contents with Audio-Visual Concept Classifiers},
   BookTitle = {Proceedings of ACM International Conference on Multimedia},
   Year = {2011}}
  
  

 
  
  @inproceedings{acmmm11:pooling,
   Author = {Zhu, Shiai and Ngo, Chong-Wah and Jiang, Yu-Gang},
   Title = {On the Pooling of Positive Examples with Ontology for Visual Concept Learning},
   BookTitle = {Proceedings of ACM International Conference on Multimedia},
   Year = {2011}}
  
  

 
  
  @inproceedings{icmr11:consumervideo,
    Author    = {Y.-G. Jiang and G. Ye and S.-F. Chang and D. Ellis and A. C. Loui},
    Title     = {Consumer Video Understanding: A Benchmark Database and An Evaluation of Human and Machine Performance},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2011}}
  
  

 
  
  @inproceedings{icmr11:lostinbinarization,
    Author    = {Y.-G. Jiang and J. Wang and S.-F. Chang},
    Title     = {Lost in Binarization: Query-Adaptive Ranking for Similar Image Search with Compact Codes},
    Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
    Year      = {2011}}
  
  

 
  
  @inproceedings{cvpr11:reranking,
   Author = {Liu, Wei and Jiang, Yu-Gang and Luo, Jiebo and Chang, Shih-Fu},
   Title = {Noise Resistant Graph Ranking for Improved Web Image Search},
   BookTitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
   Year = {2011}}
  
  

 
  
  @article{tcsvt:cdvs,
   Author = {Wei, Xiao-Yong and Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Concept-Driven Multi-Modality Fusion for Video Search},
   Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
   Volume = {21},
   Number = {1},
   Pages = {62--73},
   Year = {2011}}
  
  

 
  
  @article{tmm10:yjiang,
   Author = {Jiang, Yu-Gang and Yang, Jun and Ngo, Chong-Wah and Hauptmann, Alexander G.},
   Title = {Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study},
   Journal = {IEEE Transactions on Multimedia},
   Volume = {12},
   Pages = {42--53},
   Year = {2010}}
  
  

 
  
  @inproceedings{trecvid10:cuucf,
   Author = {Y.-G. Jiang and X. Zeng and G. Ye and S. Bhattacharya and D. Ellis and M. Shah and S.-F. Chang},
   Title = {Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching},
   BookTitle = {NIST TRECVID Workshop},
   Year = {2010}}
  
  

 
  
  @inproceedings{civr10:sampling,
    Author    = {S. Zhu and G. Wang and C.-W. Ngo and Y.-G. Jiang},
    Title     = {On the Sampling of Web Images for Learning Visual Concept Classifiers},
    Booktitle = {Proceedings of ACM International Conference on Image and Video Retrieval},
    Year      = {2010}}
  
  

 
  
  @inproceedings{acmmm09:bcivpm,
   Author = {Wang, Jun and Pohlmeyer, Eric and Hanna, Barbara and Jiang, Yu-Gang and Sajda, Paul and Chang, Shih-Fu},
   Title = {Brain State Decoding for Rapid Image Retrieval},
   BookTitle = {Proceedings of ACM International Conference on Multimedia},
   Year = {2009}}
  
  

 
  
  @inproceedings{acmmm09:sct,
    Author    = {Y.-G. Jiang and C.-W. Ngo and S.-F. Chang},
    Title     = {Semantic Context Transfer across Heterogeneous Sources for Domain Adaptive Video Search},
    Booktitle = {Proceedings of ACM International Conference on Multimedia},
    Year      = {2009}}
  
  

 
  
  @inproceedings{iccv09:dasd,
   Author = {Jiang, Yu-Gang and Wang, Jun and Chang, Shih-Fu and Ngo, Chong-Wah},
   Title = {Domain Adaptive Semantic Diffusion for Large Scale Context-Based Video Annotation},
   BookTitle = {Proceedings of International Conference on Computer Vision (ICCV)},
   Year = {2009}}
  
  

 
  
  @inproceedings{cvpr09:ldst,
   Author = {Wang, Jun and Jiang, Yu-Gang and Chang, Shih-Fu},
   Title = {Label Diagnosis through Self Tuning for Web Image Search},
   BookTitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
   Year = {2009}}
  
  

 
  
  @inproceedings{civr09:cs,
   Author = {Wei, Xiao-Yong and Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Exploring Inter-Concept Relationship with Context Space for Semantic Video Indexing},
   BookTitle = {Proceedings of ACM International Conference on Image and Video Retrieval},
   Year = {2009}}
  
  

 
  
  @inproceedings{trecvid09:vireodvmm,
   Author = {Chong-Wah Ngo and Yu-Gang Jiang and Xiao-Yong Wei and Wanlei Zhao and Yang Liu and Jun Wang and Shiai Zhu and Shih-Fu Chang},
   Title = {VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection},
   BookTitle = {NIST TRECVID Workshop},
   Year = {2009}}
  
  

 
  
  @article{cviu09:yjiang,
   Author = {Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Visual Word Proximity and Linguistics for Semantic Video Indexing and Near-Duplicate Retrieval},
   Journal = {Computer Vision and Image Understanding},
   Volume = {113},
   Pages = {405--414},
   Year = {2009}}
  
  

 
  
  @inproceedings{acmmm08:event,
   Author = {Wang, Feng and Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Video Event Detection Using Motion Relativity and Visual Relatedness},
   BookTitle = {Proceedings of ACM International Conference on Multimedia},
   Year = {2008}}
  
  

 
  
  @inproceedings{sigir08:bowe,
   Author = {Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Bag-of-Visual-Words Expansion Using Visual Relatedness for Video Indexing},
   BookTitle = {Proceedings of ACM SIGIR Conference on Research \& Development on Information Retrieval},
   Year = {2008}}
  
  

 
  
  @inproceedings{icme08:ndr,
   Author = {Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Ontology-Based Visual Word Matching for Near-Duplicate Retrieval},
   BookTitle = {Proceedings of IEEE International Conference on Multimedia \& Expo},
   Year = {2008}}
  
  

 
  
  @TechReport{CUVIREO374:TR,
   Author = {Jiang, Yu-Gang and Yanagawa, Akira and Chang, Shih-Fu and Ngo, Chong-Wah},
   Title = {{{CU-VIREO374}: Fusing Columbia374 and {VIREO}374 for Large Scale Semantic Concept Detection}},
   Institution = {Columbia University ADVENT \#223-2008-1},
   Month = {August},
   Year = {2008}} 
  
  

 
  
  @inproceedings{trecvid08:cu,
   Author = {Shih-Fu Chang and Junfeng He and Yu-Gang Jiang and Elie El Khoury and Chong-Wah Ngo and Akira Yanagawa and Eric Zavesky},
   Title = {Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search},
   BookTitle = {NIST TRECVID Workshop},
   Year = {2008}}
  
  

 
  
  @inproceedings{trecvid08:cityu,
   Author = {Chong-Wah Ngo and Yu-Gang Jiang and Xiaoyong Wei and Wanlei Zhao and Feng Wang and Xiao Wu and Hung-Khoon Tan},
   Title = {Beyond Semantic Search: What You Observe May Not Be What You Think},
   BookTitle = {NIST TRECVID Workshop},
   Year = {2008}}
  
  

 
  
  @article{tmm08:search,
   Author = {Wei, Xiao-Yong and Ngo, Chong-Wah and Jiang, Yu-Gang},
   Title = {Selection of Concept Detectors for Video Search by Ontology-Enriched Semantic Spaces},
   Journal = {IEEE Transactions on Multimedia},
   Volume = {10},
   Number = {6},
   Pages = {1085--1096},
   Year = {2008}}
  
  

 
  
  @inproceedings{civr07:bof,
   Author = {Jiang, Yu-Gang and Ngo, Chong-Wah and Yang, Jun},
   Title = {Towards Optimal Bag-of-Features for Object Categorization and Semantic Video Retrieval},
   BookTitle = {Proceedings of ACM International Conference on Image and Video Retrieval},
   Year = {2007}}
  
  

 
  
  @inproceedings{mir07:bowsc,
   Author = {Yang, Jun and Jiang, Yu-Gang and Hauptmann, Alexander G. and Ngo, Chong-Wah},
   Title = {Evaluating Bag-of-Visual-Words Representations in Scene Classification},
   BookTitle = {Proceedings of ACM SIGMM Workshop on Multimedia Information Retrieval},
   Year = {2007}}
  
  

 
  
  @inproceedings{trecvid07:cityu,
   Author = {Chong-Wah Ngo and Yu-Gang Jiang and Xiaoyong Wei and Feng Wang and Wanlei Zhao and Hung-Khoon Tan and Xiao Wu},
   Title = {Experimenting VIREO-374: Bag-of-Visual-Words and Visual-Based Ontology for Semantic Video Indexing and Search},
   BookTitle = {NIST TRECVID Workshop},
   Year = {2007}}
  
  

 
  
  @inproceedings{acmmm06:ndk,
   Author = {Ngo, Chong-Wah and Zhao, Wan-Lei and Jiang, Yu-Gang},
   Title = {Fast Tracking of Near-Duplicate Keyframes in Broadcast Domain with Transitivity Propagation},
   BookTitle = {Proceedings of ACM International Conference on Multimedia},
   Year = {2006}}
  
  

 
  
  @inproceedings{vip06:esclif,
   Author = {Jiang, Yu-Gang and Zhao, Wan-Lei and Ngo, Chong-Wah},
   Title = {Exploring Semantic Concept Using Local Invariant Features},
   BookTitle = {Proceedings of Asia-Pacific Workshop on Visual Information Processing},
   Year = {2006}}
  
  

 
  
  @inproceedings{civr06:krk,
   Author = {Zhao, Wan-Lei and Jiang, Yu-Gang and Ngo, Chong-Wah},
   Title = {Keyframe Retrieval by Keypoints: Can Point-to-Point Matching Help?},
   BookTitle = {Proceedings of International Conference on Image and Video Retrieval},
   Year = {2006}}
  
  

 
  
  @inproceedings{trecvid06:cityu,
   Author = {Yu-Gang Jiang and Xiaoyong Wei and Chong-Wah Ngo and Hung-Khoon Tan and Wanlei Zhao and Xiao Wu},
   Title = {Modeling Local Interest Points for Semantic Detection and Video Search at TRECVID 2006},
   BookTitle = {NIST TRECVID Workshop},
   Year = {2006}}