@inproceedings{aaai19:vidcaptioning, Author = {Shaoxiang Chen and Yu-Gang Jiang}, Title = {Motion Guided Spatial Attention for Video Captioning}, Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)}, Year = {2019}}
@inproceedings{aaai19:actionlocalization, Author = {Shaoxiang Chen and Yu-Gang Jiang}, Title = {Semantic Proposal for Activity Localization in Videos via Sentence Query}, Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)}, Year = {2019}}
@inproceedings{aaai19:oneshot, Author = {Zitian Chen and Yanwei Fu and Kaiyu Chen and Yu-Gang Jiang}, Title = {Image Block Augmentation for One-Shot Learning}, Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)}, Year = {2019}}
@inproceedings{aaai19:binarynet, Author = {Qiaoben You and Zheng Wang and Jianguo Li and Yu-Gang Jiang and Jun Zhu and Yinpeng Dong}, Title = {Composite Binary Decomposition Network}, Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)}, Year = {2019}}
@inproceedings{aaai19:imbalance, Author = {M. Peng and Q. Zhang and X. Xing and T. Gui and X. Huang and Y.-G. Jiang and K. Ding and Z. Chen}, Title = {Trainable Undersampling for Class-Imbalance Learning}, Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)}, Year = {2019}}
@article{TOMM19:RW, Author = {Rui-Wei Zhao and Zuxuan Wu and Qi Zhang and Jianguo Li and Yu-Gang Jiang}, Title = {Visual Content Recognition by Exploiting Semantic Feature Map with Attention and Multi-task Learning}, Journal = {ACM Transactions on Multimedia Computing, Communications and Applications}, Volume = {15}, Number = {1}, pages = {6:1-6:22}, Year = {2019}}
@article{TIP:FeaAug, Author = {Zitian Chen and Yanwei Fu and Yinda Zhang and Yu-Gang Jiang and Xiangyang Xue and Leonid Sigal}, Title = {Multi-level Semantic Feature Augmentation for One-shot Learning}, Journal = {IEEE Transactions on Image Processing}, Volume = { }, Number = { }, Pages = { }, Year = {to appear}}
@article{TPAMI-imagetagging, Author = {J. Tang and X. Shu and Z. Li and Y.-G. Jiang and Q. Tian}, Title = {Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging}, Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, Volume = { }, Number = { }, Pages = { }, Year = {to appear}}
@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 = {Harnessing 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}}
@inproceedings{acl18:crossdomain, Author = {M. Peng and Q. Zhang and Y.-G. Jiang and X. Huang}, Title = {Cross-Domain Sentiment Classification with Target Domain Specific Information}, Booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL)}, Year = {2018}}
@inproceedings{cikm18:keywordquery, Author = {X. Liu and S. Pan and Q. Zhang and Y.-G. Jiang and X. Huang}, Title = {Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem}, Booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM)}, 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{trecvid16, Author = {Y. Sun and R.-W. Zhao and M. Li and C. Lu and H. Arai and T. Kinebuchi and Y.-G. Jiang}, Title = {NTTFudan Team at TRECVID 2016: Multimedia Event Detection}, BookTitle = {NIST TRECVID Workshop}, 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{trecvid2015, Author = {Z. Wu and H. Ye and Y.-G. Jiang and X. Xue}, Title = {Fudan at TRECVID 2015: Adaptive Feature Fusion for Multimedia Event Detection in Videos}, BookTitle = {NIST TRECVID Workshop}, Year = {2015}}
@inproceedings{trecvid2015ntt, Author = {Y. Sun and Z. Wu and X. Wang and K. Sudo and Y. Taniguchi and T. Kinebuchi and Y.-G. Jiang}, Title = {NTT-Fudan Team \@ TRECVID 2015: Multimedia Event Detection}, BookTitle = {NIST TRECVID 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}}
@inproceedings{trecvid2011, Author = {Cees G. M. Snoek and Koen E. A. van de Sande and Xirong Li and Masoud Mazloom and Yu-Gang Jiang and Dennis C. Koelma and Arnold W. M. Smeulders}, Title = {The MediaMill TRECVID 2011 Semantic Video Search Engine}, BookTitle = {NIST TRECVID Workshop}, Year = {2011}}
@article{tcsvt:actioncontext, Author = {Yu-Gang Jiang and Zhenguo Li and Shih-Fu Chang}, Title = {Modeling Scene and Object Contexts for Human Action Retrieval with Few Examples}, Journal = {IEEE Transactions on Circuits and Systems for Video Technology}, Volume = {21}, Number = {5}, Pages = {674--681}, 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}}