Xing Xu, Fumin Shen*, Yang Yang, Heng Tao Shen and Xuelong Li, "Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval", IEEE Transactions on Image Processing (TIP), 2017. (CCF A, JCR二区)
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Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen and Heng Tao Shen, "Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applicationsl", ACM Transactions on Information Systems (TOIS), 2017. (CCF A)
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Zhongyu Li, Ruogu Fang, Fumin Shen and Shaoting Zhang, "Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search, Pattern Recognition (PR), 2016. (JCR二区)
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Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, and Dacheng Tao, "Joint Hierarchical Category Structure Learning and Large-Scale Image Classification", IEEE Transactions on Image Processing (TIP), 2016. (CCF A, JCR二区)
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Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen and Dacheng Tao, "A Fast Optimization Method for General Binary Code Learning", IEEE Transactions on Image Processing (TIP), 2016. [PDF] [Bibtex] (CCF A, JCR二区) ？
Xiaobo Shen, Fumin Shen, Quan-sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen, "Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval", IEEE Transactions on Cybernetics (TCYB), 2016. (JCR一区)
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Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen, "Zero-Shot Hashing Via Transferring Supervised Knowledge", ACM Multimedia (MM), 2016. (CCF A)
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Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen, Nicu Sebe, "Joint Graph Learning and Video Segmentation Via Multiple Cues and Topology Calibration", ACM Multimedia (MM), 2016. (CCF A)
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Xing Xu, Fumin Shen, Zi Huang, Yang Yang, Li He, Jingkuan Song, "Cross-modal Retrieval with Label Completion", ACM Multimedia (MM), 2016. (CCF A)
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Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang, Zhenmin Tang, "A Domain Robust Approach for Image Dataset Construction", ACM Multimedia (MM), 2016. (CCF A)
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Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen, "Bidirectional Long-Short Term Memory for Video Description", ACM Multimedia (MM), 2016. (CCF A)
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Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, "A Unified Framework for Discrete Spectral Clustering", International Joint Conference on Artificial Intelligence (IJCAI), 2016. (CCF A)
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Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, "Discriminant Cross-modal Hashing", ACM International Conference on Multimedia Retrieval (ICMR), 2016.[PDF] [Bibtex] (CCF B) ？
Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua, "Discrete Collaborative Filtering", ACM SIGIR conference (SIGIR), 2016.[PDF] [Bibtex]
[Code] (Best Paper Award Honorable Mention) (
CCF A)
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Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang and Heng Tao Shen, "Face Image Classification by Pooling Raw Features", Pattern Recognition (PR), 2016. [PDF] [Bibtex]
[Code] ？
Yazhou Yao, Jian Zhang, Fumin Shen, Xiansheng Hua, Jingsong Xu, Zhenmin Tang, "Automatic Image Dataset Construction with Multiple Textual Metadata", International Conference on Multimedia and Expo (ICME), 2016. (CCF B)
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Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang, "Maximum Inner Product Search for Morphological Retrieval of Large-scale Neuron Data", International Symposium on Biomedical Imaging (ISBI), 2016.
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Yang Yang, Fumin Shen*, Heng Tao Shen, Hanxi Li and Xuelong Li, "Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing", IEEE Transactions on Big Data (TBD), 2016.
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Hanxi Li, Fumin Shen*, Chunhua Shen, Yang Yang and Yongsheng Gao, "Face Recognition Using Linear Representation Ensembles", Pattern Recognition (PR), 2016. (JCR二区)
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Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, and Heng Tao Shen, "Learning Binary Codes for Maximum Inner Product Search", IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, 2015. [PDF] [Bibtex] (CCF A) ？
Yang Yang, Hanwang Zhang, Mingxing Zhang, Fumin Shen and Xuelong Li, "Visual Coding in a Semantic Hierarchy", ACM Multimedia (MM), 2015. (CCF A)
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Xiaobo Shen, Fumin Shen, Quansen Sun, Yun-Hao Yuan, "Multi-view Latent Hashing for Efficient Multimedia Search", ACM Multimedia (MM), 2015. (CCF A)
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Mengqiu Hu, Yang Yang, Hanwang Zhang, Fumin Shen, Jie Shao and Fuhao Zou, "Multi-view Semi-supervised Learning for Web Image Annotation", ACM Multimedia (MM), 2015. (CCF A)
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Ke zhou, Yu Liu, Jingkuang Song, Lingyu Yan, Fuhao Zou and Fumin Shen, "Deep Self-taught Hashing for Image Retrieval", ACM Multimedia (MM), 2015. (CCF A)
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Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen, "Supervised Discrete Hashing", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.[PDF] [Bibtex] [code] (CCF A)
Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen, "Hashing on Nonlinear Manifolds",
IEEE Transactions on Image Processing (TIP), 2015. [PDF] [Bibtex]？
[code (CCF A, JCR二区) ]
Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, "Fast Approximate L_infinity Minimization: Speeding Up Robust Regression", Computational Statistics and Data Analysis, 2014. [PDF][Bibtex] (JCR二区)
Fumin Shen, Chunhua Shen, Anton van den Hengel, Zhenmin Tang, "Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis", IEEE Transactions on Image Processing (TIP), 2013. (CCF A, JCR二区)
Fumin Shen, Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang, "UBoost: Boosting with the Universum", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012. (CCF A, JCR一区)
