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Publications - MIMA Lab







Discrete hashing with multiple supervision
Xin Luo, Peng-Fei Zhang, Zi Huang, Liqiang Nie, and Xin-Shun Xu*, et al.
TIP 2019
PDF



SCRATCH: A Scalable Discrete Matrix Factorization Hashing for Cross-Modal Retrieval
Chuan-Xiang Li, Zhen-Duo Chen, Peng-Fei Zhang, Xin Luo, Liqiang Nie, Wei Zhang, Xin-Shun Xu*, et al.
ACM MM 2018
PDF
Code



SDMCH: Supervised discrete manifold-embedded cross-modal hashing
Xin Luo, Xiao-Ya Yin, Liqiang Nie, Xuemeng Song, Yongxin Wang, Xin-Shun Xu*, et al.
IJCAI 2018
PDF



Fast scalable supervised hashing
Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, Zhen-Duo Chen, Xin-Shun Xu*, et al.
SIGIR 2018
PDF
Code



Dictionary learning based supervised discrete hashing for cross-media retrieval
Ye Wu, Xin Luo, Xin-Shun Xu*, Shanqing Guo, Yuliang Shi, et al.
ICMR 2018
PDF



Asymmetric discrete cross-modal hashing
Xin Luo, Peng-Fei Zhang, Ye Wu, Zhen-Duo Chen, Hua-Junjie Huang, Xin-Shun Xu*, et al.
ICMR 2018
PDF



Class consistent hashing for fast web data searching
Xin Luo, Ye Wu, Wan-Jin Yu, Xin-Shun Xu*, et al.
WWW Journal 2018
PDF



Scalable supervised discrete hashing for large-scale search
Xin Luo, Ye Wu, Xin-Shun Xu*, et al.
WWW 2018
PDF



Dual deep neural networks cross-modal hashing
Zhen-Duo Chen, Wan-Jin Yu, Chuan-Xiang Li, Liqiang Nie and Xin-Shun Xu*, et al.
AAAI 2018
PDF



Improving Hashing by Leveraging Multiple Layers of Deep Networks
Xin Luo, Zhen-Duo chen, Gao-Yuan Du, Xin-Shun Xu*, et al.
Iconip 2017
PDF



Semi-Relaxation Supervised Hashing for Cross-Modal Retrieval
Peng-Fei Zhang, Chuan-Xiang Li, Meng-Yuan Liu, Liqiang Nie*, Xin-Shun Xu*, et al.
ACM MM2017
PDF



Discrete Multi-view Hashing for Effective Image Retrieval
Rui Yang, Yuliang Shi and Xin-Shun Xu*, et al.
ACM International Conference on Multimedia Retrieval (ICMR'17)
PDF



Supervised Cross-modal Hashing Without Relaxation.
Junjie Huang Hua, Xin-Shun Xu*, et al.
IEEE International Conference on Multimedia Expo (ICME'17)
PDF



Supervised Class Graph Preserving Hashing for Image Retrieval and Classification. International Conference on Multimedia Modelling (MMM'17)
Lu Feng, Xin-Shun Xu*, et al.
MMM'17
PDF



M3LH: Multi-modal multi-label hashing for large scale data search. International Conference on Multimedia Modelling (MMM'17)
Guan-Qun Yang, Xin-Shun Xu*, et al.
MMM'17
PDF



SOMH: A self-organizing map based topology preserving hashing method. Neurocomputing, 2016.
Xin-Shun Xu, Xiao-Long Liang, Guan-Qun Yang, et al.
Neurocomputing 2016
PDF



Supervised robust discrete multimodal hashing for cross-media retrieval. ACM International Conference on on Information and Knowledge Management
Ting-Kun Yan, Xin-Shun Xu*, et al.
CIKM' 2016
PDF



Dictionary learning based hashing for cross-modal retrieval. ACM International Conference on Multimedia
Xin Luo, Jian Wang, Xin-Shun Xu*, et al.
MM' 2016
PDF



SOMH: A self-organizing map based topology preserving hashing method. In: Proceedings of International Conference on Multimedia Modelling
Xiao-Long Liang, Xin-Shun Xu*, Lizhen Cui, Shanqing Guo, Xiaolin Wang.
MMM' 2016
PDF



Linear unsupervised hashing for ANN search in Euclidean space. Neurocomputing, 171: 283-292, 2015.
Jian Wang, Xin-Shun Xu*, Shanqing Guo, Lizhen Cui, Xiaolin Wang.
Neurocomputing
PDF



Hashing multi-instance data from bag and instance level. In: Proceeding of Asia-Pacific Web Conference
Yao Yang, Xin-Shun Xu*, Xiaolin Wang, Shanqing Guo, Lizhen Cui.
APWeb' 2015
PDF



A multi-label least-squares hashing for scalable image search. In: Proceedings of SIAM International Conference on Data Mining, Vancouver, CA, 2015.
Sheng-Sheng Wang, Zi Huang, Xin-Shun Xu*.
SDM' 2015
PDF



Joint-Rerank: A novel method for image search reranking. Multimedia Tools and Applications, 74(4): 1423-1442, 2015.
Hong-Mei Hou, Xin-Shun Xu*, Xiao-Lin Wang.
Multimedia Tools and Applications
PDF



A heterogenous automatic feedback semi-supervised method for image reranking.
Xin-Chao Xu, Xin-Shun Xu*, Yafang Wang, Xiaolin Wang.​
CIKM' 2013
PDF





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