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2018

Conference Publication

Discrete binary hashing towards efficient fashion recommendation

Liu, Luyao, Du, Xingzhong, Zhu, Lei, Shen, Fumin and Huang, Zi (2018). Discrete binary hashing towards efficient fashion recommendation. 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, Gold Coast, QLD Australia, 21 - 24 May 2018. Germany: Springer. doi: 10.1007/978-3-319-91452-7_8

Discrete binary hashing towards efficient fashion recommendation

2018

Conference Publication

Modal-adversarial semantic learning network for extendable cross-modal retrieval

Xu, Xing, Song, Jingkuan, Lu, Huimin, Yang, Yang, Shen, Fumin and Huang, Zi (2018). Modal-adversarial semantic learning network for extendable cross-modal retrieval. 8th ACM International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, 11-14 June 2018. New York, NY, United States: Association for Computing Machinery, Inc. doi: 10.1145/3206025.3206033

Modal-adversarial semantic learning network for extendable cross-modal retrieval

2017

Journal Article

Exploiting detected visual objects for frame-level video filtering

Du, Xingzhong, Yin, Hongzhi, Huang, Zi, Yang, Yi and Zhou, Xiaofang (2017). Exploiting detected visual objects for frame-level video filtering. World Wide Web, 21 (5), 1-26. doi: 10.1007/s11280-017-0505-6

Exploiting detected visual objects for frame-level video filtering

2017

Journal Article

Guest Editorial: Knowledge-Based Multimedia Computing

Li, Liang, Huang, Zi, Zha, Zheng-Jun and Jiang, Shuqiang (2017). Guest Editorial: Knowledge-Based Multimedia Computing. Multimedia Tools and Applications, 76 (23), 24955-24959. doi: 10.1007/s11042-017-5212-x

Guest Editorial: Knowledge-Based Multimedia Computing

2017

Journal Article

Bilinear optimized product quantization for scalable visual content analysis

Yu, Litao, Huang, Zi, Shen, Fumin, Song, Jingkuan, Shen, Heng Tao and Zhou, Xiaofang (2017). Bilinear optimized product quantization for scalable visual content analysis. IEEE Transactions On Image Processing, 26 (10) 7964737, 5057-5069. doi: 10.1109/TIP.2017.2722224

Bilinear optimized product quantization for scalable visual content analysis

2017

Journal Article

Discrete nonnegative spectral clustering

Yang, Yang, Shen, Fumin, Huang, Zi, Shen, Heng Tao and Li, Xuelong (2017). Discrete nonnegative spectral clustering. IEEE Transactions On Knowledge and Data Engineering, 29 (9) 7920371, 1834-1845. doi: 10.1109/TKDE.2017.2701825

Discrete nonnegative spectral clustering

2017

Journal Article

Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search

Zhu, Lei, Huang, Zi, Liu, Xiaobai, He, Xiangnan, Sun, Jiande and Zhou, Xiaofang (2017). Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search. IEEE Transactions on Multimedia, 19 (9) 7984879, 2066-2079. doi: 10.1109/TMM.2017.2729025

Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search

2017

Journal Article

Fast parallel path concatenation for graph extraction

Shao, Yingxia, Lei, Kai , Chen, Lei, Huang, Zi, Cui, Bin, Liu, Zhongyi, Tong, Yunhai and Xu, Jin (2017). Fast parallel path concatenation for graph extraction. IEEE Transactions on Knowledge & Data Engineering, 29 (10) 7953521, 2210-2222. doi: 10.1109/TKDE.2017.2716939

Fast parallel path concatenation for graph extraction

2017

Journal Article

Hierarchical latent concept discovery for video event detection

Li, Chao, Huang, Zi, Yang, Yang, Cao, Jiewei, Sun, Xiaoshuai and Shen, Heng Tao (2017). Hierarchical latent concept discovery for video event detection. IEEE Transactions on Image Processing, 26 (5) 7858791, 2149-2162. doi: 10.1109/TIP.2017.2670782

Hierarchical latent concept discovery for video event detection

2017

Journal Article

Robust discrete code modeling for supervised hashing

Luo, Yadan, Yang, Yang, Shen, Fumin, Huang, Zi, Zhou, Pan and Shen, Heng Tao (2017). Robust discrete code modeling for supervised hashing. Pattern Recognition, 75, 128-135. doi: 10.1016/j.patcog.2017.02.034

Robust discrete code modeling for supervised hashing

2017

Conference Publication

From community detection to community profiling

Cai, Hongyun, Zheng, Vincent W., Zhu, Fanwei, Chang, Kevin Chen-Chuan and Huang, Zi (2017). From community detection to community profiling. 43rd International Conference on Very Large Data Bases, VLDB 2017, Munich, Germany, 28 August - 1 September 2017. New York, NY, United States: Association for Computing Machinery. doi: 10.14778/3067421.3067430

From community detection to community profiling

2017

Conference Publication

Unifying multi-source social media data for personalized travel route planning

Hu, Gang, Shao, Jie, Shen, Fumin, Huang, Zi and Tao Shen, Heng (2017). Unifying multi-source social media data for personalized travel route planning. 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2017, Shinjuku, Tokyo, Japan, 07-11 August 2017. New York, New York, United States: Association for Computing Machinery. doi: 10.1145/3077136.3080672

Unifying multi-source social media data for personalized travel route planning

2017

Conference Publication

Local deep descriptors in bag-of-words for image retrieval

Cao, Jiewei, Huang, Zi and Shen, Heng Tao (2017). Local deep descriptors in bag-of-words for image retrieval. Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, 23-27 October 2017. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/3126686.3127018

Local deep descriptors in bag-of-words for image retrieval

2017

Conference Publication

Two birds one stone: On both cold-start and long-tail recommendation

Li, Jingjing, Lu, Ke, Huang, Zi and Shen, Heng Tao (2017). Two birds one stone: On both cold-start and long-tail recommendation. 25th ACM International Conference on Multimedia, MM 2017, California, United States, 23-27 October 2017. New York NY United States: Association for Computing Machinery. doi: 10.1145/3123266.3123316

Two birds one stone: On both cold-start and long-tail recommendation

2017

Conference Publication

Preface

Huang, Zi, Xiao, Xiaokui and Cao, Xin (2017). Preface. 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, Australia, September 25–28, 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-68155-9

Preface

2017

Conference Publication

POI popularity prediction via hierarchical fusion of multiple social clues

Duan, Yaqian, Wang, Xinze, Yang, Yang, Huang, Zi, Xie, Ning and Shen, Heng Tao (2017). POI popularity prediction via hierarchical fusion of multiple social clues. 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2017, Tokyo, Shinjuku Japan, 7-11 August 2017. New York City, New York, United States: Association for Computing Machinery. doi: 10.1145/3077136.3080701

POI popularity prediction via hierarchical fusion of multiple social clues

2017

Conference Publication

Adaptively attending to visual attributes and linguistic knowledge for captioning

Bin, Yi, Yang, Yang, Zhou, Jie, Huang, Zi and Shen, Heng Tao (2017). Adaptively attending to visual attributes and linguistic knowledge for captioning. 25th ACM International Conference on Multimedia, MM 2017, Mountain View, CA, 23-27 October 2017. New York City, NY, United States: Association for Computing Machinery. doi: 10.1145/3123266.3123391

Adaptively attending to visual attributes and linguistic knowledge for captioning

2017

Conference Publication

Transductive visual-semantic embedding for zero-shot learning

Xu, Xing, Shen, Fumin, Yang, Yang, Shao, Jie and Huang, Zi (2017). Transductive visual-semantic embedding for zero-shot learning. 2017 ACM on International Conference on Multimedia Retrieval, Bucharest, Romania, 06--09 June 2017. New York, New York, United States: ACM (Association for Computing Machinery) Press. doi: 10.1145/3078971.3078977

Transductive visual-semantic embedding for zero-shot learning

2017

Conference Publication

An integrated model for effective saliency prediction

Sun, Xiaoshuai, Huang, Zi, Yin, Hongzhi and Shen, Heng Tao (2017). An integrated model for effective saliency prediction. 31st AAAI Conference on Artificial Intelligence, AAAI 2017, San Francisco, CA., United States, 04-10 February 2017. Palo Alto, CA., United States: AAAI press.

An integrated model for effective saliency prediction

2017

Conference Publication

An integrated model for effective saliency prediction

Sun, Xiaoshuai, Huang, Zi, Yin, Hongzhi and Shen, Heng Tao (2017). An integrated model for effective saliency prediction. AAAI Conference on Artificial Intelligence, San Francisco, CA, United States, 4-9 February 2017. Palo Alto, CA, United States: Association for the Advancement of Artificial Intelligence.

An integrated model for effective saliency prediction