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Towards understanding the power of quantum kernels in the NISQ era


Mar 31, 2021
Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao


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A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning


Feb 05, 2021
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

* 11 pages, 16 figures 

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Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud


Jun 09, 2020
Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Nguyen Binh Duong Ta

* 4 pages, 4 figures 

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Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning


Jan 03, 2020
Huaizheng Zhang, Yong Luo, Qiming Ai, Yonggang Wen

* 8 pages, 5 figures 

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Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm


Jul 31, 2019
Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao

* 6 pages, 6 figures 

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Large Margin Multi-modal Multi-task Feature Extraction for Image Classification


Apr 08, 2019
Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu

* IEEE Transactions on Image Processing (Volume: 25, Issue: 1, Jan. 2016) 

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Heterogeneous Multi-task Metric Learning across Multiple Domains


Apr 08, 2019
Yong Luo, Yonggang Wen, Dacheng Tao

* IEEE Transactions on Neural Networks and Learning Systems (Volume: 29, Issue: 9, Sept. 2018) 

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Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain


Apr 08, 2019
Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao

* IEEE Transactions on Pattern Analysis and Machine Intelligence (Volume: 41, Issue: 4, April 1 2019) 

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Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification


Apr 08, 2019
Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen

* IEEE Transactions on Neural Networks and Learning Systems (Volume: 24, Issue: 5, May 2013) 

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Multi-View Matrix Completion for Multi-Label Image Classification


Apr 08, 2019
Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu

* IEEE Transactions on Image Processing (Volume: 24, Issue: 8, Aug. 2015) 

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Decomposition-Based Transfer Distance Metric Learning for Image Classification


Apr 08, 2019
Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu


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Cost-Sensitive Feature Selection by Optimizing F-Measures


Apr 04, 2019
Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao


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Transfer Metric Learning: Algorithms, Applications and Outlooks


Oct 10, 2018
Yong Luo, Yonggang Wen, Ling-Yu Duan, Dacheng Tao

* 14 pages, 5 figures 

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Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction


Feb 09, 2015
Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu

* 20 pages, 10 figures 

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