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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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On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times


Jan 11, 2021
Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li


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Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction


Nov 27, 2020
Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua


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Privacy-preserving Collaborative Learning with Automatic Transformation Search


Nov 25, 2020
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu

* 17 pages, 16 figures 

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No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System


Nov 12, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 13 pages, 15 figures 

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No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking system


Nov 04, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 13 pages, 15 figures 

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Performance Optimization for Federated Person Re-identification via Benchmark Analysis


Aug 26, 2020
Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi

* ACMMM'20 

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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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MLModelCI: An Automatic Cloud Platform for Efficient MLaaS


Jun 09, 2020
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 4 pages, 4 figures 

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A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications


Jan 20, 2020
Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye


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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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Soft-ranking Label Encoding for Robust Facial Age Estimation


Jun 09, 2019
Xusheng Zeng, Changxing Ding, Yonggang Wen, Dacheng Tao


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Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning


Apr 23, 2019
Linsen Dong, Guanyu Gao, Yuanlong Li, Yonggang Wen


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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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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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Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning


Jan 15, 2019
Guanyu Gao, Jie Li, Yonggang Wen


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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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Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning


Jul 18, 2018
Yuanlong Li, Yonggang Wen, Kyle Guan, Dacheng Tao


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Intelligent Trainer for Model-Based Reinforcement Learning


May 29, 2018
Yuanlong Li, Linsen Dong, Yonggang Wen, Kyle Guan


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Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM


Jun 07, 2017
Yuanlong Li, Han Hu, Yonggang Wen, Jun Zhang


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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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