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RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Sep 15, 2020
Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo


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Multimodal Image-to-Image Translation via a Single Generative Adversarial Network

Aug 04, 2020
Shihua Huang, Cheng He, Ran Cheng

* pages 13, 15 figures 

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Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction

Mar 26, 2020
Yan Xiao, Yaochu Jin, Ran Cheng, Kuangrong Hao


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Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search

Mar 07, 2020
Haoyu Zhang, Yaochu Jin, Ran Cheng, Kuangrong Hao

* 14 pages, 9 figures 

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Ternary Compression for Communication-Efficient Federated Learning

Mar 07, 2020
Jinjin Xu, Wenli Du, Ran Cheng, Wangli He, Yaochu Jin


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Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs)

Oct 11, 2019
Cheng He, Shihua Huang, Ran Cheng, Kay Chen Tan, Yaochu Jin


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Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks

Jul 10, 2019
Cheng He, Shihua Huang, Ran Cheng, Kay Chen Tan, Yaochu Jin

* 12 pages, 7 figures, 2 tables, regular paer 

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Multiobjective Test Problems with Degenerate Pareto Fronts

Jun 07, 2018
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao

* 20 pages, 8 figures 

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PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization

Jan 04, 2017
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin

* IEEE Computational Intelligence Magazine, 2017, 12(4): 73-87 
* 20 pages, 12 figures, 4 tables 

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