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Information Maximization Clustering via Multi-View Self-Labelling


Mar 12, 2021
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas


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Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search


Feb 28, 2021
Guoyang Xie, Jinbao Wang, Guo Yu, Feng Zheng, Yaochu Jin


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A Federated Data-Driven Evolutionary Algorithm


Feb 16, 2021
Jinjin Xu, Yaochu Jin, Wenli Du, Sai Gu


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Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks


Jan 16, 2021
Jia Liu, Yaochu Jin


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Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification


Jan 10, 2021
Yan Xiao, Yaochu Jin, Kuangrong Hao


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Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments


Dec 25, 2020
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai


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A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-driven Dynamic Optimization


Dec 14, 2020
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai


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Image Clustering using an Augmented Generative Adversarial Network and Information Maximization


Nov 08, 2020
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas


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Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm


Mar 27, 2020
Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp, Yaochu Jin, Ricardo Cerri


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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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Real-time Federated Evolutionary Neural Architecture Search


Mar 04, 2020
Hangyu Zhu, Yaochu Jin


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A Survey of Deep Learning Applications to Autonomous Vehicle Control


Dec 23, 2019
Sampo Kuutti, Richard Bowden, Yaochu Jin, Phil Barber, Saber Fallah

* 23 pages, 3 figures, Accepted in IEEE Transactions on Intelligent Transportation Systems 

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CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation


Nov 20, 2019
Yushuai Hu, Yaochu Jin, Runhua Li, Xiangxiang Zhang


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Identification of Interaction Clusters Using a Semi-supervised Hierarchical Clustering Method


Oct 20, 2019
Yu Chen, Yuanyuan Yang, Yaochu Jin, Xiufen Zou


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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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Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation


Mar 18, 2019
Yang Chen, Xiaoyan Sun, Yaochu Jin


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Multi-objective Evolutionary Federated Learning


Dec 18, 2018
Hangyu Zhu, Yaochu Jin


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A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS


Oct 30, 2018
Bin Liu, Yaochu Jin

* 5 pages, 3 figures 

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Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results


Jun 08, 2017
Yuan Yuan, Yew-Soon Ong, Liang Feng, A. K. Qin, Abhishek Gupta, Bingshui Da, Qingfu Zhang, Kay Chen Tan, Yaochu Jin, Hisao Ishibuchi

* 11 pages, 5 pages, technical report 

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An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network


Feb 20, 2017
Joseph Chrol-Cannon, Yaochu Jin, André Grüning

* 17 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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