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Instance Space Analysis for the Car Sequencing Problem

Dec 18, 2020
Yuan Sun, Samuel Esler, Dhananjay Thiruvady, Andreas T. Ernst, Xiaodong Li, Kerri Morgan


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On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection

Oct 27, 2020
Sheng Wang, Yuan Sun, Zhifeng Bao

* PVLDB, 14(2): 163 - 175, 2021 
* accepted to VLDB 2021; this is a technical report with five-page appendix 

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Boosting Ant Colony Optimization via Solution Prediction and Machine Learning

Jul 29, 2020
Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley


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Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems

May 12, 2020
Yuan Sun, Andreas Ernst, Xiaodong Li, Jake Weiner


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Improving MMD-GAN Training with Repulsive Loss Function

Jan 16, 2019
Wei Wang, Yuan Sun, Saman Halgamuge

* Published as a conference paper at ICLR 2019. 9-page main text (11 pages including reference), 13-page appendix 

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Method of Tibetan Person Knowledge Extraction

Apr 11, 2016
Yuan Sun, Zhen Zhu

* 6 pages 

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