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Siamese Labels Auxiliary Network(SiLaNet)


Mar 06, 2021
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang


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3D Object Classification on Partial Point Clouds: A Practical Perspective


Dec 23, 2020
Zelin Xu, Ke Chen, Tong Zhang, C. L. Philip Chen, Kui Jia


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Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering


Dec 08, 2020
Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen

* Journal extension of our preliminary CVPR conference paper, under review, 16 pages, 8 figures, 12 tables 

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Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning


Mar 22, 2020
Jiamiao Xu, Fangzhao Wang, Qinmu Peng, Xinge You, Shuo Wang, Xiao-Yuan Jing, C. L. Philip Chen

* This article has been accepted by IEEE Transactions on Neural Networks and Learning Systems 

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Efficient Neural Architecture Search: A Broad Version


Jan 18, 2020
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, C. L. Philip Chen

* 8 pages, 2 figures, 2 tables 

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Multi Pseudo Q-learning Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles


Sep 07, 2019
Wenjie Shi, Shiji Song, Cheng Wu, C. L. Philip Chen

* IEEE Transactions on Neural Networks and Learning Systems 

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3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention


May 17, 2019
Zhizhong Han, Xiyang Wang, Chi-Man Vong, Yu-Shen Liu, Matthias Zwicker, C. L. Philip Chen

* To appear at IJCAI2019 

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Online Decisioning Meta-Heuristic Framework for Large Scale Black-Box Optimization


Dec 17, 2018
Mingde Zhao, Hongwei Ge, Yi Lian, C. L. Philip Chen

* 12 Pages. Manuscript submitted for peer review 

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A Many-Objective Evolutionary Algorithm with Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning


Oct 04, 2018
Mingde Zhao, Hongwei Ge, Liang Sun, Zhen Wang, Guozhen Tan, Qiang Zhang, C. L. Philip Chen

* IEEE Transactions on Evolutionary Computation, 2018 
* 15 pages 

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Multi-view Hybrid Embedding: A Divide-and-Conquer Approach


Apr 19, 2018
Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen


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Approximation learning methods of Harmonic Mappings in relation to Hardy Spaces


May 24, 2017
Zhulin Liu, C. L. Philip Chen

* 2016 3rd International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) 

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