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Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment

Nov 16, 2020
Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong


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Deep generative factorization for speech signal

Oct 27, 2020
Haoran Sun, Lantian Li, Yunqi Cai, Yang Zhang, Thomas Fang Zheng, Dong Wang

* Submitted to ICASSP 2021 

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On the Divergence of Decentralized Non-Convex Optimization

Jun 20, 2020
Mingyi Hong, Siliang Zeng, Junyu Zhang, Haoran Sun

* 34 pages 

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Substituting Gadolinium in Brain MRI Using DeepContrast

Jan 15, 2020
Haoran Sun, Xueqing Liu, Xinyang Feng, Chen Liu, Nanyan Zhu, Sabrina J. Gjerswold-Selleck, Hong-Jian Wei, Pavan S. Upadhyayula, Angeliki Mela, Cheng-Chia Wu, Peter D. Canoll, Andrew F. Laine, J. Thomas Vaughan, Scott A. Small, Jia Guo

* The IEEE International Symposium on Biomedical Imaging (ISBI) 2020 

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On Investigation of Unsupervised Speech Factorization Based on Normalization Flow

Oct 29, 2019
Haoran Sun, Yunqi Cai, Lantian Li, Dong Wang


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Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach

Oct 13, 2019
Haoran Sun, Songtao Lu, Mingyi Hong


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Alice's Adventures in the Markovian World

Jul 21, 2019
Zhanzhan Zhao, Haoran Sun

* 9 pages, 4 figures 

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Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms

Jun 06, 2019
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong


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Locating the boundaries of Pareto fronts: A Many-Objective Evolutionary Algorithm Based on Corner Solution Search

Jun 08, 2018
Xinye Cai, Haoran Sun, Chunyang Zhu, Zhenyu Li, Qingfu Zhang


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