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Robust Dominant Periodicity Detection for Time Series with Missing Data


Mar 06, 2023
Qingsong Wen, Linxiao Yang, Liang Sun

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* IEEE ICASSP 2023 
* Accepted by 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023) 

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Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach


Jun 08, 2022
Fan Yang, Kai He, Linxiao Yang, Hongxia Du, Jingbang Yang, Bo Yang, Liang Sun

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* NeurIPS 2021 (Spotlight) 

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NetRCA: An Effective Network Fault Cause Localization Algorithm


Mar 07, 2022
Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang, Linxiao Yang, Kai He, Qingsong Wen, Liang Sun

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* Accepted by ICASSP 2022. NetRCA is the solution of the First Place of 2022 ICASSP AIOps Challenge. All authors are contributed equally, and Qingsong Wen is the team leader (Team Name: MindOps). The website of 2022 ICASSP AIOps Challenge is https://www.aiops.sribd.cn/home/introduction 

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A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition


Sep 18, 2021
Linxiao Yang, Qingsong Wen, Bo Yang, Liang Sun

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* IEEE ICASSP 2021 
* Accepted by 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) 

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Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game


Nov 16, 2019
Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Linxiao Yang, Ngai-Man Cheung

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* Accepted at NeurIPS 2019 

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Low-Rank Phase Retrieval via Variational Bayesian Learning


Nov 05, 2018
Kaihui Liu, Jiayi Wang, Zhengli Xing, Linxiao Yang, Jun Fang

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Simultaneous Block-Sparse Signal Recovery Using Pattern-Coupled Sparse Bayesian Learning


Nov 06, 2017
Hang Xiao, Zhengli Xing, Linxiao Yang, Jun Fang, Yanlun Wu

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Fast Low-Rank Bayesian Matrix Completion with Hierarchical Gaussian Prior Models


Aug 26, 2017
Linxiao Yang, Jun Fang, Huiping Duan, Hongbin Li, Bing Zeng

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An Iterative Reweighted Method for Tucker Decomposition of Incomplete Multiway Tensors


Nov 15, 2015
Linxiao Yang, Jun Fang, Hongbin Li, Bing Zeng

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