Linxiao Yang

Orcid: 0000-0001-9558-7163

According to our database1, Linxiao Yang authored at least 29 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Energy forecasting with robust, flexible, and explainable machine learning algorithms.
AI Mag., December, 2023

Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Robust Dominant Periodicity Detection for Time Series with Missing Data.
Proceedings of the IEEE International Conference on Acoustics, 2023

SADI: A Self-Adaptive Decomposed Interpretable Framework for Electric Load Forecasting Under Extreme Events.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Robust Time Series Analysis and Applications: An Industrial Perspective.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Netrca: An Effective Network Fault Cause Localization Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Fast Compressed Power Spectrum Estimation: Toward a Practical Solution for Wideband Spectrum Sensing.
IEEE Trans. Wirel. Commun., 2020

Unsupervised Deep Spectrum Sensing: A Variational Auto-Encoder Based Approach.
IEEE Trans. Veh. Technol., 2020

Iterative Reweighed Approach for Multiuser Detection with Multiple Measurement Vector in MTC Communications.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

2019
Fast Compressed Power Spectrum Estimation: Towards A Practical Solution for Wideband Spectrum Sensing.
CoRR, 2019

Robust Initialization Estimator and its Application in Solving Quadratic Equations.
IEEE Access, 2019

Low-Rank Phase Retrieval via Variational Bayesian Learning.
IEEE Access, 2019

Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Fast Low-Rank Bayesian Matrix Completion With Hierarchical Gaussian Prior Models.
IEEE Trans. Signal Process., 2018

Phase Retrieval via a Modified Null Vector Estimator.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

2017
Fast Inverse-Free Sparse Bayesian Learning via Relaxed Evidence Lower Bound Maximization.
IEEE Signal Process. Lett., 2017

Sparse Bayesian dictionary learning with a Gaussian hierarchical model.
Signal Process., 2017

Low-Rank Tensor Decomposition-Aided Channel Estimation for Millimeter Wave MIMO-OFDM Systems.
IEEE J. Sel. Areas Commun., 2017

Simultaneous Block-Sparse Signal Recovery Using Pattern-Coupled Sparse Bayesian Learning.
CoRR, 2017

2016
Channel Estimation for Millimeter-Wave Multiuser MIMO Systems via PARAFAC Decomposition.
IEEE Trans. Wirel. Commun., 2016

An Iterative Reweighted Method for Tucker Decomposition of Incomplete Tensors.
IEEE Trans. Signal Process., 2016

Localized Low-Rank Promoting for Recovery of Block-Sparse Signals With Intrablock Correlation.
IEEE Signal Process. Lett., 2016

Adaptive one-bit quantization for compressed sensing.
Signal Process., 2016

Sparse Bayesian dictionary learning with a Gaussian hierarchical model.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
An Iterative Reweighted Method for Tucker Decomposition of Incomplete Multiway Tensors.
CoRR, 2015

Spectral Compressed Sensing via CANDECOMP/PARAFAC Decomposition of Incomplete Tensors.
CoRR, 2015


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