# Qing Ling

According to our database

Collaborative distances:

^{1}, Qing Ling authored at least 116 papers between 2005 and 2020.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

Can Primal Methods Outperform Primal-Dual Methods in Decentralized Dynamic Optimization?

IEEE Trans. Signal Process., 2020

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks.

IEEE Trans. Signal Process., 2020

IEEE Trans. Signal Inf. Process. over Networks, 2020

IEEE Trans. Autom. Control., 2020

HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing.

IEEE Open J. Commun. Soc., 2020

Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data.

CoRR, 2020

Byzantine-Robust Decentralized Stochastic Optimization over Static and Time-Varying Networks.

CoRR, 2020

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Penalty Alternating Direction Method of Multipliers for Decentralized Composite Optimization.

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation.

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

IEEE Trans. Signal Process., 2019

IEEE Trans. Cybern., 2019

An accelerated variance reducing stochastic method with Douglas-Rachford splitting.

Mach. Learn., 2019

Distributed stochastic gradient descent for link prediction in signed social networks.

EURASIP J. Adv. Signal Process., 2019

CoRR, 2019

CoRR, 2019

Novel Algorithm for Blind Classification of Space-Time Block Codes in Cognitive Radio.

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification.

Proceedings of the IEEE International Conference on Acoustics, 2019

Proceedings of the IEEE International Conference on Acoustics, 2019

COLA: Communication-censored Linearized ADMM for Decentralized Consensus Optimization.

Proceedings of the IEEE International Conference on Acoustics, 2019

Byzantine-Robust Stochastic Gradient Descent for Distributed Low-Rank Matrix Completion.

Proceedings of the IEEE Data Science Workshop, 2019

RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets.

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Decentralized RLS With Data-Adaptive Censoring for Regressions Over Large-Scale Networks.

IEEE Trans. Signal Process., 2018

IEEE Trans. Signal Inf. Process. over Networks, 2018

Evacuate Before Too Late: Distributed Backup in Inter-DC Networks with Progressive Disasters.

IEEE Trans. Parallel Distributed Syst., 2018

IEEE Trans. Control. Netw. Syst., 2018

Signal Process., 2018

IEEE Internet Things J., 2018

Int. J. Sens. Networks, 2018

CoRR, 2018

Solving Non-smooth Constrained Programs with Lower Complexity than 𝒪(1/ε): A Primal-Dual Homotopy Smoothing Approach.

CoRR, 2018

Solving Non-smooth Constrained Programs with Lower Complexity than \mathcal{O}(1/\varepsilon): A Primal-Dual Homotopy Smoothing Approach.

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

IEEE Trans. Signal Process., 2017

IEEE Trans. Signal Process., 2017

IEEE Trans. Circuits Syst. Video Technol., 2017

Signal Process., 2017

EURASIP J. Bioinform. Syst. Biol., 2017

CoRR, 2017

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

ADMM-based distributed algorithm for emergency backup in time-variant inter-DC networks.

Proceedings of the IEEE International Conference on Communications, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Proceedings of the 25th European Signal Processing Conference, 2017

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

DQM: Decentralized Quadratically Approximated Alternating Direction Method of Multipliers.

IEEE Trans. Signal Process., 2016

IEEE Trans. Signal Process., 2016

A Decentralized Second-Order Method with Exact Linear Convergence Rate for Consensus Optimization.

IEEE Trans. Signal Inf. Process. over Networks, 2016

SIAM J. Optim., 2016

Joint event detection and environment perception in decentralised wireless sensor networks.

Int. J. Sens. Networks, 2016

Maximizing Utility of Time-Constrained Emergency Backup in Inter-Datacenter Networks.

IEEE Commun. Lett., 2016

$\mathbf{D^3}$: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.

CoRR, 2016

Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent.

CoRR, 2016

Proceedings of the Wireless Algorithms, Systems, and Applications, 2016

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Decentralized constrained consensus optimization with primal dual splitting projection.

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

IEEE Trans. Signal Process., 2015

IEEE Trans. Signal Process., 2015

Communication-Efficient Decentralized Event Monitoring in Wireless Sensor Networks.

IEEE Trans. Parallel Distributed Syst., 2015

SIAM J. Optim., 2015

Int. J. Sens. Networks, 2015

Recoverability of Group Sparse Signals from Corrupted Measurements via Robust Group Lasso.

CoRR, 2015

CoRR, 2015

Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

Proceedings of the 32nd International Conference on Machine Learning, 2015

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Decentralized quadratically approximated alternating direction method of multipliers.

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Proceedings of the 2015 Data Compression Conference, 2015

2014

IEEE Trans. Signal Process., 2014

Decentralized Dynamic Optimization Through the Alternating Direction Method of Multipliers.

IEEE Trans. Signal Process., 2014

Proceedings of the International Conference on Underwater Networks & Systems, Rome, Italy, November 12, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Decentralized Jointly Sparse Optimization by Reweighted l<sub>q</sub> Minimization.

IEEE Trans. Signal Process., 2013

IEEE Trans. Circuits Syst. Video Technol., 2013

IEEE Trans. Circuits Syst. Video Technol., 2013

Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

Linearly convergent decentralized consensus optimization with the alternating direction method of multipliers.

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the 21st European Signal Processing Conference, 2013

2012

IEEE Trans. Signal Process., 2012

Distributed Sensor Allocation for Multi-Target Tracking in Wireless Sensor Networks.

IEEE Trans. Aerosp. Electron. Syst., 2012

A multi-block alternating direction method with parallel splitting for decentralized consensus optimization.

EURASIP J. Wirel. Commun. Netw., 2012

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Localized sensor management for multi-target tracking in wireless sensor networks.

Inf. Fusion, 2011

Integrating preference based weighted sum into evolutionary multi-objective optimization.

Proceedings of the Seventh International Conference on Natural Computation, 2011

Decentralized support detection of multiple measurement vectors with joint sparsity.

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Decentralized sparse signal recovery for compressive sleeping wireless sensor networks.

IEEE Trans. Signal Process., 2010

Energy-efficient decentralized event detection in large-scale wireless sensor networks.

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Distributed decision-making in wireless sensor networks for online structural health monitoring.

J. Commun. Networks, 2009

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Appl. Soft Comput., 2008

2007

Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

IEEE Trans. Consumer Electron., 2007

Minimum Node Degree and k-Connectivity of a Wireless Multihop Network in Bounded Area.

Proceedings of the Global Communications Conference, 2007

2005

Restricted evolution based multimodal function optimization in holographic grating design.

Proceedings of the IEEE Congress on Evolutionary Computation, 2005