# Qing Ling

According to our database1, Qing Ling authored at least 116 papers between 2005 and 2020.

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

Book
In proceedings
Article
PhD thesis
Other

## 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

Communication-Censored Linearized ADMM for Decentralized Consensus Optimization.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Quantum State Filter With Disturbance and Noise.
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

Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation Learning.
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

Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Byzantine-Robust Decentralized Stochastic Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Stochastic Admm For Byzantine-Robust Distributed Learning.
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
Communication-Censored ADMM for Decentralized Consensus Optimization.
IEEE Trans. Signal Process., 2019

An Efficient and Fast Quantum State Estimator With Sparse Disturbance.
IEEE Trans. Cybern., 2019

An accelerated variance reducing stochastic method with Douglas-Rachford splitting.
Mach. Learn., 2019

EURASIP J. Adv. Signal Process., 2019

Convolutional Neural Networks for Space-Time Block Coding Recognition.
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

Proceedings of the IEEE International Conference on Acoustics, 2019

Byzantine-resilient Distributed Large-scale Matrix Completion.
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

Decentralized Consensus Optimization With Asynchrony and Delays.
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

Robust decentralized dynamic optimization at presence of malfunctioning agents.
Signal Process., 2018

Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT.
IEEE Internet Things J., 2018

Distributed constrained optimisation over cloud-based multi-agent networks.
Int. J. Sens. Networks, 2018

Asynchronous Stochastic Composition Optimization with Variance Reduction.
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

Tensor-Based Light Field Denoising by Integrating Super-Resolution.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Robust Decentralized Dynamic Optimization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

COCA: Communication-Censored ADMM for Decentralized Consensus Optimization.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Network Newton Distributed Optimization Methods.
IEEE Trans. Signal Process., 2017

An Online Convex Optimization Approach to Proactive Network Resource Allocation.
IEEE Trans. Signal Process., 2017

Magic Glasses: From 2D to 3D.
IEEE Trans. Circuits Syst. Video Technol., 2017

Video restoration based on a novel second order nonlocal total variation model.
Signal Process., 2017

Biomedical informatics with optimization and machine learning.
EURASIP J. Bioinform. Syst. Biol., 2017

An Online Convex Optimization Approach to Dynamic Network Resource Allocation.
CoRR, 2017

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

Frugal calibration of mutual coupling in large scale antenna array.
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

Distributed recursive least-squares with data-adaptive censoring.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Decentralized bundle method for nonsmooth consensus optimization.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Online convex optimization for dynamic network resource allocation.
Proceedings of the 25th European Signal Processing Conference, 2017

Asynchronous periodic event-triggered coordination of multi-agent systems.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Online learning for "thing-adaptive" Fog Computing in IoT.
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

Weighted ADMM for Fast Decentralized Network Optimization.
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

On the Convergence of Decentralized Gradient Descent.
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

Distributed Constrained Optimization Over Cloud-Based Multi-agent Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2016

Learning A Deep ℓ<sub>∞</sub> Encoder for Hashing.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Communication-efficient weighted ADMM for decentralized network optimization.
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

Robust group LASSO over decentralized networks.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Distributed network resource allocation with integer constraints.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A decentralized Second-Order Method for Dynamic Optimization.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

ESOM: Exact second-order method for consensus optimization.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Learning Deep ℓ<sub>0</sub> Encoders.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
A Proximal Gradient Algorithm for Decentralized Composite Optimization.
IEEE Trans. Signal Process., 2015

DLM: Decentralized Linearized Alternating Direction Method of Multipliers.
IEEE Trans. Signal Process., 2015

Communication-Efficient Decentralized Event Monitoring in Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2015

EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization.
SIAM J. Optim., 2015

A decentralised linear programming approach to energy-efficient event detection.
Int. J. Sens. Networks, 2015

Recoverability of Group Sparse Signals from Corrupted Measurements via Robust Group Lasso.
CoRR, 2015

Decentralized learning for wireless communications and networking.
CoRR, 2015

Enabling SCMA long codewords with a parallel SCMA coding scheme.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

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

A proximal gradient algorithm for decentralized nondifferentiable optimization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An approximate Newton method for distributed optimization.
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

Augmented Bayesian Compressive Sensing.
Proceedings of the 2015 Data Compression Conference, 2015

2014
On the Linear Convergence of the ADMM in Decentralized Consensus Optimization.
IEEE Trans. Signal Process., 2014

Decentralized Dynamic Optimization Through the Alternating Direction Method of Multipliers.
IEEE Trans. Signal Process., 2014

Energy Constrained Multi-Platform Network Underwater Detection Performance.
Proceedings of the International Conference on Underwater Networks & Systems, Rome, Italy, November 12, 2014

Decentralized linearized alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Acoustics, 2014

Network Newton.
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

Robust Temporal-Spatial Decomposition and Its Applications in Video Processing.
IEEE Trans. Circuits Syst. Video Technol., 2013

Detection of Blotch and Scratch in Video Based on Video Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2013

Fast algorithms to solve the Dantzig selector.
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

High-dimensional sparse covariance estimation for random signals.
Proceedings of the IEEE International Conference on Acoustics, 2013

A linearized bregman algorithm for decentralized basis pursuit.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
DOA Estimation Using a Greedy Block Coordinate Descent Algorithm.
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

Sparse FIR estimation of low-order systems.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Mixed Gaussian-impulse video noise removal via temporal-spatial decomposition.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Video error concealment via total variation regularized matrix completion.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Video frame interpolation using 3-D total variation regularized completion.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Decentralized low-rank matrix completion.
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

Denoising and error correction in wireless sensor networks.
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

A decentralized Gauss-Seidel approach for in-network sparse signal recovery.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
Crowding clustering genetic algorithm for multimodal function optimization.
Appl. Soft Comput., 2008

2007
Deterministic Robust Optimal Design Based on Standard Crowding Genetic Algorithm.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

Piecewise Patching for Time-shifted TV Over HFC Networks.
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