Qing Ling

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Trust-Region Based Stochastic Variational Inference for Distributed and Asynchronous Networks.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., 2022

Out-of-Distribution Detection via Conditional Kernel Independence Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Byzantine-Robust Federated Deep Deterministic Policy Gradient.

[BibT_eX]

[DOI]

Qifeng Lin

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Deep Adversarial Data Augmentation for Extremely Low Data Regimes.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Decentralized TD(0) With Gradient Tracking.

[BibT_eX]

[DOI]

Qifeng Lin

IEEE Signal Process. Lett., 2021

Double auction and profit maximization mechanism for jobs with heterogeneous durations in cloud federations.

[BibT_eX]

[DOI]

J. Cloud Comput., 2021

Real-Time OFDM Signal Modulation Classification Based on Deep Learning and Software-Defined Radio.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

Self-Inference Of Others' Policies For Homogeneous Agents In Cooperative Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Qifeng Lin

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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

[BibT_eX]

[DOI]

Jie Peng

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

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

Byzantine-Robust Decentralized Stochastic Optimization.

[BibT_eX]

[DOI]

Jie Peng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Spatiotemporal Convolutional LSTM for Radar Echo Extrapolation.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

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

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

Mach. Learn., 2019

Convolutional Neural Networks for Space-Time Block Coding Recognition.

[BibT_eX]

[DOI]

Wenjun Yan

Limin Zhang

CoRR, 2019

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

[BibT_eX]

[DOI]

Wenjun Yan

Limin Zhang

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

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Byzantine-resilient Distributed Large-scale Matrix Completion.

[BibT_eX]

[DOI]

Feng Lin

Zhiwei Xiong

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Asynchronous Stochastic Composition Optimization with Variance Reduction.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2017

Network Newton Distributed Optimization Methods.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Magic Glasses: From 2D to 3D.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Video restoration based on a novel second order nonlocal total variation model.

[BibT_eX]

[DOI]

Signal Process., 2017

Biomedical informatics with optimization and machine learning.

[BibT_eX]

[DOI]

EURASIP J. Bioinform. Syst. Biol., 2017

Frugal calibration of mutual coupling in large scale antenna array.

[BibT_eX]

[DOI]

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

2016

DQM: Decentralized Quadratically Approximated Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Learning A Deep ℓ<sub>∞</sub> Encoder for Hashing.

[BibT_eX]

[DOI]

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

Decentralized constrained consensus optimization with primal dual splitting projection.

[BibT_eX]

[DOI]

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

Robust group LASSO over decentralized networks.

[BibT_eX]

[DOI]

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

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.

[BibT_eX]

[DOI]

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

A decentralized Second-Order Method for Dynamic Optimization.

[BibT_eX]

[DOI]

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

ESOM: Exact second-order method for consensus optimization.

[BibT_eX]

[DOI]

Wei Shi

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

Learning Deep ℓ<sub>0</sub> Encoders.

[BibT_eX]

[DOI]

Zhangyang Wang

Thomas S. Huang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

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

[BibT_eX]

[DOI]

Xiaohan Wei

Zhu Han

CoRR, 2015

Enabling SCMA long codewords with a parallel SCMA coding scheme.

[BibT_eX]

[DOI]

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

Multi-Task Learning for Subspace Segmentation.

[BibT_eX]

[DOI]

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

An approximate Newton method for distributed optimization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Decentralized quadratically approximated alternating direction method of multipliers.

[BibT_eX]

[DOI]

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

Augmented Bayesian Compressive Sensing.

[BibT_eX]

[DOI]

David P. Wipf

Jeong-Min Yun

Proceedings of the 2015 Data Compression Conference, 2015

2014

Decentralized Dynamic Optimization Through the Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Energy Constrained Multi-Platform Network Underwater Detection Performance.

[BibT_eX]

[DOI]

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

Decentralized linearized alternating direction method of multipliers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Network Newton.

[BibT_eX]

[DOI]

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

2013

Robust Temporal-Spatial Decomposition and Its Applications in Video Processing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Detection of Blotch and Scratch in Video Based on Video Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Fast algorithms to solve the Dantzig selector.

[BibT_eX]

[DOI]

Liang Li

Yongcheng Li

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

2012

DOA Estimation Using a Greedy Block Coordinate Descent Algorithm.

[BibT_eX]

[DOI]

Xiaohan Wei

Yabo Yuan