Qunwei Li

According to our database1, Qunwei Li authored at least 23 papers between 2012 and 2020.

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Bibliography

2020
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers.
IEEE Trans. Signal Process., 2020

Learning Graph Neural Networks with Approximate Gradient Descent.
CoRR, 2020

A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Quickest Change Detection In Anonymous Heterogeneous Sensor Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
K-Medoids Clustering of Data Sequences With Composite Distributions.
IEEE Trans. Signal Process., 2019

A Look at the Effect of Sample Design on Generalization through the Lens of Spectral Analysis.
CoRR, 2019

On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime.
IEEE J. Sel. Top. Signal Process., 2018

MR-GAN: Manifold Regularized Generative Adversarial Networks.
CoRR, 2018

Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Decision Tree Design for Classification in Crowdsourcing Systems.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Robust AN-Aided Beamforming and Power Splitting Design for Secure MISO Cognitive Radio With SWIPT.
IEEE Trans. Wirel. Commun., 2017

Resource Allocation and Outage Analysis for an Adaptive Cognitive Two-Way Relay Network.
IEEE Trans. Wirel. Commun., 2017

Multi-Object Classification via Crowdsourcing With a Reject Option.
IEEE Trans. Signal Process., 2017

Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines.
CoRR, 2017

Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization.
Proceedings of the 34th International Conference on Machine Learning, 2017

Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance?
Proceedings of the 2nd International Workshop on Social Sensing, 2017

2016
Robust Max-Min Fairness Energy Harvesting in Secure MISO Cognitive Radio With SWIPT.
CoRR, 2016

Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models.
Proceedings of the NIPS 2016 Time Series Workshop, 2016

2014
A Novel Sequential Spectrum Sensing Method in Cognitive Radio Using Suprathreshold Stochastic Resonance.
IEEE Trans. Veh. Technol., 2014

2013
A novel sequential spectrum sensing method in cognitive radio using suprathreshold stochastic resonance.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

A power-efficient cloud-based compressive sensing video communication system.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012
A novel spectrum sensing method in cognitive radio based on suprathreshold stochastic resonance.
Proceedings of IEEE International Conference on Communications, 2012


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