Qunwei Li

Proceedings of the IEEE International Conference on Acoustics, 2022

Prototypical Contrastive Learning and Adaptive Interest Selection for Candidate Generation in Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2021

Utility-Theory-Based Optimal Resource Consumption for Inference in IoT Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Escaping Saddle Points in Nonconvex Minimax Optimization via Cubic-Regularized Gradient Descent-Ascent.

[BibT_eX]

[DOI]

Ziyi Chen

Yi Zhou

CoRR, 2021

A Computationally Efficient Algorithm for Quickest Change Detection in Anonymous Heterogeneous Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Learning Graph Neural Networks with Approximate Gradient Descent.

[BibT_eX]

[DOI]

Shaofeng Zou

Wenliang Zhong

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning.

[BibT_eX]

[DOI]

Bhavya Kailkhura

Jayaraman J. Thiagarajan

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.

[BibT_eX]

[DOI]

Zhongchang Sun

Shaofeng Zou

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

K-Medoids Clustering of Data Sequences With Composite Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

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

[BibT_eX]

[DOI]

Bhavya Kailkhura

Jayaraman J. Thiagarajan

Peer-Timo Bremer

CoRR, 2019

On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning.

[BibT_eX]

[DOI]

Saikiran Bulusu

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Nonparametric Composite Hypothesis Testing in an Asymptotic Regime.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

MR-GAN: Manifold Regularized Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Decision Tree Design for Classification in Crowdsourcing Systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Resource Allocation and Outage Analysis for an Adaptive Cognitive Two-Way Relay Network.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Multi-Object Classification via Crowdsourcing With a Reject Option.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance?

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Social Sensing, 2017

2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models.

[BibT_eX]

[DOI]

Bhavya Kailkhura

Jayaraman J. Thiagarajan

Zhenliang Zhang

Proceedings of the NIPS 2016 Time Series Workshop, 2016

2014

A Novel Sequential Spectrum Sensing Method in Cognitive Radio Using Suprathreshold Stochastic Resonance.

[BibT_eX]

[DOI]