- Q. Li and P. K. Varshney. Optimal Crowdsourced Labeling with a Reject Option in the Presence of Spammers. To be submitted to IEEE Transactions on Signal Processing.
- Q. Li, B. Kailkhura, R. Goldhahn, P. Ray, P. K. Varshney. Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines. To be submitted to Journal of Machine Learning Research.
- T. Wang, Q. Li, D. J. Bucci, Y. Liang, B. Chen and P. K. Varshney. K-medoids Clustering of Data Sequences with Composite Distributions. To appear in IEEE Transactions on Signal Processing.
- Q. Li, T. Wang, D. J. Bucci, Y. Liang, B. Chen and P. K. Varshney. Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. IEEE Journal of Selected Topics in Signal Processing, vol. 12, no. 5, pp. 1005-1014, Oct 2018.
- Q. Li, A. Vempaty, L. R. Varshney, and P. K. Varshney. Multi-object Classification via Crowdsourcing with a Reject Option. IEEE Transactions on Signal Processing, vol. 65, no. 4, pp. 1068-1081, 2017.
- Q. Li, B. Kaikhura, J. J. Thiagarajan, Z. Zhang, and P. K. Varshney. Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. Journal of Machine Learning Research, vol. 55, 2016.
- F. Zhou, Z. Li, J. Cheng, Q. Li, and J. Si. Robust AN-Aided Beamforming and Power Splitting Design for Secure MISO Cognitive Radio With SWIPT. IEEE Transactions on Wireless Communications, vol. 16, no. 4, pp. 2450-2464, 2017.
- Q. Li, and P. K. Varshney. Resource Allocation and Outage Analysis for An Adaptive Cognitive Two-Way Relay Network. IEEE Transactions on Wireless Communications, vol. 16, no. 7, pp. 4727-4737, 2017.
- Q. Li, and Z. Li. A Novel Sequential Spectrum Sensing Method in Cognitive Radio Using Suprathreshold Stochastic Resonance. IEEE Transactions on Vehicular Technology, vol. 63, no. 4, pp. 1717-1725, 2014.
- R. Gao, Z. Li, Q. Li, Y. Liang, and L. Lai. A Spectrum Sensing Method and Performance Analysis Based on Stochastic Resonance Under Low SNR. Acta Electronica Sinica, vol. 41, no. 9, pp. 1672-1679, 2013, (Chinese version).
- Y. Liu, Y. Ren, Q. Li, and L. Wang. FPGA-based Parallel Algorithm for Real-time Histogram Equalization and the New Architecture for Delivering. Infrared Technology, vol. 32, no. 3, pp. 148-151, 2010, (Chinese version).
- Q. Li, B. Kailkhura, R. Goldhahn, P. Ray, P. K. Varshney. Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines. https://arxiv.org/pdf/1710.05241.pdf
- Q. Li, B. Kailkhura, R. Anirudh, Y. Zhou, Y. Liang, P. K. Varshney. MR-GAN: Manifold Regularized Generative Adversarial Networks. https://arxiv.org/pdf/1811.10427.pdf
- B. Geng, Q. Li, P. K. Varshney. Decision Tree Design for Classification in Crowdsourcing Systems. Asilomar 2018.
- Q. Li, P. K. Varshney. Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. Accepted at ICASSP 2018.
- Q. Li, Y. Zhou, Y. Liang, and P. K. Varshney. Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. ICML 2017, vol. 60, pp. 2111–2119.
- Q. Li and P. K. Varshney. Does Confidence Reporting From the Crowd Benefit Crowdsourcing Performance? SOCIALSENS 2017, no. 6, pp. 49–54.
- Q. Li, B. Kaikhura, J. J. Thiagarajan, Z. Zhang, and P. K. Varshney. Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. NIPS Time Series Workshop, 2016.
- Q. Li, Z. Li, J. Si, and R. Gao. A Novel Sequential Spectrum Sensing Method in Cognitive Radio Using Suprathreshold Stochastic Resonance. IEEE GLOBECOM 2013, Atlanta, USA, pp. 1143-1148.
- M. Wang, S. Xiao, L. Quan, and Q. Li. A Power-efficient Cloud-based Compressive Sensing Video Communication System. APSIPA ASC 2013, Taiwan.
- Q. Li, Z. Li, J. Shen, and R. Gao. A Novel Spectrum Sensing Method in Cognitive Radio Based on Suprathreshold Stochastic Resonance. IEEE ICC 2012, Ottawa, pp. 4426-4430