Qunwei Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Statistical Mechanics

Hypothesis Test

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Wirel. Commun.

Publications

Sicong Xie, Qunwei Li, Weidi Xu, Kaiming Shen, Shaohu Chen, Wenliang Zhong
Denoising Time Cycle Modeling for Recommendation. CoRR (2024)
Zexi Li, Qunwei Li, Yi Zhou, Wenliang Zhong, Guannan Zhang, Chao Wu
Edge-cloud Collaborative Learning with Federated and Centralized Features. CoRR (2023)
Ziyi Chen, Zhengyang Hu, Qunwei Li, Zhe Wang, Yi Zhou
A Cubic Regularization Approach for Finding Local Minimax Points in Nonconvex Minimax Optimization. Trans. Mach. Learn. Res. 2023 (2023)
Youru Li, Xiaobo Guo, Wenfang Lin, Mingjie Zhong, Qunwei Li, Zhongyi Liu, Wenliang Zhong, Zhenfeng Zhu
Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Zexi Li, Qunwei Li, Yi Zhou, Wenliang Zhong, Guannan Zhang, Chao Wu
Edge-cloud Collaborative Learning with Federated and Centralized Features. SIGIR (2023)
Baocheng Geng, Qunwei Li, Pramod K. Varshney
Human Decision Making with Bounded Rationality. ICASSP (2022)
Sicong Xie, Qunwei Li, Weidi Xu, Kaiming Shen, Shaohu Chen, Wenliang Zhong
Denoising Time Cycle Modeling for Recommendation. SIGIR (2022)
Ningning Li, Qunwei Li, Xichen Ding, Shaohu Chen, Wenliang Zhong
Prototypical Contrastive Learning and Adaptive Interest Selection for Candidate Generation in Recommendations. CIKM (2022)
Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney
Robust Decentralized Learning Using ADMM With Unreliable Agents. IEEE Trans. Signal Process. 70 (2022)
Zhongchang Sun, Shaofeng Zou, Ruizhi Zhang, Qunwei Li
Quickest Change Detection in Anonymous Heterogeneous Sensor Networks. IEEE Trans. Signal Process. 70 (2022)
Ningning Li, Qunwei Li, Xichen Ding, Shaohu Chen, Wenliang Zhong
Prototypical Contrastive Learning and Adaptive Interest Selection for Candidate Generation in Recommendations. CoRR (2022)
Qunwei Li, Shaofeng Zou, Wenliang Zhong
Learning Graph Neural Networks with Approximate Gradient Descent. AAAI (2021)
Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Jize Zhang, Yi Zhou, Yingbin Liang, Thomas Yong-Jin Han, Pramod K. Varshney
MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data. SIAM J. Math. Data Sci. 3 (4) (2021)
Ziyi Chen, Qunwei Li, Yi Zhou
Escaping Saddle Points in Nonconvex Minimax Optimization via Cubic-Regularized Gradient Descent-Ascent. CoRR (2021)
Zhongchang Sun, Qunwei Li, Ruizhi Zhang, Shaofeng Zou
A Computationally Efficient Algorithm for Quickest Change Detection in Anonymous Heterogeneous Sensor Networks. ISIT (2021)
Baocheng Geng, Qunwei Li, Pramod K. Varshney
Utility-Theory-Based Optimal Resource Consumption for Inference in IoT Systems. IEEE Internet Things J. 8 (15) (2021)
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Qunwei Li, Jize Zhang, Yi Zhou, Timo Bremer
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning. NeurIPS (2020)
Qunwei Li, Shaofeng Zou, Wenliang Zhong
Learning Graph Neural Networks with Approximate Gradient Descent. CoRR (2020)
Zhongchang Sun, Shaofeng Zou, Qunwei Li
Quickest Change Detection In Anonymous Heterogeneous Sensor Networks. ICASSP (2020)
Baocheng Geng, Qunwei Li, Pramod K. Varshney
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. IEEE Trans. Signal Process. 68 (2020)
Saikiran Bulusu, Qunwei Li, Pramod K. Varshney
On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning. GlobalSIP (2019)
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Qunwei Li, Peer-Timo Bremer
A Look at the Effect of Sample Design on Generalization through the Lens of Spectral Analysis. CoRR (2019)
Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
K-Medoids Clustering of Data Sequences With Composite Distributions. IEEE Trans. Signal Process. 67 (8) (2019)
Baocheng Geng, Qunwei Li, Pramod K. Varshney
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. CoRR (2019)
Baocheng Geng, Qunwei Li, Pramod K. Varshney
Decision Tree Design for Classification in Crowdsourcing Systems. ACSSC (2018)
Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod K. Varshney
MR-GAN: Manifold Regularized Generative Adversarial Networks. CoRR (2018)
Baocheng Geng, Qunwei Li, Pramod K. Varshney
Decision Tree Design for Classification in Crowdsourcing Systems. CoRR (2018)
Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
K-medoids Clustering of Data Sequences with Composite Distributions. CoRR (2018)
Qunwei Li, Pramod K. Varshney
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. ICASSP (2018)
Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. ICML (2017)
Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney
Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines. CoRR (2017)
Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. CoRR (2017)
Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. CoRR (2017)
Qunwei Li, Pramod K. Varshney
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance? SocialSens@CPSWeek (2017)
Qunwei Li, Pramod K. Varshney
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. CoRR (2017)
Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
Multi-Object Classification via Crowdsourcing With a Reject Option. IEEE Trans. Signal Process. 65 (4) (2017)
Fuhui Zhou, Zan Li, Julian Cheng, Qunwei Li, Jiangbo Si
Robust AN-Aided Beamforming and Power Splitting Design for Secure MISO Cognitive Radio With SWIPT. IEEE Trans. Wirel. Commun. 16 (4) (2017)
Qunwei Li, Pramod K. Varshney
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance? CoRR (2017)
Qunwei Li, Pramod K. Varshney
Resource Allocation and Outage Analysis for an Adaptive Cognitive Two-Way Relay Network. IEEE Trans. Wirel. Commun. 16 (7) (2017)
Fuhui Zhou, Zan Li, Julian Cheng, Qunwei Li, Jiangbo Si
Robust Max-Min Fairness Energy Harvesting in Secure MISO Cognitive Radio With SWIPT. CoRR (2016)
Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
Multi-object Classification via Crowdsourcing with a Reject Option. CoRR (2016)
Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. NIPS Time Series Workshop (2016)
Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. CoRR (2016)
Fuhui Zhou, Zan Li, Julian Cheng, Qunwei Li, Jiangbo Si
Robust AN-Aided Beamforming and Power Splitting Design for Secure MISO Cognitive Radio With SWIPT. CoRR (2016)
Qunwei Li, Pramod K. Varshney
Resource Allocation and Outage Analysis for An Adaptive Cognitive Two-Way Relay Network. CoRR (2015)
Qunwei Li, Zan Li
A Novel Sequential Spectrum Sensing Method in Cognitive Radio Using Suprathreshold Stochastic Resonance. IEEE Trans. Veh. Technol. 63 (4) (2014)
Mengsi Wang, Song Xiao, Lei Quan, Qunwei Li
A power-efficient cloud-based compressive sensing video communication system. APSIPA (2013)
Qunwei Li, Zan Li, Jiangbo Si, Rui Gao
A novel sequential spectrum sensing method in cognitive radio using suprathreshold stochastic resonance. GLOBECOM (2013)
Qunwei Li, Zan Li, Jian Shen, Rui Gao
A novel spectrum sensing method in cognitive radio based on suprathreshold stochastic resonance. ICC (2012)