Qing Zhao
Orcid: 0000-0002-9590-4285Affiliations:
- Cornell University, School of Electrical and Computer Engineering, Ithaca, NY, USA
- University of California, Davis, CA, USA (former)
- Cornell University, Ithaca, NY, USA (PhD 2001)
According to our database1,
Qing Zhao
authored at least 173 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Signal Process., 2024
A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret.
IEEE Trans. Signal Process., 2024
Grid Monitoring and Protection with Continuous Point-on-Wave Measurements and Generative AI.
CoRR, 2024
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness.
CoRR, 2024
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Generative Probabilistic Time Series Forecasting and Applications in Grid Operations.
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024
2023
IEEE Trans. Signal Process., 2023
CoRR, 2023
Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach.
CoRR, 2023
A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Client Selection for Generalization in Accelerated Federated Learning: A Bandit Approach.
Proceedings of the IEEE International Conference on Acoustics, 2023
On the Optimality of Procrastination Policy for EV Charging Under Net Energy Metering.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
IEEE Trans. Signal Process., 2022
Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach.
CoRR, 2022
Co-optimizing Distributed Energy Resources in Linear Complexity under Net Energy Metering.
CoRR, 2022
2021
IEEE Trans. Signal Process., 2021
IEEE Trans. Inf. Theory, 2021
IEEE Signal Process. Lett., 2021
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
An Order-Optimal Adaptive Test Plan for Noisy Group Testing Under Unknown Noise Models.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Trans. Netw. Sci. Eng., 2020
Spread, Then Target, and Advertise in Waves: Optimal Budget Allocation Across Advertising Channels.
IEEE Trans. Netw. Sci. Eng., 2020
Distributed No-Regret Learning in Multiagent Systems: Challenges and Recent Developments.
IEEE Signal Process. Mag., 2020
A Computationally Efficient Approach to Black-box Optimization using Gaussian Process Models.
CoRR, 2020
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, ISBN: 978-3-031-79289-2, 2019
IEEE Trans. Signal Process., 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Stochastic Gradient Descent on a Tree: an Adaptive and Robust Approach to Stochastic Convex Optimization.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
2018
IEEE Trans. Signal Process., 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 2018 IEEE Military Communications Conference, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Signal Process., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE Military Communications Conference, 2017
Spread, then target, and advertise in waves: Optimal capital allocation across advertising channels.
Proceedings of the 2017 Information Theory and Applications Workshop, 2017
Active hypothesis testing on a tree: Anomaly detection under hierarchical observations.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
IEEE Trans. Netw. Sci. Eng., 2016
IEEE J. Sel. Top. Signal Process., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE Trans. Signal Process., 2015
Proceedings of the 2015 Information Theory and Applications Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Optimal Index Policies for Anomaly Localization in Resource-Constrained Cyber Systems.
IEEE Trans. Signal Process., 2014
Temporal Traffic Dynamics Improve the Connectivity of Ad Hoc Cognitive Radio Networks.
IEEE/ACM Trans. Netw., 2014
Asymptotically Optimal Sequential Tests for Anomaly Detection: Switching with Memory.
CoRR, 2014
Proceedings of the 2014 Information Theory and Applications Workshop, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Restless multi-armed bandits under time-varying activation constraints for dynamic spectrum access.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Broadcasting in multi-radio multi-channel wireless networks using simplicial complexes.
Wirel. Networks, 2013
IEEE Trans. Inf. Theory, 2013
Introduction to the Issue on Learning-Based Decision Making in Dynamic Systems Under Uncertainty.
IEEE J. Sel. Top. Signal Process., 2013
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems.
IEEE J. Sel. Top. Signal Process., 2013
IEEE J. Sel. Areas Commun., 2013
Proceedings of IEEE International Conference on Communications, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Retail pricing for stochastic demand with unknown parameters: An online machine learning approach.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Cooperative Game in Dynamic Spectrum Access with Unknown Model and Imperfect Sensing.
IEEE Trans. Wirel. Commun., 2012
IEEE Trans. Signal Process., 2012
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012
Proceedings of the 2012 Information Theory and Applications Workshop, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
IEEE J. Sel. Areas Commun., 2011
CoRR, 2011
The Non-Bayesian Restless Multi-Armed Bandit: A Case of Near-Logarithmic Strict Regret
CoRR, 2011
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems
CoRR, 2011
Learning and sharing in a changing world: Non-Bayesian restless bandit with multiple players.
Proceedings of the Information Theory and Applications Workshop, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Indexability and whittle index for restless bandit problems involving reset processes.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Multi-channel opportunistic spectrum access in unslotted primary systems with unknown models.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
Dynamic pricing under binary demand uncertainty: A multi-armed bandit with correlated arms.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access.
IEEE Trans. Inf. Theory, 2010
Proceedings of the Information Theory and Applications Workshop, 2010
Proceedings of the Information Theory and Applications Workshop, 2010
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010
Distributed learning in cognitive radio networks: Multi-armed bandit with distributed multiple players.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Distributed Spectrum Sensing and Access in Cognitive Radio Networks With Energy Constraint.
IEEE Trans. Signal Process., 2009
IEEE Trans. Inf. Theory, 2009
IEEE J. Sel. Areas Commun., 2009
EURASIP J. Adv. Signal Process., 2009
Proceedings of the 2009 ACM Workshop on Cognitive Radio Networks, CoRoNet 2009, Beijing, 2009
The Tradeoff between Energy Efficiency and User State Estimation Accuracy in Mobile Sensing.
Proceedings of the Mobile Computing, Applications, and Services, 2009
On the myopic policy for a class of restless bandit problems with applications in dynamic multichannel access.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
On myopic sensing for multi-channel opportunistic access: structure, optimality, and performance.
IEEE Trans. Wirel. Commun., 2008
IEEE Trans. Signal Process., 2008
Joint Design and Separation Principle for Opportunistic Spectrum Access in the Presence of Sensing Errors.
IEEE Trans. Inf. Theory, 2008
Introduction to the Issue on Signal Processing and Networking for Dynamic Spectrum Access.
IEEE J. Sel. Top. Signal Process., 2008
A Restless Bandit Formulation of Multi-channel Opportunistic Access: Indexablity and Index Policy
CoRR, 2008
Structure and Optimality of Myopic Policy in Opportunistic Access with Noisy Observations
CoRR, 2008
Network configuration for optimal utilization efficiency of wireless sensor networks.
Ad Hoc Networks, 2008
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
IEEE Wirel. Commun., 2007
Energy-efficient information retrieval for correlated source reconstruction in sensor networks.
IEEE Trans. Wirel. Commun., 2007
Energy-Aware Adaptive Routing for Large-Scale Ad Hoc Networks: Protocol and Performance Analysis.
IEEE Trans. Mob. Comput., 2007
Resource-Constrained Signal Processing, Communications, and Networking [From the Guest Editors].
IEEE Signal Process. Mag., 2007
Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework.
IEEE J. Sel. Areas Commun., 2007
Proceedings of IEEE International Conference on Communications, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Global Communications Conference, 2007
Proceedings of the 2nd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2007
2006
IEEE Trans. Commun., 2006
IEEE Signal Process. Mag., 2006
CoRR, 2006
Cross-Layer Design of Opportunistic Spectrum Access in the Presence of Sensing Error.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
2005
Energy efficiency of large-scale wireless networks: proactive versus reactive networking.
IEEE J. Sel. Areas Commun., 2005
Opportunistic Carrier Sensing for Energy-Efficient Information Retrieval in Sensor Networks.
EURASIP J. Wirel. Commun. Netw., 2005
Energy efficient adaptive routing for ad hoc networks with time-varying heterogeneous traffic.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
A dynamic queue protocol for multiaccess wireless networks with multipacket reception.
IEEE Trans. Wirel. Commun., 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
A multiqueue service room MAC protocol for wireless networks with multipacket reception.
IEEE/ACM Trans. Netw., 2003
2001
Multipacket reception in random access wireless networks: from signal processing to optimal medium access control.
IEEE Commun. Mag., 2001
2000
IEEE Trans. Signal Process., 2000
1999
IEEE Trans. Signal Process., 1999
IEEE Trans. Signal Process., 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998