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ORCIDQing Zhao 0001
Person information
- affiliation: Cornell University, School of Electrical and Computer Engineering, Ithaca, NY, USA
- affiliation (former): University of California, Davis, CA, USA
- affiliation (PhD 2001): Cornell University, Ithaca, NY, USA
Other persons with the same name
- Qing Zhao — disambiguation page
- Qing Zhao 0002 — Georgia Institute of Technology, Atlanta, GA, USA
- Qing Zhao 0003
![[0000-0001-8205-9708]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-8205-9708")
— University of Alberta, Department of Electrical and Computer Engineering, Edmonton, Canada - Qing Zhao 0004 — Guizhou University of Finance and Economics, School of Business Administration, China (and 2 more)
- Qing Zhao 0005 — Beijing University Of Technology, Faculty of Information Technologyon, China
- Qing Zhao 0006 — East China Normal University, Key Laboratory of Geographical Information Science, Ministry of Education, Shanghai, China
- Qing Zhao 0007 — Fudan University, Shanghai Engineering Research Center of AI and Robotics, Shanghai, China
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2020 – today
- 2024
[j62]Sudeep Salgia, Tamir Gabay, Qing Zhao, Kobi Cohen:
A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret. IEEE Trans. Signal Process. 72: 735-743 (2024)- [j61]Sudeep Salgia, Xinyi Wang, Qing Zhao, Lang Tong:
Adaptive Binning Coincidence Test for Uniformity Testing. IEEE Trans. Signal Process. 72: 2421-2435 (2024) - [c81]Xinyi Wang, Lang Tong, Qing Zhao:
Generative Probabilistic Time Series Forecasting and Applications in Grid Operations. CISS 2024: 1-6 - [c80]Sudeep Salgia, Sattar Vakili, Qing Zhao:
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency. ICML 2024 - [c79]Levli Citron, Kobi Cohen, Qing Zhao:
Anomaly Search of a Hidden Markov Model. ISIT 2024: 3684-3688 - [i59]Nikola Pavlovic, Sudeep Salgia, Qing Zhao:
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness. CoRR abs/2402.13182 (2024) - [i58]Xinyi Wang, Lang Tong, Qing Zhao:
Generative Probabilistic Time Series Forecasting and Applications in Grid Operations. CoRR abs/2402.13870 (2024) - [i57]Lang Tong, Xinyi Wang, Qing Zhao:
Grid Monitoring and Protection with Continuous Point-on-Wave Measurements and Generative AI. CoRR abs/2403.06942 (2024) - 2023
- [j60]Sudeep Salgia, Sattar Vakili, Qing Zhao:
Collaborative Learning in Kernel-Based Bandits for Distributed Users. IEEE Trans. Signal Process. 71: 3956-3967 (2023) - [c78]Minjae Jeon, Lang Tong, Qing Zhao:
On the Optimality of Procrastination Policy for EV Charging Under Net Energy Metering. CDC 2023: 1563-1568 - [c77]Dan Ben Ami, Kobi Cohen, Qing Zhao:
Client Selection for Generalization in Accelerated Federated Learning: A Bandit Approach. ICASSP 2023: 1-5 - [c76]Sudeep Salgia, Qing Zhao:
Distributed Linear Bandits under Communication Constraints. ICML 2023: 29845-29875 - [i56]Sudeep Salgia, Karthik Murthy, Qing Zhao, Tamir Gabay, Kobi Cohen:
A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret. CoRR abs/2301.08869 (2023) - [i55]Dan Ben Ami, Kobi Cohen, Qing Zhao:
Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach. CoRR abs/2303.10373 (2023) - [i54]Minjae Jeon, Lang Tong, Qing Zhao:
On the Optimality of Procrastination Policy for EV charging under Net Energy Metering. CoRR abs/2304.04076 (2023) - [i53]Xinyi Wang, Mei-jen Lee, Qing Zhao, Lang Tong:
Non-parametric Probabilistic Time Series Forecasting via Innovations Representation. CoRR abs/2306.03782 (2023) - [i52]Sudeep Salgia, Sattar Vakili, Qing Zhao:
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency. CoRR abs/2310.15351 (2023) - 2022
- [j59]Boshuang Huang, Sudeep Salgia, Qing Zhao:
Disagreement-Based Active Learning in Online Settings. IEEE Trans. Signal Process. 70: 1947-1958 (2022) - [i51]Sudeep Salgia, Sattar Vakili, Qing Zhao:
Provably and Practically Efficient Neural Contextual Bandits. CoRR abs/2206.00099 (2022) - [i50]Sudeep Salgia, Sattar Vakili, Qing Zhao:
Kernel-based Federated Learning with Personalization. CoRR abs/2207.07948 (2022) - [i49]Ahmed S. Alahmed, Lang Tong, Qing Zhao:
Co-optimizing Distributed Energy Resources in Linear Complexity under Net Energy Metering. CoRR abs/2208.09781 (2022) - [i48]Xinyi Wang, Mei-jen Lee, Qing Zhao, Lang Tong:
Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach. CoRR abs/2210.13358 (2022) - [i47]Sudeep Salgia, Qing Zhao:
Distributed Linear Bandits under Communication Constraints. CoRR abs/2211.02212 (2022) - [i46]Minjae Jeon, Lang Tong, Qing Zhao:
Co-optimizing Consumption and EV Charging under Net Energy Metering. CoRR abs/2211.11088 (2022) - 2021
- [j58]Tomer Gafni, Kobi Cohen, Qing Zhao:
Searching for Unknown Anomalies in Hierarchical Data Streams. IEEE Signal Process. Lett. 28: 1774-1778 (2021) - [j57]Chao Wang, Kobi Cohen, Qing Zhao:
Information-Directed Random Walk for Rare Event Detection in Hierarchical Processes. IEEE Trans. Inf. Theory 67(2): 1099-1116 (2021) - [j56]Xiao Xu, Qing Zhao:
Memory-Constrained No-Regret Learning in Adversarial Multi-Armed Bandits. IEEE Trans. Signal Process. 69: 2371-2382 (2021) - [c75]Sudeep Salgia, Qing Zhao:
An Order-Optimal Adaptive Test Plan for Noisy Group Testing Under Unknown Noise Models. ICASSP 2021: 4035-4039 - [c74]Sudeep Salgia, Sattar Vakili, Qing Zhao:
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance. NeurIPS 2021: 28836-28847 - [i45]Sudeep Salgia, Qing Zhao, Lang Tong:
As Easy as ABC: Adaptive Binning Coincidence Test for Uniformity Testing. CoRR abs/2110.06325 (2021) - 2020
- [j55]Xiao Xu, Qing Zhao:
Distributed No-Regret Learning in Multiagent Systems: Challenges and Recent Developments. IEEE Signal Process. Mag. 37(3): 84-91 (2020) - [j54]Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami:
Spread, Then Target, and Advertise in Waves: Optimal Budget Allocation Across Advertising Channels. IEEE Trans. Netw. Sci. Eng. 7(2): 750-763 (2020) - [j53]Xiao Xu, Sattar Vakili, Qing Zhao, Ananthram Swami:
Multi-Armed Bandits on Partially Revealed Unit Interval Graphs. IEEE Trans. Netw. Sci. Eng. 7(3): 1453-1465 (2020) - [j52]Bar Hemo, Tomer Gafni, Kobi Cohen, Qing Zhao:
Searching for Anomalies Over Composite Hypotheses. IEEE Trans. Signal Process. 68: 1181-1196 (2020) - [c73]Sudeep Salgia, Qing Zhao, Sattar Vakili:
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization. ICML 2020: 8427-8437 - [i44]Xiao Xu, Qing Zhao:
Distributed No-Regret Learning in Multi-Agent Systems. CoRR abs/2002.09047 (2020) - [i43]Xiao Xu, Qing Zhao:
Memory-Constrained No-Regret Learning in Adversarial Bandits. CoRR abs/2002.11804 (2020) - [i42]Sudeep Salgia, Qing Zhao, Sattar Vakili:
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization. CoRR abs/2003.05482 (2020) - [i41]Sudeep Salgia, Sattar Vakili, Qing Zhao:
A Computationally Efficient Approach to Black-box Optimization using Gaussian Process Models. CoRR abs/2010.13997 (2020)
2010 – 2019
- 2019
- [b1]Qing Zhao:
Multi-Armed Bandits: Theory and Applications to Online Learning in Networks. Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers 2019, ISBN 978-3-031-79288-5 - [j51]Boshuang Huang, Kobi Cohen, Qing Zhao:
Active Anomaly Detection in Heterogeneous Processes. IEEE Trans. Inf. Theory 65(4): 2284-2301 (2019) - [j50]Andrey Gurevich, Kobi Cohen, Qing Zhao:
Sequential Anomaly Detection Under a Nonlinear System Cost. IEEE Trans. Signal Process. 67(14): 3689-3703 (2019) - [c72]Sattar Vakili, Sudeep Salgia, Qing Zhao:
Stochastic Gradient Descent on a Tree: an Adaptive and Robust Approach to Stochastic Convex Optimization. Allerton 2019: 432-438 - [c71]Sattar Vakili, Alexis Boukouvalas, Qing Zhao:
Decision Variance in Risk-Averse Online Learning. CDC 2019: 2738-2744 - [c70]Sattar Vakili, Qing Zhao:
A Random Walk Approach to First-Order Stochastic Convex Optimization. ISIT 2019: 395-399 - [i40]Sattar Vakili, Qing Zhao:
A Random Walk Approach to First-Order Stochastic Convex Optimization. CoRR abs/1901.05947 (2019) - [i39]Boshuang Huang, Qing Zhao:
Disagreement-based Active Learning in Online Settings. CoRR abs/1904.09056 (2019) - [i38]Bar Hemo, Tomer Gafni, Kobi Cohen, Qing Zhao:
Searching for Anomalies over Composite Hypotheses. CoRR abs/1911.05381 (2019) - 2018
- [j49]Chao Wang, Qing Zhao, Chen-Nee Chuah:
Optimal Nested Test Plan for Combinatorial Quantitative Group Testing. IEEE Trans. Signal Process. 66(4): 992-1006 (2018) - [c69]Xiao Xu, Qing Zhao, Ananthram Swami:
Learning from Dissimilarity. ACSSC 2018: 1322-1326 - [c68]Boshuang Huang, Kobi Cohen, Qing Zhao:
Active Anomaly Detection in Heterogeneous Processes. ICASSP 2018: 3924-3928 - [c67]Sattar Vakili, Qing Zhao, Chang Liu, Chen-Nee Chuah:
Hierarchical Heavy Hitter Detection Under Unknown Models. ICASSP 2018: 6917-6921 - [c66]Xiao Xu, Qing Zhao, Ananthram Swami:
Learning Ordinal Information Under Bipartite Stochastic Block Models. MILCOM 2018: 1-9 - [c65]Chao Wang, Qing Zhao, Kobi Cohen:
Dynamic Search on a Tree with Information-Directed Random Walk. SPAWC 2018: 1-5 - [i37]Sevi Baltaoglu, Lang Tong, Qing Zhao:
Algorithmic Bidding for Virtual Trading in Electricity Markets. CoRR abs/1802.03010 (2018) - [i36]Xiao Xu, Sattar Vakili, Qing Zhao, Ananthram Swami:
Multi-Armed Bandits on Unit Interval Graphs. CoRR abs/1802.04339 (2018) - 2017
- [j48]Lorenzo Ferrari, Qing Zhao, Anna Scaglione:
Utility Maximizing Sequential Sensing Over a Finite Horizon. IEEE Trans. Signal Process. 65(13): 3430-3445 (2017) - [c64]Andrey Gurevich, Kobi Cohen, Qing Zhao:
Anomaly detection under a nonlinear system cost objective function. Allerton 2017: 634-638 - [c63]Chao Wang, Kobi Cohen, Qing Zhao:
Active hypothesis testing on a tree: Anomaly detection under hierarchical observations. ISIT 2017: 993-997 - [c62]Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami:
Spread, then target, and advertise in waves: Optimal capital allocation across advertising channels. ITA 2017: 1-10 - [c61]Xiao Xu, Sattar Vakili, Qing Zhao, Ananthram Swami:
Online learning with side information. MILCOM 2017: 303-308 - [c60]M. Sevi Baltaoglu, Lang Tong, Qing Zhao:
Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions. NIPS 2017: 4507-4517 - [i35]Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami:
Spread, then Target, and Advertise in Waves: Optimal Capital Allocation Across Advertising Channels. CoRR abs/1702.03432 (2017) - [i34]Sevi Baltaoglu, Lang Tong, Qing Zhao:
Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions. CoRR abs/1703.02567 (2017) - [i33]Boshuang Huang, Kobi Cohen, Qing Zhao:
Sequential Active Detection of Anomalies in Heterogeneous Processes. CoRR abs/1704.00766 (2017) - [i32]Lorenzo Ferrari, Qing Zhao, Anna Scaglione:
Utility Maximizing Sequential Sensing Over a Finite Horizon. CoRR abs/1705.05960 (2017) - [i31]Sattar Vakili, Qing Zhao, Chang Liu, Chen-Nee Chuah:
Anomaly Detection in Hierarchical Data Streams under Unknown Models. CoRR abs/1709.03573 (2017) - 2016
- [j47]Sattar Vakili, Qing Zhao:
Risk-Averse Multi-Armed Bandit Problems Under Mean-Variance Measure. IEEE J. Sel. Top. Signal Process. 10(6): 1093-1111 (2016) - [j46]Jianhang Gao, Qing Zhao, Ananthram Swami:
The Minimum Information Dominating Set for Opinion Sampling in Social Networks. IEEE Trans. Netw. Sci. Eng. 3(4): 299-311 (2016) - [c59]Sevi Baltaoglu, Lang Tong, Qing Zhao:
Online learning and optimization of Markov jump linear models. ICASSP 2016: 2289-2293 - [c58]Bar Hemo, Kobi Cohen, Qing Zhao:
Asymptotically optimal search of unknown anomalies. ISSPIT 2016: 75-80 - [c57]Sevi Baltaoglu, Lang Tong, Qing Zhao:
Online learning and pricing for demand response in smart distribution networks. SSP 2016: 1-5 - [i30]Sattar Vakili, Qing Zhao:
Risk-Averse Multi-Armed Bandit Problems under Mean-Variance Measure. CoRR abs/1604.05257 (2016) - [i29]Sevi Baltaoglu, Lang Tong, Qing Zhao:
Online Learning and Optimization of Markov Jump Affine Models. CoRR abs/1605.02213 (2016) - [i28]Chao Wang, Qing Zhao, Kobi Cohen:
Active Hypothesis Testing on A Tree: Anomaly Detection under Hierarchical Observations. CoRR abs/1612.09067 (2016) - 2015
- [j45]Kobi Cohen, Qing Zhao:
Active Hypothesis Testing for Anomaly Detection. IEEE Trans. Inf. Theory 61(3): 1432-1450 (2015) - [j44]Jianhang Gao, Qing Zhao, Ananthram Swami:
The Thinnest Path Problem. IEEE/ACM Trans. Netw. 23(4): 1176-1189 (2015) - [j43]Jianhang Gao, Qing Zhao, Wei Ren, Ananthram Swami, Ram Ramanathan, Amotz Bar-Noy:
Dynamic Shortest Path Algorithms for Hypergraphs. IEEE/ACM Trans. Netw. 23(6): 1805-1817 (2015) - [j42]Kobi Cohen, Qing Zhao:
Asymptotically Optimal Anomaly Detection via Sequential Testing. IEEE Trans. Signal Process. 63(11): 2929-2941 (2015) - [c56]Sattar Vakili, Qing Zhao:
Mean-variance and value at risk in multi-armed bandit problems. Allerton 2015: 1330-1335 - [c55]Sattar Vakili, Qing Zhao, Lang Tong:
Bayesian quickest short-term voltage instability detection in power systems. CDC 2015: 7214-7219 - [c54]Sattar Vakili, Qing Zhao:
Risk-averse online learning under mean-variance measures. ICASSP 2015: 1911-1915 - [c53]Jianhang Gao, Qing Zhao, Ananthram Swami:
Minimum information dominating set for critical sampling over graphs. ICASSP 2015: 2954-2958 - [c52]Sattar Vakili, Qing Zhao, Lang Tong:
Quickest detection of short-term voltage instability with PMU measurements. ICASSP 2015: 3901-3905 - [c51]Chao Wang, Qing Zhao, Chen-Nee Chuah:
Group testing under sum observations for heavy hitter detection. ITA 2015: 149-153 - 2014
- [j41]Wei Ren, Qing Zhao, Ananthram Swami:
Temporal Traffic Dynamics Improve the Connectivity of Ad Hoc Cognitive Radio Networks. IEEE/ACM Trans. Netw. 22(1): 124-136 (2014) - [j40]Kobi Cohen, Qing Zhao, Ananthram Swami:
Optimal Index Policies for Anomaly Localization in Resource-Constrained Cyber Systems. IEEE Trans. Signal Process. 62(16): 4224-4236 (2014) - [c50]Kobi Cohen, Qing Zhao, Anna Scaglione:
Restless multi-armed bandits under time-varying activation constraints for dynamic spectrum access. ACSSC 2014: 1575-1578 - [c49]Sattar Vakili, Qing Zhao, Yuan Zhou:
Time-varying stochastic multi-armed bandit problems. ACSSC 2014: 2103-2107 - [c48]Kobi Cohen, Qing Zhao:
Anomaly detection over independent processes: Switching with memory. Allerton 2014: 33-37 - [c47]Kobi Cohen, Qing Zhao:
Quickest anomaly detection: A case of active hypothesis testing. ITA 2014: 1-5 - [i27]Kobi Cohen, Qing Zhao:
Active Hypothesis Testing for Quickest Anomaly Detection. CoRR abs/1403.1023 (2014) - [i26]Kobi Cohen, Qing Zhao, Ananthram Swami:
Optimal Index Policies for Anomaly Localization in Resource-Constrained Cyber Systems. CoRR abs/1405.4098 (2014) - [i25]Kobi Cohen, Qing Zhao:
Asymptotically Optimal Sequential Tests for Anomaly Detection: Switching with Memory. CoRR abs/1405.4659 (2014) - [i24]Jianhang Gao, Qing Zhao, Ananthram Swami:
Minimum Information Dominating Set for Opinion Sampling. CoRR abs/1405.5572 (2014) - [i23]Chao Wang, Qing Zhao, Chen-Nee Chuah:
Group Testing under Sum Observations for Heavy Hitter Detection. CoRR abs/1407.2283 (2014) - 2013
- [j39]Lin Li, Anna Scaglione, Ananthram Swami, Qing Zhao:
Consensus, Polarization and Clustering of Opinions in Social Networks. IEEE J. Sel. Areas Commun. 31(6): 1072-1083 (2013) - [j38]Qing Zhao, Edwin K. P. Chong, Bhaskar Krishnamachari, Amir Leshem, Sean P. Meyn, Venugopal V. Veeravalli:
Introduction to the Issue on Learning-Based Decision Making in Dynamic Systems Under Uncertainty. IEEE J. Sel. Top. Signal Process. 7(5): 743-745 (2013) - [j37]Sattar Vakili, Keqin Liu, Qing Zhao:
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems. IEEE J. Sel. Top. Signal Process. 7(5): 759-767 (2013) - [j36]Haoyang Liu, Keqin Liu, Qing Zhao:
Learning in a Changing World: Restless Multiarmed Bandit With Unknown Dynamics. IEEE Trans. Inf. Theory 59(3): 1902-1916 (2013) - [j35]Wei Ren, Qing Zhao, Ram Ramanathan, Jianhang Gao, Ananthram Swami, Amotz Bar-Noy, Matthew P. Johnson, Prithwish Basu:
Broadcasting in multi-radio multi-channel wireless networks using simplicial complexes. Wirel. Networks 19(6): 1121-1133 (2013) - [c46]Sattar Vakili, Qing Zhao:
Distributed node-weighted connected dominating set problems. ACSSC 2013: 238-241 - [c45]Sattar Vakili, Qing Zhao:
Achieving complete learning in Multi-Armed Bandit problems. ACSSC 2013: 1778-1782 - [c44]Liyan Jia, Qing Zhao, Lang Tong:
Retail pricing for stochastic demand with unknown parameters: An online machine learning approach. Allerton 2013: 1353-1358 - [c43]Pouya Tehrani, Qing Zhao, Tara Javidi:
Opportunistic routing under unknown stochastic models. CAMSAP 2013: 145-148 - [c42]Kobi Cohen, Qing Zhao, Ananthram Swami:
Optimal index policies for quickest localization of anomaly in cyber networks. GlobalSIP 2013: 221-224 - [c41]Keqin Liu, Qing Zhao, Ananthram Swami:
Dynamic probing for intrusion detection under resource constraints. ICC 2013: 1980-1984 - [i22]Jianhang Gao, Qing Zhao, Ananthram Swami:
The Thinnest Path Problem. CoRR abs/1305.3688 (2013) - 2012
- [j34]Pouya Tehrani, Keqin Liu, Qing Zhao:
Opportunistic spectrum access in unslotted primary systems. J. Frankl. Inst. 349(3): 985-1010 (2012) - [j33]Pouya Tehrani, Lang Tong, Qing Zhao:
Asymptotically Efficient Multichannel Estimation for Opportunistic Spectrum Access. IEEE Trans. Signal Process. 60(10): 5347-5360 (2012) - [j32]Keqin Liu, Qing Zhao:
Cooperative Game in Dynamic Spectrum Access with Unknown Model and Imperfect Sensing. IEEE Trans. Wirel. Commun. 11(4): 1596-1604 (2012) - [c40]Lin Li, Anna Scaglione, Ananthram Swami, Qing Zhao:
Strategic communications in opinion diffusion. ACSCC 2012: 515-519 - [c39]Jianhang Gao, Qing Zhao, Ananthram Swami:
The thinnest path problem for secure communications: A directed hypergraph approach. Allerton Conference 2012: 847-852 - [c38]Lin Li, Anna Scaglione, Ananthram Swami, Qing Zhao:
Phase transition in opinion diffusion in social networks. ICASSP 2012: 3073-3076 - [c37]Shiyao Chen, Lang Tong, Qing Zhao:
Delay optimal multichannel opportunistic access. INFOCOM 2012: 1791-1799 - [c36]Keqin Liu, Qing Zhao:
Dynamic intrusion detection in resource-constrained cyber networks. ISIT 2012: 970-974 - [c35]Keqin Liu, Qing Zhao:
Online learning for stochastic linear optimization problems. ITA 2012: 363-367 - [c34]Keqin Liu, Qing Zhao:
Adaptive shortest-path routing under unknown and stochastically varying link states. WiOpt 2012: 232-237 - [c33]Jianhang Gao, Qing Zhao, Wei Ren, Ananthram Swami, Ram Ramanathan, Amotz Bar-Noy:
Dynamic shortest path algorithms for hypergraphs. WiOpt 2012: 238-245 - [i21]Keqin Liu, Qing Zhao:
Adaptive Shortest-Path Routing under Unknown and Stochastically Varying Link States. CoRR abs/1201.4906 (2012) - [i20]Jianhang Gao, Qing Zhao, Wei Ren, Ananthram Swami, Ram Ramanathan, Amotz Bar-Noy:
Dynamic Shortest Path Algorithms for Hypergraphs. CoRR abs/1202.0082 (2012) - [i19]Yaoqing Yang, Keqin Liu, Qing Zhao:
Distributed Flow Scheduling in Unknown Environment. CoRR abs/1210.1708 (2012) - 2011
- [j31]Wei Ren, Qing Zhao, Ananthram Swami:
On the Connectivity and Multihop Delay of Ad Hoc Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 29(4): 805-818 (2011) - [j30]Wei Ren, Qing Zhao, Ananthram Swami:
Connectivity of Heterogeneous Wireless Networks. IEEE Trans. Inf. Theory 57(7): 4315-4332 (2011) - [c32]Lin Li, Anna Scaglione, Ananthram Swami, Qing Zhao:
Trust, opinion diffusion and radicalization in social networks. ACSCC 2011: 691-695 - [c31]Yixuan Zhai, Pouya Tehrani, Lin Li, Jiang Zhao, Qing Zhao:
Dynamic pricing under binary demand uncertainty: A multi-armed bandit with correlated arms. ACSCC 2011: 1597-1601 - [c30]Keqin Liu, Qing Zhao:
Multi-armed bandit problems with heavy-tailed reward distributions. Allerton 2011: 485-492 - [c29]Pouya Tehrani, Qing Zhao, Lang Tong:
Multi-channel opportunistic spectrum access in unslotted primary systems with unknown models. CAMSAP 2011: 157-160 - [c28]Keqin Liu, Richard Weber, Qing Zhao:
Indexability and whittle index for restless bandit problems involving reset processes. CDC/ECC 2011: 7690-7696 - [c27]Haoyang Liu, Keqin Liu, Qing Zhao:
Logarithmic weak regret of non-Bayesian restless multi-armed bandit. ICASSP 2011: 1968-1971 - [c26]Wenhan Dai, Yi Gai, Bhaskar Krishnamachari, Qing Zhao:
The non-Bayesian restless multi-armed bandit: A case of near-logarithmic regret. ICASSP 2011: 2940-2943 - [c25]Haoyang Liu, Keqin Liu, Qing Zhao:
Learning and sharing in a changing world: Non-Bayesian restless bandit with multiple players. ITA 2011: 240-246 - [c24]Wei Ren, Qing Zhao, Ram Ramanathan, Jianhang Gao, Ananthram Swami, Amotz Bar-Noy, Matthew P. Johnson, Prithwish Basu:
Broadcasting in Multi-Radio Multi-Channel Wireless Networks using Simplicial Complexes. MASS 2011: 660-665 - [i18]Haoyang Liu, Keqin Liu, Qing Zhao:
Decentralized Restless Bandit with Multiple Players and Unknown Dynamics. CoRR abs/1102.2975 (2011) - [i17]Keqin Liu, Qing Zhao:
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems. CoRR abs/1106.6104 (2011) - [i16]Shiyao Chen, Lang Tong, Qing Zhao:
Delay Optimal Multichannel Opportunistic Access. CoRR abs/1108.0128 (2011) - [i15]Wenhan Dai, Yi Gai, Bhaskar Krishnamachari, Qing Zhao:
The Non-Bayesian Restless Multi-Armed Bandit: A Case of Near-Logarithmic Strict Regret. CoRR abs/1109.1533 (2011) - [i14]Keqin Liu, Qing Zhao:
Dynamic Intrusion Detection in Resource-Constrained Cyber Networks. CoRR abs/1112.0101 (2011) - [i13]Keqin Liu, Qing Zhao:
Extended UCB Policy for Multi-Armed Bandit with Light-Tailed Reward Distributions. CoRR abs/1112.1768 (2011) - 2010
- [j29]Keqin Liu, Qing Zhao:
Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access. IEEE Trans. Inf. Theory 56(11): 5547-5567 (2010) - [j28]Keqin Liu, Qing Zhao, Bhaskar Krishnamachari:
Dynamic multichannel access with imperfect channel state detection. IEEE Trans. Signal Process. 58(5): 2795-2808 (2010) - [j27]Keqin Liu, Qing Zhao:
Distributed learning in multi-armed bandit with multiple players. IEEE Trans. Signal Process. 58(11): 5667-5681 (2010) - [c23]Keqin Liu, Qing Zhao, Bhaskar Krishnamachari:
Decentralized multi-armed bandit with imperfect observations. Allerton 2010: 1669-1674 - [c22]Keqin Liu, Qing Zhao:
Distributed learning in cognitive radio networks: Multi-armed bandit with distributed multiple players. ICASSP 2010: 3010-3013 - [c21]Wei Ren, Qing Zhao, Ananthram Swami:
On the Connectivity and Multihop Delay of Ad Hoc Cognitive Radio Networks. ICC 2010: 1-6 - [c20]Yi Wang, Bhaskar Krishnamachari, Qing Zhao, Murali Annavaram:
Markov-optimal sensing policy for user state estimation in mobile devices. IPSN 2010: 268-278 - [c19]Changmian Wang, Bhaskar Krishnamachari, Qing Zhao, Geir E. Øien:
Performance of round robin policies for dynamic multichannel access. ITA 2010: 233-239 - [c18]Keqin Liu, Qing Zhao:
Decentralized multi-armed bandit with multiple distributed players. ITA 2010: 568-577 - [i12]Wenhan Dai, Yi Gai, Bhaskar Krishnamachari, Qing Zhao:
The Non-Bayesian Restless Multi-Armed Bandit: a Case of Near-Logarithmic Regret. CoRR abs/1011.4752 (2010) - [i11]Haoyang Liu, Keqin Liu, Qing Zhao:
Learning in A Changing World: Non-Bayesian Restless Multi-Armed Bandit. CoRR abs/1011.4969 (2010)
2000 – 2009
- 2009
- [j26]Xiangyang Xiao, Keqin Liu, Qing Zhao:
Opportunistic Spectrum Access in Self-Similar Primary Traffic. EURASIP J. Adv. Signal Process. 2009 (2009) - [j25]Wei Ren, Qing Zhao, Ananthram Swami:
Power Control in Cognitive Radio Networks: How to Cross a Multi-Lane Highway. IEEE J. Sel. Areas Commun. 27(7): 1283-1296 (2009) - [j24]Sahand Haji Ali Ahmad, Mingyan Liu, Tara Javidi, Qing Zhao, Bhaskar Krishnamachari:
Optimality of myopic sensing in multichannel opportunistic access. IEEE Trans. Inf. Theory 55(9): 4040-4050 (2009) - [j23]Yunxia Chen, Qing Zhao, Ananthram Swami:
Distributed Spectrum Sensing and Access in Cognitive Radio Networks With Energy Constraint. IEEE Trans. Signal Process. 57(2): 783-797 (2009) - [c17]Keqin Liu, Qing Zhao:
On the myopic policy for a class of restless bandit problems with applications in dynamic multichannel access. CDC 2009: 3592-3597 - [c16]Yi Wang, Bhaskar Krishnamachari, Qing Zhao, Murali Annavaram:
The Tradeoff between Energy Efficiency and User State Estimation Accuracy in Mobile Sensing. MobiCASE 2009: 42-58 - [c15]Wei Ren, Qing Zhao, Ananthram Swami:
Connectivity of cognitive radio networks: proximity vs. opportunity. CoRoNet@MobiCom 2009: 37-42 - [e1]Qing Zhao, Ranveer Chandra, Bhaskar Krishnamachari:
Proceedings of the 2009 ACM Workshop on Cognitive Radio Networks, CoRoNet 2009, Beijing, China, September 21, 2009. ACM 2009, ISBN 978-1-60558-738-7 [contents] - [i10]Wei Ren, Qing Zhao, Drasvin Cheowtirakul, Ananthram Swami:
Connectivity of Cognitive Radio Networks: Proximity vs. Opportunity. CoRR abs/0903.1684 (2009) - [i9]Keqin Liu, Qing Zhao:
Decentralized Multi-Armed Bandit with Multiple Distributed Players. CoRR abs/0910.2065 (2009) - [i8]Wei Ren, Qing Zhao, Ananthram Swami:
On the Connectivity and Multihop Delay of Ad Hoc Cognitive Radio Networks. CoRR abs/0912.4087 (2009) - 2008
- [j22]Yunxia Chen, Chen-Nee Chuah, Qing Zhao:
Network configuration for optimal utilization efficiency of wireless sensor networks. Ad Hoc Networks 6(1): 92-107 (2008) - [j21]Ananthram Swami, Randall A. Berry, Akbar M. Sayeed, Vahid Tarokh, Qing Zhao:
Introduction to the Issue on Signal Processing and Networking for Dynamic Spectrum Access. IEEE J. Sel. Top. Signal Process. 2(1): 1-3 (2008) - [j20]Yunxia Chen, Qing Zhao, Ananthram Swami:
Joint Design and Separation Principle for Opportunistic Spectrum Access in the Presence of Sensing Errors. IEEE Trans. Inf. Theory 54(5): 2053-2071 (2008) - [j19]Qing Zhao, Stefan Geirhofer, Lang Tong, Brian M. Sadler:
Opportunistic Spectrum Access via Periodic Channel Sensing. IEEE Trans. Signal Process. 56(2): 785-796 (2008) - [j18]Qing Zhao, Bhaskar Krishnamachari, Keqin Liu:
On myopic sensing for multi-channel opportunistic access: structure, optimality, and performance. IEEE Trans. Wirel. Commun. 7(12-2): 5431-5440 (2008) - [c14]Qing Zhao:
Session MA3b: Stochastic control and decision theory for cognitive radio networks. ACSCC 2008: 90-92 - [c13]Keqin Liu, Qing Zhao:
Channel probing for opportunistic access with multi-channel sensing. ACSCC 2008: 93-97 - [c12]Keqin Liu, Qing Zhao:
Link throughput of multi-channel opportunistic access with limited sensing. ICASSP 2008: 2997-3000 - [c11]Tara Javidi, Bhaskar Krishnamachari, Qing Zhao, Mingyan Liu:
Optimality of Myopic Sensing in Multi-Channel Opportunistic Access. ICC 2008: 2107-2112 - [c10]Hua Liu, Longbo Huang, Bhaskar Krishnamachari, Qing Zhao:
A negotiation game for multichannel access in cognitive radio networks. WICON 2008: 70 - [i7]Qing Zhao, Bhaskar Krishnamachari:
Structure and Optimality of Myopic Policy in Opportunistic Access with Noisy Observations. CoRR abs/0802.1379 (2008) - [i6]Wei Ren, Qing Zhao, Ananthram Swami:
Power Control in Cognitive Radio Networks: How to Cross a Multi-Lane Highway. CoRR abs/0809.0533 (2008) - [i5]Keqin Liu, Qing Zhao:
A Restless Bandit Formulation of Multi-channel Opportunistic Access: Indexablity and Index Policy. CoRR abs/0810.4658 (2008) - [i4]Sahand Haji Ali Ahmad, Mingyan Liu, Tara Javidi, Qing Zhao, Bhaskar Krishnamachari:
Optimality of Myopic Sensing in Multi-Channel Opportunistic Access. CoRR abs/0811.0637 (2008) - 2007
- [j17]Qing Zhao, Lang Tong, Ananthram Swami, Yunxia Chen:
Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework. IEEE J. Sel. Areas Commun. 25(3): 589-600 (2007) - [j16]Qing Zhao, Rajit Manohar, Robert J. Ulman, Venugopal V. Veeravalli:
Resource-Constrained Signal Processing, Communications, and Networking [From the Guest Editors]. IEEE Signal Process. Mag. 24(3): 12-14 (2007) - [j15]Qing Zhao, Brian M. Sadler:
A Survey of Dynamic Spectrum Access. IEEE Signal Process. Mag. 24(3): 79-89 (2007) - [j14]Qing Zhao, Lang Tong, David Counsil:
Energy-Aware Adaptive Routing for Large-Scale Ad Hoc Networks: Protocol and Performance Analysis. IEEE Trans. Mob. Comput. 6(9): 1048-1059 (2007) - [j13]Qing Zhao, Lang Tong:
Energy-efficient information retrieval for correlated source reconstruction in sensor networks. IEEE Trans. Wirel. Commun. 6(1): 157-165 (2007) - [j12]Qing Zhao, Ananthram Swami:
A Decision-Theoretic Framework for Opportunistic Spectrum Access. IEEE Wirel. Commun. 14(4): 14-20 (2007) - [c9]Qing Zhao, Bhaskar Krishnamachari, Keqin Liu:
Low-Complexity Approaches to Spectrum Opportunity Tracking. CrownCom 2007: 27-35 - [c8]Yunxia Chen, Qing Zhao, Ananthram Swami:
Bursty Traffic in Energy-Constrained Opportunistic Spectrum Access. GLOBECOM 2007: 4641-4646 - [c7]Qing Zhao, Ananthram Swami:
A Survey of Dynamic Spectrum Access: Signal Processing and Networking Perspectives. ICASSP (4) 2007: 1349-1352 - [c6]Qing Zhao, Bhaskar Krishnamachari:
Structure and Optimality of Myopic Sensing for Opportunistic Spectrum Access. ICC 2007: 6476-6481 - [i3]Qing Zhao, Bhaskar Krishnamachari, Keqin Liu:
On Myopic Sensing for Multi-Channel Opportunistic Access. CoRR abs/0712.0035 (2007) - [i2]Yunxia Chen, Qing Zhao, Ananthram Swami:
Joint Design and Separation Principle for Opportunistic Spectrum Access in the Presence of Sensing Errors. CoRR abs/cs/0702158 (2007) - 2006
- [j11]Qing Zhao, Ananthram Swami, Lang Tong:
The interplay between signal processing and networking in sensor networks. IEEE Signal Process. Mag. 23(4): 84-93 (2006) - [j10]Gökhan Mergen, Qing Zhao, Lang Tong:
Sensor Networks With Mobile Access: Energy and Capacity Considerations. IEEE Trans. Commun. 54(10): 1896-1896 (2006) - [j9]Gökhan Mergen, Qing Zhao, Lang Tong:
Sensor Networks With Mobile Access: Energy and Capacity Considerations. IEEE Trans. Commun. 54(11): 2033-2044 (2006) - [c5]Qing Zhao, Lang Tong, Ananthram Swami, Yunxia Chen:
Cross-Layer Design of Opportunistic Spectrum Access in the Presence of Sensing Error. CISS 2006: 778-782 - [i1]Qing Zhao, Brian M. Sadler:
Dynamic Spectrum Access: Signal Processing, Networking, and Regulatory Policy. CoRR abs/cs/0609149 (2006) - 2005
- [j8]Qing Zhao, Lang Tong:
Opportunistic Carrier Sensing for Energy-Efficient Information Retrieval in Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2005(2): 231-241 (2005) - [j7]Qing Zhao, Lang Tong:
Energy efficiency of large-scale wireless networks: proactive versus reactive networking. IEEE J. Sel. Areas Commun. 23(5): 1100-1112 (2005) - [c4]Qing Zhao, Lang Tong:
Energy efficient adaptive routing for ad hoc networks with time-varying heterogeneous traffic. ICASSP (5) 2005: 801-804 - 2004
- [j6]Qing Zhao, Lang Tong:
A dynamic queue protocol for multiaccess wireless networks with multipacket reception. IEEE Trans. Wirel. Commun. 3(6): 2221-2231 (2004) - [c3]Qing Zhao, Lang Tong:
Distributed opportunistic transmission for wireless sensor networks. ICASSP (3) 2004: 833-836 - 2003
- [j5]Qing Zhao, Lang Tong:
A multiqueue service room MAC protocol for wireless networks with multipacket reception. IEEE/ACM Trans. Netw. 11(1): 125-137 (2003) - 2001
- [j4]Lang Tong, Qing Zhao, Gökhan Mergen:
Multipacket reception in random access wireless networks: from signal processing to optimal medium access control. IEEE Commun. Mag. 39(11): 108-112 (2001) - 2000
- [j3]Qing Zhao, Lang Tong:
Semi-blind collision resolution in random access wireless ad hoc networks. IEEE Trans. Signal Process. 48(10): 2910-2920 (2000)
1990 – 1999
- 1999
- [j2]Lang Tong, Qing Zhao:
Joint order detection and blind channel estimation by least squares smoothing. IEEE Trans. Signal Process. 47(9): 2345-2355 (1999) - [j1]Qing Zhao, Lang Tong:
Adaptive blind channel estimation by least squares smoothing. IEEE Trans. Signal Process. 47(11): 3000-3012 (1999) - [c2]Qing Zhao, Lang Tong:
Decision feedback blind symbol estimation by adaptive least squares smoothing. ICASSP 1999: 2539-2542 - 1998
- [c1]Lang Tong, Qing Zhao:
Blind channel estimation by least squares smoothing. ICASSP 1998: 2121-2124
Coauthor Index
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