Lei Ying
Orcid: 0000-0001-7955-9445Affiliations:
- University of Michigan, Electrical Engineering and Computer Science Department, Ann Arbor, MI, USA
- Arizona State University, Tempe, AZ, USA (2012 - 2019)
- Iowa State University, Ames, IA, USA (2008 - 2012)
- University of Illinois Urbana-Champaign, IL, USA (PhD 2007)
According to our database1,
Lei Ying
authored at least 197 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems.
IEEE Trans. Intell. Transp. Syst., February, 2024
SIGMETRICS Perform. Evaluation Rev., February, 2024
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE/ACM Trans. Netw., August, 2023
Efficient Distributed Threshold-Based Offloading for Large-Scale Mobile Cloud Computing.
IEEE/ACM Trans. Netw., February, 2023
IEEE Trans. Knowl. Data Eng., 2023
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks.
CoRR, 2023
On the Global Convergence of Risk-Averse Policy Gradient Methods with Dynamic Time-Consistent Risk Measures.
CoRR, 2023
Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies.
Math. Oper. Res., November, 2022
Universal Scaling of Distributed Queues Under Load Balancing in the Super-Halfin-Whitt Regime.
IEEE/ACM Trans. Netw., 2022
3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing.
IEEE Trans. Intell. Transp. Syst., 2022
SIGMETRICS Perform. Evaluation Rev., 2022
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems.
CoRR, 2022
MaxWeight With Discounted UCB: A Provably Stable Scheduling Policy for Nonstationary Multi-Server Systems With Unknown Statistics.
CoRR, 2022
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning.
IEEE Access, 2022
Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
On low-complexity quickest intervention of mutated diffusion processes through local approximation.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks.
Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022
Proceedings of the 58th Annual Allerton Conference on Communication, 2022
Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ACM Trans. Knowl. Discov. Data, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic.
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
A Mean Field Game Analysis of Distributed MAC in Ultra-Dense Multichannel Wireless Networks.
IEEE/ACM Trans. Netw., 2020
IEEE/ACM Trans. Netw., 2020
IEEE Trans. Knowl. Data Eng., 2020
Trading revenue, reputation and trade secrets: a stochastic control framework for business operation.
Oper. Res., 2020
J. Appl. Probab., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020
2019
IEEE Trans. Netw. Sci. Eng., 2019
ACM Trans. Knowl. Discov. Data, 2019
Proc. ACM Meas. Anal. Comput. Syst., 2019
Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks.
Perform. Evaluation, 2019
CoRR, 2019
Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, ISBN: 978-3-031-79285-4, 2018
The Value of Privacy: Strategic Data Subjects, Incentive Mechanisms, and Fundamental Limits.
ACM Trans. Economics and Comput., 2018
A Simple Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime.
SIGMETRICS Perform. Evaluation Rev., 2018
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018
Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Cross-Dependency Inference in Multi-Layered Networks: A Collaborative Filtering Perspective.
ACM Trans. Knowl. Discov. Data, 2017
Heavy-Traffic Delay Insensitivity in Connection-Level Models of Data Transfer with Proportionally Fair Bandwidth Sharing.
SIGMETRICS Perform. Evaluation Rev., 2017
Proc. ACM Meas. Anal. Comput. Syst., 2017
Math. Oper. Res., 2017
Power Allocation for Full-Duplex Relay Selection in Underlay Cognitive Radio Networks: Coherent versus Non-Coherent Scenarios.
CoRR, 2017
Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Urbana-Champaign, IL, USA, June 05, 2017
MultiC<sup>2</sup>: an Optimization Framework for Learning from Task and Worker Dual Heterogeneity.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Power control and relay selection in Full-Duplex Cognitive Relay Networks: Coherent versus non-coherent scenarios.
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017
Catch'Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE/ACM Trans. Netw., 2016
MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality.
IEEE/ACM Trans. Netw., 2016
On the Performance of Largest-Deficit-First for Scheduling Real-Time Traffic in Wireless Networks.
IEEE/ACM Trans. Netw., 2016
IEEE Trans. Netw. Sci. Eng., 2016
On the Relation Between Identifiability, Differential Privacy, and Mutual-Information Privacy.
IEEE Trans. Inf. Theory, 2016
Data Min. Knowl. Discov., 2016
CoRR, 2016
Proceedings of the Web and Internet Economics - 12th International Conference, 2016
Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016
Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
IEEE Trans. Inf. Theory, 2015
Stability of longest-queue-first scheduling in linear wireless networks with multihop traffic and one-hop interference.
Queueing Syst. Theory Appl., 2015
On the Rate of Convergence of Mean-Field Models: Stein's Method Meets the Perturbation Theory.
CoRR, 2015
On the Capacity Requirement of Largest-Deficit-First for Scheduling Real-Time Traffic in Wireless Networks.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Decentralized scheduling with data locality for data-parallel computation on peer-to-peer networks.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
IEEE/ACM Trans. Netw., 2014
Scheduling in Multi-Channel Wireless Networks: Rate Function Optimality in the Small-Buffer Regime.
IEEE Trans. Inf. Theory, 2014
Perform. Evaluation, 2014
Mach. Learn., 2014
A vehicular backbone network (VBN) with joint transportation-wireless capacity utilization.
Proceedings of the 12th International Symposium on Modeling and Optimization in Mobile, 2014
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
2013
IEEE Trans. Signal Process., 2013
Approaching Throughput Optimality With Limited Feedback in Multichannel Wireless Downlink Networks.
IEEE/ACM Trans. Netw., 2013
A throughput optimal algorithm for map task scheduling in mapreduce with data locality.
SIGMETRICS Perform. Evaluation Rev., 2013
Comput. Commun., 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
2012
IEEE Trans. Smart Grid, 2012
IEEE/ACM Trans. Netw., 2012
IEEE/ACM Trans. Netw., 2012
IEEE Trans. Autom. Control., 2012
Queueing Syst. Theory Appl., 2012
IEEE J. Sel. Areas Commun., 2012
Distributed power control and coding-modulation adaptation in wireless networks using annealed Gibbs sampling.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
On combining shortest-path and back-pressure routing over multihop wireless networks.
IEEE/ACM Trans. Netw., 2011
IEEE/ACM Trans. Netw., 2011
A unified approach to optimizing performance in networks serving heterogeneous flows.
IEEE/ACM Trans. Netw., 2011
IEEE Trans. Inf. Theory, 2011
IEEE Trans. Inf. Theory, 2011
Secure Communications Over Wireless Broadcast Networks: Stability and Utility Maximization.
IEEE Trans. Inf. Forensics Secur., 2011
Stability with file arrivals and departures in multichannel cellular wireless networks.
Queueing Syst. Theory Appl., 2011
The Asymptotic Behavior of Minimum Buffer Size Requirements in Large P2P Streaming Networks.
IEEE J. Sel. Areas Commun., 2011
Scheduling for Optimal Rate Allocation in Ad Hoc Networks With Heterogeneous Delay Constraints.
IEEE J. Sel. Areas Commun., 2011
Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
SIGMETRICS Perform. Evaluation Rev., 2010
Proceedings of the SIGMETRICS 2010, 2010
A Strategy-Proof and Non-monetary Admission Control Mechanism for Wireless Access Networks.
Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Networks, 2010
Proceedings of the 11th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2010
Delay, cost and infrastructure tradeoff of epidemic routing in mobile sensor networks.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010
On Scheduling for Minimizing End-to-End Buffer Usage over Multihop Wireless Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the International Conference on E-Business and E-Government, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
On Combining Shortest-Path and Back-Pressure Routing Over Multihop Wireless Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
IEEE Trans. Inf. Theory, 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
Distributed power control in wireless ad hoc networks using message passing: Throughput optimality and network utility maximization.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
Communication Networks - An Optimization, Control, and Stochastic Networks Perspective.
Cambridge University Press, ISBN: 978-1-10-703605-5, 2008
2007
IEEE Trans. Inf. Theory, 2007
Distributed Fair Resource Allocation in Cellular Networks in the Presence of Heterogeneous Delays.
IEEE Trans. Autom. Control., 2007
Optimal Delay-Throughput Trade-offs in Mobile Ad-Hoc Networks: Hybrid Random Walk and One-Dimensional Mobility Models
CoRR, 2007
Coding Achieves the Optimal Delay-Throughput Trade-off in Mobile Ad-Hoc Networks: Two-Dimensional I.I.D. Mobility Model with Fast Mobiles.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007
2006
IEEE/ACM Trans. Netw., 2006
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Inf. Theory, 2006
Coding Improves the Optimal Delay-Throughput Trade-offs in Mobile Ad-Hoc Networks: Two-Dimensional I.I.D. Mobility Models
CoRR, 2006
Distributed symmetric function computation in noisy wireless sensor networks with binary data.
Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2000
Proceedings of the IEEE International Conference on Acoustics, 2000