Lei Ying

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 127

Top Venues

CoRR

IEEE/ACM Trans. Netw.

INFOCOM

Allerton

Publications

Xin Liu, Zixian Yang, Lei Ying
Online Nonstochastic Control with Adversarial and Static Constraints. ICML (2023)
Xin Liu, Zixian Yang, Lei Ying
Online Nonstochastic Control with Adversarial and Static Constraints. CoRR (2023)
Xudong Qin, Bin Li, Lei Ying
Efficient Distributed Threshold-Based Offloading for Large-Scale Mobile Cloud Computing. IEEE/ACM Trans. Netw. 31 (1) (2023)
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. CoRR (2023)
Kaiyi Ji, Lei Ying
Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach. CoRR (2023)
Ruizhong Qiu, Dingsu Wang, Lei Ying, H. Vincent Poor, Yifang Zhang, Hanghang Tong
Reconstructing Graph Diffusion History from a Single Snapshot. CoRR (2023)
Honghao Wei, Xin Liu, Weina Wang, Lei Ying
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. CoRR (2023)
Xian Yu, Lei Ying
On the Global Convergence of Risk-Averse Policy Gradient Methods with Dynamic Time-Consistent Risk Measures. CoRR (2023)
Dheeraj Narasimha, Srinivas Shakkottai, Lei Ying
Age-Dependent Distributed MAC for Ultra-Dense Wireless Networks. IEEE/ACM Trans. Netw. 31 (4) (2023)
Zixian Yang, R. Srikant, Lei Ying
Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB. AISTATS (2023)
Ruizhong Qiu, Dingsu Wang, Lei Ying, H. Vincent Poor, Yifang Zhang, Hanghang Tong
Reconstructing Graph Diffusion History from a Single Snapshot. KDD (2023)
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. AISTATS (2023)
Qinghai Zhou, Liangyue Li, Nan Cao, Lei Ying, Hanghang Tong
Adversarial Attacks on Multi-Network Mining: Problem Definition and Fast Solutions. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Xian Yu, Lei Ying
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures. ICML (2023)
Weichang Wang, Yongming Liu, Rayadurgam Srikant, Lei Ying
3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Xin Liu, Lei Ying
Universal Scaling of Distributed Queues Under Load Balancing in the Super-Halfin-Whitt Regime. IEEE/ACM Trans. Netw. 30 (1) (2022)
Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies. Math. Oper. Res. 47 (4) (2022)
Kaiyi Ji, Mingrui Liu, Yingbin Liang, Lei Ying
Will Bilevel Optimizers Benefit from Loops. NeurIPS (2022)
Hengquan Guo, Xin Liu, Honghao Wei, Lei Ying
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. NeurIPS (2022)
Xin Liu, Honghao Wei, Lei Ying
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. CoRR (2022)
Jueming Hu, Xuxi Yang, Weichang Wang, Peng Wei, Lei Ying, Yongming Liu
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning. IEEE Access 10 (2022)
Yuheng Zhang, Hanghang Tong, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning. AAAI (2022)
Xin Liu, Kang Gong, Lei Ying
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. SIGMETRICS (Abstracts) (2022)
Zixian Yang, R. Srikant, Lei Ying
MaxWeight With Discounted UCB: A Provably Stable Scheduling Policy for Nonstationary Multi-Server Systems With Unknown Statistics. CoRR (2022)
Zixian Yang, Xin Liu, Lei Ying
Exploration. Exploitation, and Engagement in Multi-Armed Bandits with Abandonment. Allerton (2022)
Honghao Wei, Xin Liu, Lei Ying
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. AAAI (2022)
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
On low-complexity quickest intervention of mutated diffusion processes through local approximation. MobiHoc (2022)
Zixian Yang, Xin Liu, Lei Ying
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment. CoRR (2022)
Xin Liu, Kang Gong, Lei Ying
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. CoRR (2022)
Xin Liu, Bin Li, Pengyi Shi, Lei Ying
A Constrained Bandit Approach for Online Dispatching. SIGMETRICS Perform. Evaluation Rev. 49 (2) (2022)
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
On Low-Complexity Quickest Intervention of Mutated Diffusion Processes Through Local Approximation. CoRR (2022)
Sen Lin, Ming Shi, Anish Arora, Raef Bassily, Elisa Bertino, Constantine Caramanis, Kaushik R. Chowdhury, Eylem Ekici, Atilla Eryilmaz, Stratis Ioannidis, Nan Jiang, Gauri Joshi, Jim Kurose, Yingbin Liang, Zhiqiang Lin, Jia Liu, Mingyan Liu, Tommaso Melodia, Aryan Mokhtari, Rob Nowak, Sewoong Oh, Srini Parthasarathy, Chunyi Peng, Hulya Seferoglu, Ness Shroff, Sanjay Shakkottai, Kannan Srinivasan, Ameet Talwalkar, Aylin Yener, Lei Ying
Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks. CIC (2022)
Honghao Wei, Xin Liu, Lei Ying
Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. AISTATS (2022)
Yuheng Zhang, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying, Hanghang Tong
Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning. ICDM (2022)
Kaiyi Ji, Mingrui Liu, Yingbin Liang, Lei Ying
Will Bilevel Optimizers Benefit from Loops. CoRR (2022)
Honghao Wei, Xin Liu, Lei Ying
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. CoRR (2021)
Honghao Wei, Lei Ying
FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning. CDC (2021)
Xin Liu, Bin Li, Pengyi Shi, Lei Ying
An Efficient Pessimistic-Optimistic Algorithm for Constrained Linear Bandits. CoRR (2021)
Xudong Qin, Bin Li, Lei Ying
Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing. INFOCOM (2021)
Dheeraj Narasimha, Srinivas Shakkottai, Lei Ying
Age-Dependent Distributed MAC for Ultra-Dense Wireless Networks. INFOCOM (2021)
Xin Liu, Bin Li, Pengyi Shi, Lei Ying
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints. NeurIPS (2021)
Qinghai Zhou, Liangyue Li, Xintao Wu, Nan Cao, Lei Ying, Hanghang Tong
Attent: Active Attributed Network Alignment. WWW (2021)
Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant
Wireless scheduling with deadline and power constraints. Perform. Evaluation 146 (2021)
Jueming Hu, Xuxi Yang, Weichang Wang, Peng Wei, Lei Ying, Yongming Liu
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning. CoRR (2021)
Hairi, Xin Liu, Lei Ying
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. MobiHoc (2021)
Chen Chen, Ruiyue Peng, Lei Ying, Hanghang Tong
Fast Connectivity Minimization on Large-Scale Networks. ACM Trans. Knowl. Discov. Data 15 (3) (2021)
Wentao Weng, Harsh Gupta, Niao He, Lei Ying, R. Srikant
Provably-Efficient Double Q-Learning. CoRR (2020)
Honghao Wei, Lei Ying
FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning. CoRR (2020)
Pengfei Jiang, Lei Ying
An Optimal Stopping Approach for Iterative Training in Federated Learning. CISS (2020)
Avhishek Chatterjee, Lei Ying, Sriram Vishwanath
Trading revenue, reputation and trade secrets: a stochastic control framework for business operation. Oper. Res. 20 (1) (2020)
Zhen Chen, Hanghang Tong, Lei Ying
Inferring Full Diffusion History from Partial Timestamps. IEEE Trans. Knowl. Data Eng. 32 (7) (2020)
Sen Lin, Junshan Zhang, Lei Ying
Crowdsensing for Spectrum Discovery: A Waze-Inspired Design via Smartphone Sensing. IEEE/ACM Trans. Netw. 28 (2) (2020)
Xin Liu, Bin Li, Pengyi Shi, Lei Ying
POND: Pessimistic-Optimistic oNline Dispatch. CoRR (2020)
Xin Liu, Lei Ying
Steady-state analysis of load-balancing algorithms in the sub-Halfin-Whitt regime. J. Appl. Probab. 57 (2) (2020)
Wentao Weng, Harsh Gupta, Niao He, Lei Ying, R. Srikant
The Mean-Squared Error of Double Q-Learning. NeurIPS (2020)
Weichang Wang, Lei Ying
Learning Parallel Markov Chains over Unreliable Wireless Channels. CISS (2020)
Dheeraj Narasimha, Srinivas Shakkottai, Lei Ying
A Mean Field Game Analysis of Distributed MAC in Ultra-Dense Multichannel Wireless Networks. IEEE/ACM Trans. Netw. 28 (5) (2020)
Hairi, Xin Liu, Lei Ying
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. CoRR (2020)
Harsh Gupta, R. Srikant, Lei Ying
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning. NeurIPS (2019)
Joseph Lubars, R. Srikant, Lei Ying
Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing. WiOpt (2019)
Dheeraj Narasimha, Srinivas Shakkottai, Lei Ying
A Mean Field Game Analysis of Distributed MAC in Ultra-Dense Multichannel Wireless Networks. MobiHoc (2019)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. SIGMETRICS (Abstracts) (2019)
Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying
Empty-Car Routing in Ridesharing Systems. Oper. Res. 67 (5) (2019)
Xin Liu, Lei Ying
On Achieving Zero Delay with Power-of-d-Choices Load Balancing. IEEE Trans. Netw. Sci. Eng. 6 (4) (2019)
Hairi, Hanghang Tong, Lei Ying
NetDyna: Mining Networked Coevolving Time Series with Missing Values. IEEE BigData (2019)
R. Srikant, Lei Ying
Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning. CoRR (2019)
Harsh Gupta, R. Srikant, Lei Ying
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning. CoRR (2019)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. Proc. ACM Meas. Anal. Comput. Syst. 3 (2) (2019)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. CoRR (2019)
Yao Zhou, Lei Ying, Jingrui He
Multi-task Crowdsourcing via an Optimization Framework. ACM Trans. Knowl. Discov. Data 13 (3) (2019)
Xin Liu, Weichang Wang, Lei Ying
Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. Perform. Evaluation 135 (2019)
Qinghai Zhou, Liangyue Li, Nan Cao, Lei Ying, Hanghang Tong
ADMIRING: Adversarial Multi-network Mining. ICDM (2019)
R. Srikant, Lei Ying
Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning. COLT (2019)
Pengfei Jiang, Weina Wang, Yao Zhou, Jingrui He, Lei Ying
A Winners-Take-All Incentive Mechanism for Crowd-Powered Systems. NetEcon@SIGMETRICS (2018)
Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant
Wireless scheduling with deadline and power constraints. CISS (2018)
Chen Chen, Ruiyue Peng, Lei Ying, Hanghang Tong
Network Connectivity Optimization: Fundamental Limits and Effective Algorithms. KDD (2018)
Xin Liu, Lei Ying
On Achieving Zero Delay with Power-of-d-Choices Load Balancing. INFOCOM (2018)
Xin Liu, Lei Ying
A Simple Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies. CoRR (2018)
Sen Lin, Junshan Zhang, Lei Ying
Waze-inspired spectrum discovery via smartphone sensing data fusion. WiOpt (2018)
Zhen Chen, Hanghang Tong, Lei Ying
Realtime Robustification of Interdependent Networks under Cascading Attacks. IEEE BigData (2018)
Weina Wang, Lei Ying, Junshan Zhang
The Value of Privacy: Strategic Data Subjects, Incentive Mechanisms, and Fundamental Limits. ACM Trans. Economics and Comput. 6 (2) (2018)
Chen Chen, Hanghang Tong, Lei Xie, Lei Ying, Qing He
Cross-Dependency Inference in Multi-Layered Networks: A Collaborative Filtering Perspective. ACM Trans. Knowl. Discov. Data 11 (4) (2017)
Lei Ying
Stein's Method for Mean-Field Approximations in Light and Heavy Traffic Regimes. SIGMETRICS (Abstracts) (2017)
Le Thanh Tan, Lei Ying, Daniel W. Bliss
Power Allocation for Full-Duplex Relay Selection in Underlay Cognitive Radio Networks: Coherent versus Non-Coherent Scenarios. CoRR (2017)
Le Thanh Tan, Lei Ying, Daniel W. Bliss
Power control and relay selection in Full-Duplex Cognitive Relay Networks: Coherent versus non-coherent scenarios. CISS (2017)
Le Thanh Tan, Lei Ying, Daniel W. Bliss
Power Control and Relay Selection in Full-Duplex Cognitive Relay Networks: Coherent versus Non-coherent Scenarios. CoRR (2017)
Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
Heavy-Traffic Delay Insensitivity in Connection-Level Models of Data Transfer with Proportionally Fair Bandwidth Sharing. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying
Fluid-Model-Based Car Routing for Modern Ridesharing Systems. SIGMETRICS (Abstracts) (2017)
Lei Ying, R. Srikant, Xiaohan Kang
The Power of Slightly More than One Sample in Randomized Load Balancing. Math. Oper. Res. 42 (3) (2017)
Kai Zhu, Zhen Chen, Lei Ying
Catch'Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations. AAAI (2017)
Yao Zhou, Lei Ying, Jingrui He
: an Optimization Framework for Learning from Task and Worker Dual Heterogeneity. SDM (2017)
Lei Ying
Stein's Method for Mean Field Approximations in Light and Heavy Traffic Regimes. Proc. ACM Meas. Anal. Comput. Syst. 1 (1) (2017)
Xin Liu, Lei Ying
Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. CISS (2016)
Weina Wang, Lei Ying
Resource allocation for data-parallel computing in networks with data locality. Allerton (2016)
Xiaohan Kang, Weina Wang, Juan José Jaramillo, Lei Ying
On the Performance of Largest-Deficit-First for Scheduling Real-Time Traffic in Wireless Networks. IEEE/ACM Trans. Netw. 24 (1) (2016)
Zhen Chen, Kai Zhu, Lei Ying
Detecting Multiple Information Sources in Networks under the SIR Model. IEEE Trans. Netw. Sci. Eng. 3 (1) (2016)
Weina Wang, Lei Ying, Junshan Zhang
The Value of Privacy: Strategic Data Subjects, Incentive Mechanisms and Fundamental Limits. CoRR (2016)
Chen Chen, Hanghang Tong, Lei Xie, Lei Ying, Qing He
FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks. KDD (2016)
Kai Zhu, Zhen Chen, Lei Ying
Catch'Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lei Ying