Lei Ying
University of Michigan
H-index: 44
North America-United States
Top articles of Lei Ying
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Xin Liu
H-Index: 3
Lei Ying
H-Index: 26
Deep Reinforcement Learning for Early Diagnosis of Lung Cancer
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Learning-Based Pricing and Matching for Two-Sided Queues
arXiv preprint arXiv:2403.11093
2024/3/17
Lei Ying
H-Index: 26
Cost Aware Best Arm Identification
arXiv preprint arXiv:2402.16710
2024/2/26
Lei Ying
H-Index: 26
Message from the Technical Program Committee Chairs
ACM SIGMETRICS Performance Evaluation Review
2024/2/23
Paul Barford
H-Index: 32
Lei Ying
H-Index: 26
Sample efficient reinforcement learning in mixed systems through augmented samples and its applications to queueing networks
Advances in Neural Information Processing Systems
2023/5/25
Exploration. Exploitation, and Engagement in Multi-Armed Bandits with Abandonment
Journal of Machine Learning Research (JMLR)
2024
Xin Liu
H-Index: 3
Lei Ying
H-Index: 26
Network utility maximization with unknown utility functions: A distributed, data-driven bilevel optimization approach
2023/10/23
Lei Ying
H-Index: 26
Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs
arXiv preprint arXiv:2309.15395
2023/9/27
Zihan Zhou
H-Index: 19
Lei Ying
H-Index: 26
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems
IEEE Transactions on Intelligent Transportation Systems
2023/9/14
Xin Liu
H-Index: 3
Lei Ying
H-Index: 26
Reconstructing Graph Diffusion History from a Single Snapshot
2023/8/6
Online nonstochastic control with adversarial and static constraints
2023/7/3
Xin Liu
H-Index: 3
Lei Ying
H-Index: 26
Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB
2023/4/11
R Srikant
H-Index: 43
Lei Ying
H-Index: 26
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs
2023/4/11
Age-Dependent Distributed MAC for Ultra-Dense Wireless Networks
IEEE/ACM Transactions on Networking
2023/1/5
Lei Ying
H-Index: 26
Introduction to Reinforcement Learning
Machine Learning in Finance: From Theory to Practice
2024/2/6
Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks
2022/12/14
Sen Lin
H-Index: 3
Elisa Bertino
H-Index: 61
Kaushik Chowdhury
H-Index: 37
Stratis Ioannidis
H-Index: 23
Nan Jiang
H-Index: 15
Gauri Joshi
H-Index: 17
Zhiqiang Lin
H-Index: 17
Jia Liu
H-Index: 5
Mingyan Liu
H-Index: 31
Aryan Mokhtari
H-Index: 0
Sewoong Oh
H-Index: 32
Chunyi Peng
H-Index: 28
Hulya Seferoglu
H-Index: 14
Kannan Srinivasan
H-Index: 34
Ameet Talwalkar
H-Index: 36
Lei Ying
H-Index: 26
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems
arXiv preprint arXiv:2212.06357
2022/12/13
Xin Liu
H-Index: 3
Lei Ying
H-Index: 26
Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning
2022/11/28
Heavy-traffic insensitive bounds for weighted proportionally fair bandwidth sharing policies
Mathematics of Operations Research
2022/11
Co-Authors
