Lei Ying

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Yifan Wang, Qining Zhang, Lei Ying, Chuan Zhou
Deep Reinforcement Learning for Early Diagnosis of Lung Cancer. AAAI (2024)
Honghao Wei, Xin Liu, Lei Ying
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. AAAI (2024)
Zixian Yang, Lei Ying
Learning-Based Pricing and Matching for Two-Sided Queues. CoRR (2024)
Kellen Kanarios, Qining Zhang, Lei Ying
Cost Aware Best Arm Identification. CoRR (2024)
Minheng Xiao, Xian Yu, Lei Ying
Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence. CoRR (2024)
Paul Barford, Maria Vlasiou, Lei Ying
Message from the Technical Program Committee Chairs. SIGMETRICS Perform. Evaluation Rev. 51 (4) (2024)
Honghao Wei, Zixian Yang, Xin Liu, Zhiwei (Tony) Qin, Xiaocheng Tang, Lei Ying
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Qining Zhang, Honghao Wei, Lei Ying
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis. CoRR (2024)
Qining Zhang, Lei Ying
Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms. NeurIPS (2023)
Honghao Wei, Xin Liu, Lei Ying
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. CoRR (2023)
Kaiyi Ji, Lei Ying
Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach. MobiHoc (2023)
Qining Zhang, Lei Ying
Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms. 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. NeurIPS (2023)
Zihan Zhou, Honghao Wei, Lei Ying
Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs. CoRR (2023)
Yifan Wang, Chuan Zhou, Lei Ying, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening. Medical Imaging: Computer-Aided Diagnosis (2021)
Shihuan Liu, Lei Ying, Srinivas Shakkottai
Influence maximization in social networks: An ising-model-based approach. Allerton (2010)
Akula Aneesh Reddy, Siddhartha Banerjee, Aditya Gopalan, Sanjay Shakkottai, Lei Ying
Wireless scheduling with heterogeneously delayed network-state information. Allerton (2010)
Shihuan Liu, Eylem Ekici, Lei Ying
Scheduling in multihop wireless networks without back-pressure. Allerton (2010)
Harish Ganapathy, Constantine Caramanis, Lei Ying
Limited feedback for cognitive radio networks using compressed sensing. Allerton (2010)
Ming Ouyang, Lei Ying
On scheduling in multi-channel wireless downlink networks with limited feedback. Allerton (2009)