刘鑫

1. Guo Hengquan*, , Guo Hengquan; Zhu Qi; Liu Xin#, Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints , L4DC, 2023,

2. 王上上*, Shao, Ziyu;, Wang, Shangshang;Bian, Simeng;Liu, Xin;Shao, Ziyu#, Neural Constrained Combinatorial Bandits, IEEE INFOCOM 2023, May 2023,

3. Guo Hengquan*, Liu Xin, Hengquan Guo, Xin Liu, Honghao Wei, and Lei Ying#, Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. , NeurIPS , 2022,

4. 刘鑫*, Liu, Xin;, Liu, Xin;Ying, Lei#, Universal Scaling of Distributed Queues Under Load Balancing in the Super-Halfin-Whitt Regime, IEEE-ACM TRANSACTIONS ON NETWORKING, 01 Feb 2022,

5. 刘鑫*, , Liu, Xin;Gong, Kang;Ying, Lei#, Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms, SIGMETRICS/PERFORMANCE 2022 - ABSTRACT PROCEEDINGS OF THE 2022 ACM SIGMETRICS/IFIP PERFORMANCE JOINT INTERNATIONAL CONFERENCE ON MEASUREMENT AND MODELING OF COMPUTER SYSTEMS, 06 Jun 2022, 101-102

6. Wei, Honghao*, Wei, Honghao;, Wei, Honghao;Liu, Xin;Ying, Lei#, Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation, INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151, 2022, 151

7. Wei, Honghao*, , Wei, Honghao;Liu, Xin;Ying, Lei#, A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes, PROCEEDINGS OF THE 36TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2022, 30 Jun 2022, 36:3868-3876

8. Liu Xin*, , Xin Liu, Bin Li, Pengyi Shi, and Lei Ying#, An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints., NeurIPS , 2021,

9. Liu Xin*, , Xin Liu, Kang Gong, and Lei Ying#, Steady-State Analysis of Load Balancing with Coxian-2 Distribution Service Times. , Naval Research Logistics, 2021,

10. Liu Xin*, , Xin Liu and Lei Ying#, Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime. , Journal of Applied Probability, 2020,

11. Liu Xin*, , Xin Liu, Weichang Wang, and Lei Ying#, Spatial-Temporal Routing for Supporting End-to-End Hard Deadlines in Multi-Hop Networks. , Performance Evaluation, 2019,

12. Anton Braverman*, , Anton Braverman, Jim Dai, Xin Liu, and Lei Ying #, Empty-Car Routing in Ridesharing Systems. , Operations Research, 2019,

13. Liu Xin*, , Xin Liu and Lei Ying#, On Achieving Zero Delay with Power-of-d-choices Load Balancing. , INFOCOM, 2018,