Xin Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Markov Decision Process

Distribution Networks

Heavy Traffic Limit

Top Venues

Perform. Evaluation

SIGMETRICS Perform. Evaluation Rev.

Publications

Junkai Qian, Yuning Jiang, Xin Liu, Qiong Wang, Ting Wang, Yuanming Shi, Wei Chen
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. IEEE Internet Things J. 11 (3) (2024)
Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. WCNC (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)
Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
POBO: Safe and Optimal Resource Management for Cloud Microservices. SIGMETRICS Perform. Evaluation Rev. 51 (4) (2024)
Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
POBO: Safe and optimal resource management for cloud microservices. Perform. Evaluation 162 (2023)
Shangshang Wang, Simeng Bian, Xin Liu, Ziyu Shao
Neural Constrained Combinatorial Bandits. INFOCOM (2023)
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)
Xin Liu, Kang Gong, Lei Ying
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. SIGMETRICS (Abstracts) (2022)
Xin Liu, Kang Gong, Lei Ying
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. CoRR (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)
Honghao Wei, Xin Liu, Lei Ying
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. CoRR (2021)
Xin Liu, Bin Li, Pengyi Shi, Lei Ying
An Efficient Pessimistic-Optimistic Algorithm for Constrained Linear Bandits. CoRR (2021)
Xin Liu, Bin Li, Pengyi Shi, Lei Ying
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints. NeurIPS (2021)
Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant
Wireless scheduling with deadline and power constraints. Perform. Evaluation 146 (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)
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)
Hairi, Xin Liu, Lei Ying
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. CoRR (2020)
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)
Xin Liu, Weichang Wang, Lei Ying
Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. Perform. Evaluation 135 (2019)
Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant
Wireless scheduling with deadline and power constraints. CISS (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)
Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying
Fluid-Model-Based Car Routing for Modern Ridesharing Systems. SIGMETRICS (Abstracts) (2017)
Xin Liu, Lei Ying
Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. CISS (2016)