Xin Liu - RankMe

72 papers A* 17A 4B 5Misc 2Journal 39Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Microservice Deployment in Space Computing Power Networks Via Robust Reinforcement Learning. IEEE Trans. Mob. Comput. Zhiyong Yu, Yuning Jiang, Xin Liu, Yuanming Shi, Chunxiao Jiang, Linling Kuang
2026	J	`jnl`	Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. IEEE Trans. Netw. Xin Liu, Honghao Wei, Lei Ying
2026	J	`jnl`	Throughput-Optimized Service Routing for Microservice Flows in LEO Satellite Networks. IEEE Trans. Mob. Comput. Xindi He, Ting Wang, Yuanming Shi, Xin Liu
2025	A*	`conf`	An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints. ICML Jiahui Zhu, Kihyun Yu, Dabeen Lee, Xin Liu, Honghao Wei
2025	J	`jnl`	An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints. CoRR Jiahui Zhu, Kihyun Yu, Dabeen Lee, Xin Liu, Honghao Wei
2025	A*	`conf`	Energy-Efficient Paging for Duty-Cycled LTE Backscatter. INFOCOM Yunyun Feng, Xin Liu, Jia Zhao, Yuan Ding, Gongpu Wang, Wei Gong
2025	J	`jnl`	Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning. CoRR Zhiyong Yu, Yuning Jiang, Xin Liu, Yuanming Shi, Chunxiao Jiang, Linling Kuang
2025	J	`jnl`	Microservice Migration in Hybrid Satellite-Terrestrial Networks for Autonomous Vehicles. J. Commun. Inf. Networks Xin Long, Yuning Jiang, Zixin Wang, Xin Liu, Yuanming Shi, Yong Zhou
2025	J	`jnl`	Neural Constrained Combinatorial Bandits. IEEE Trans. Netw. Shangshang Wang, Simeng Bian, Xin Liu, Ziyu Shao
2025	A*	`conf`	No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks. IJCAI Yongxin Xu, Hengquan Guo, Ziyu Shao, Xin Liu
2025	A	`conf`	On Preference-based Stochastic Linear Contextual Bandits with Knapsacks. AISTATS Xin Liu
2025	A*	`conf`	On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime. ICLR Hengquan Guo, Xin Liu
2025	A*	`conf`	On the Power of Optimism in Constrained Online Convex Optimization. IJCAI Haobo Zhang, Hengquan Guo, Xin Liu
2025	—	`conf`	SAI: Latency-Aware Satellite Edge LAM Inference with Looped Transformer. ICC Honggang Yuan, Zixin Wang, Yuning Jiang, Xin Liu, Yuanming Shi, Ting Wang
2025	J	`jnl`	Safe Learning in Stochastic Continuum-Armed Bandit With Constraints and Its Application to Network Resource Management. IEEE Trans. Netw. Hengquan Guo, Qi Zhu, Xin Liu
2024	J	`jnl`	A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems. IEEE Trans. Intell. Transp. Syst. Honghao Wei, Zixian Yang, Xin Liu, Zhiwei (Tony) Qin, Xiaocheng Tang, Lei Ying
2024	J	`jnl`	Adversarially Trained Actor Critic for offline CMDPs. CoRR Honghao Wei, Xiyue Peng, Xin Liu, Arnob Ghosh
2024	A*	`conf`	Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning. NeurIPS Honghao Wei, Xiyue Peng, Arnob Ghosh, Xin Liu
2024	A*	`conf`	Efficient Two-Way Edge Backscatter with Commodity Bluetooth. INFOCOM Maoran Jiang, Xin Liu, Dong Li, Wei Gong
2024	J	`jnl`	Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization. CoRR Xiyue Peng, Hengquan Guo, Jiawei Zhang, Dongqing Zou, Ziyu Shao, Honghao Wei, Xin Liu
2024	J	`jnl`	Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment. J. Mach. Learn. Res. Zixian Yang, Xin Liu, Lei Ying
2024	J	`jnl`	Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. IEEE Internet Things J. Junkai Qian, Yuning Jiang, Xin Liu, Qiong Wang, Ting Wang, Yuanming Shi, Wei Chen
2024	B	`conf`	Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. WCNC Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024	A	`conf`	Learning to Schedule Online Tasks with Bandit Feedback. AAMAS Yongxin Xu, Shangshang Wang, Hengquan Guo, Xin Liu, Ziyu Shao
2024	J	`jnl`	Learning to Schedule Online Tasks with Bandit Feedback. CoRR Yongxin Xu, Shangshang Wang, Hengquan Guo, Xin Liu, Ziyu Shao
2024	B	`conf`	Microservice Deployment for Satellite Edge AI Inference via Deep Reinforcement Learning. PIMRC Zhiyong Yu, Hei Victor Cheng, Zhanpeng Yang, Xin Liu, Yuning Jiang, Yong Zhou, Yuanming Shi
2024	B	`conf`	Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions. MobiHoc Xin Liu, Honghao Wei, Lei Ying
2024	J	`jnl`	POBO: Safe and Optimal Resource Management for Cloud Microservices. SIGMETRICS Perform. Evaluation Rev. Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
2024	A	`conf`	QueueFlower: Orchestrating Microservice Workflows via Dynamic Queue Balancing. ICWS Hongchen Cao, Xinrui Liu, Hengquan Guo, Jingzhu He, Xin Liu
2024	A*	`conf`	Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. AAAI Honghao Wei, Xin Liu, Lei Ying
2024	J	`jnl`	Safe and Efficient Online Convex Optimization with Linear Budget Constraints and Partial Feedback. CoRR Shanqi Liu, Xin Liu
2024	A*	`conf`	Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage. NeurIPS Haobo Zhang, Xiyue Peng, Honghao Wei, Xin Liu
2024	A*	`conf`	Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework. COLT Hengquan Guo, Xin Liu
2023	J	`jnl`	Federated Linear Bandit Learning via Over-the-Air Computation. CoRR Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi
2023	B	`conf`	Federated Linear Bandit Learning via Over-the-air Computation. GLOBECOM Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi
2023	J	`jnl`	Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. CoRR Junkai Qian, Yuning Jiang, Xin Liu, Qing Wang, Ting Wang, Yuanming Shi, Wei Chen
2023	A*	`conf`	Neural Constrained Combinatorial Bandits. INFOCOM Shangshang Wang, Simeng Bian, Xin Liu, Ziyu Shao
2023	A*	`conf`	Online Nonstochastic Control with Adversarial and Static Constraints. ICML Xin Liu, Zixian Yang, Lei Ying
2023	J	`jnl`	Online Nonstochastic Control with Adversarial and Static Constraints. CoRR Xin Liu, Zixian Yang, Lei Ying
2023	J	`jnl`	POBO: Safe and optimal resource management for cloud microservices. Perform. Evaluation Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
2023	—	`conf`	Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. L4DC Hengquan Guo, Zhu Qi, Xin Liu
2023	J	`jnl`	Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. CoRR Honghao Wei, Xin Liu, Lei Ying
2023	A*	`conf`	Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. NeurIPS Honghao Wei, Xin Liu, Weina Wang, Lei Ying
2023	J	`jnl`	Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. CoRR Honghao Wei, Xin Liu, Weina Wang, Lei Ying
2022	J	`jnl`	A Constrained Bandit Approach for Online Dispatching. SIGMETRICS Perform. Evaluation Rev. Xin Liu, Bin Li, Pengyi Shi, Lei Ying
2022	A*	`conf`	A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. AAAI Honghao Wei, Xin Liu, Lei Ying
2022	J	`jnl`	Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment. CoRR Zixian Yang, Xin Liu, Lei Ying
2022	—	`conf`	Exploration. Exploitation, and Engagement in Multi-Armed Bandits with Abandonment. Allerton Zixian Yang, Xin Liu, Lei Ying
2022	—	`conf`	Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. SIGMETRICS (Abstracts) Xin Liu, Kang Gong, Lei Ying
2022	J	`jnl`	Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. CoRR Xin Liu, Kang Gong, Lei Ying
2022	A*	`conf`	Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. NeurIPS Hengquan Guo, Xin Liu, Honghao Wei, Lei Ying
2022	J	`jnl`	Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. CoRR Hengquan Guo, Qi Zhu, Xin Liu
2022	J	`jnl`	Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. CoRR Xin Liu, Honghao Wei, Lei Ying
2022	A	`conf`	Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. AISTATS Honghao Wei, Xin Liu, Lei Ying
2022	J	`jnl`	Universal Scaling of Distributed Queues Under Load Balancing in the Super-Halfin-Whitt Regime. IEEE/ACM Trans. Netw. Xin Liu, Lei Ying
2021	J	`jnl`	A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. CoRR Honghao Wei, Xin Liu, Lei Ying
2021	J	`jnl`	An Efficient Pessimistic-Optimistic Algorithm for Constrained Linear Bandits. CoRR Xin Liu, Bin Li, Pengyi Shi, Lei Ying
2021	A*	`conf`	An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints. NeurIPS Xin Liu, Bin Li, Pengyi Shi, Lei Ying
2021	B	`conf`	Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. MobiHoc Hairi, Xin Liu, Lei Ying
2021	J	`jnl`	Wireless scheduling with deadline and power constraints. Perform. Evaluation Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant
2020	J	`jnl`	Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. CoRR Hairi, Xin Liu, Lei Ying
2020	J	`jnl`	POND: Pessimistic-Optimistic oNline Dispatch. CoRR Xin Liu, Bin Li, Pengyi Shi, Lei Ying
2020	J	`jnl`	Steady-state analysis of load-balancing algorithms in the sub-Halfin-Whitt regime. J. Appl. Probab. Xin Liu, Lei Ying
2019	J	`jnl`	Empty-Car Routing in Ridesharing Systems. Oper. Res. Anton Braverman, Jian Gang Dai, Xin Liu, Lei Ying
2019	J	`jnl`	On Achieving Zero Delay with Power-of-d-Choices Load Balancing. IEEE Trans. Netw. Sci. Eng. Xin Liu, Lei Ying
2019	J	`jnl`	Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. Perform. Evaluation Xin Liu, Weichang Wang, Lei Ying
2018	J	`jnl`	A Simple Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime. SIGMETRICS Perform. Evaluation Rev. Xin Liu, Lei Ying
2018	A*	`conf`	On Achieving Zero Delay with Power-of-d-Choices Load Balancing. INFOCOM Xin Liu, Lei Ying
2018	Misc	`conf`	Wireless scheduling with deadline and power constraints. CISS Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant
2017	—	`conf`	Fluid-Model-Based Car Routing for Modern Ridesharing Systems. SIGMETRICS (Abstracts) Anton Braverman, Jian Gang Dai, Xin Liu, Lei Ying
2016	Misc	`conf`	Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. CISS Xin Liu, Lei Ying
2014	J	`jnl`	Joint Beamforming and User Selection in Multicast Downlink Channel under Secrecy-Outage Constraint. IEEE Commun. Lett. Xin Liu, Feifei Gao, Gongpu Wang, Xiyuan Wang