Qingsong Liu

According to our database, Qingsong Liu authored at least 20 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Smoothed Online Optimization for Target Tracking: Robust and Learning-Augmented Algorithms.

Ali Zeynali, Mahsa Sahebdel, Qingsong Liu, Mohammad Hajiesmaili, Ramesh K. Sitaraman

CoRR, September, 2025

Smoothed Online Decision Making in Communication: Algorithms and Applications.

Qingsong Liu, Zhuoran Li, Zhixuan Fang

IEEE Trans. Netw., 2025

Online Fair Allocation of Reusable Resources.

Qingsong Liu, Mohammad Hajiesmaili

Proceedings of the Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2025

AoI-Constrained Scheduling for Information Freshness Over Unreliable Channels.

Zifan Jia, Haihui Fan, Xiaoyan Gu, Bo Li, Weiping Wang, Qingsong Liu

Proceedings of the 33rd IEEE/ACM International Symposium on Quality of Service, 2025

Learning to Optimize Resource Utilization with QoS Guarantees.

Zifan Jia, Qingsong Liu, Haihui Fan, Xiaoyan Gu, Bo Li, Weiping Wang

Proceedings of the IEEE INFOCOM 2025, 2025

2024

Online Task Scheduling and Termination With Throughput Constraint.

Qingsong Liu, Zhixuan Fang

IEEE/ACM Trans. Netw., December, 2024

Optimal Caching for Partial-Observation Regime and Beyond.

Zifan Jia, Qingsong Liu, Jiang Zhou, Xiaoyan Gu, Yaoyu Zhang, Bo Li, Weiping Wang

IEEE Trans. Serv. Comput., 2024

Learning the Optimal Control for Evolving Systems with Converging Dynamics.

Qingsong Liu, Zhixuan Fang

Proceedings of the Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2024

Learning-based Scheduling for Information Gathering with QoS Constraints.

Qingsong Liu, Weihang Xu, Zhixuan Fang

Proceedings of the IEEE INFOCOM 2024, 2024

Adversarial Combinatorial Bandits with Switching Cost and Arm Selection Constraints.

Yin Huang, Qingsong Liu, Jie Xu

Proceedings of the IEEE INFOCOM 2024, 2024

Online Caching With Switching Cost and Operational Long-Term Constraints: An Online Learning Approach.

Zifan Jia, Qingsong Liu, Xiaoyan Gu, Haihui Fan, Feifei Dai, Bo Li, Weiping Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

Decentralized Scheduling with QoS Constraints: Achieving O(1) QoS Regret of Multi-Player Bandits.

Qingsong Liu, Zhixuan Fang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning to Schedule Tasks with Deadline and Throughput Constraints.

Qingsong Liu, Zhixuan Fang

Proceedings of the IEEE INFOCOM 2023, 2023

Learning To Regularized Resource Allocation with Budget Constraints.

Shaoke Fang, Qingsong Liu, Lei Xu, Wenfei Wu

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Simultaneously Achieving Sublinear Regret and Constraint Violations for Online Convex Optimization with Time-varying Constraints.

Qingsong Liu, Wenfei Wu, Longbo Huang, Zhixuan Fang

SIGMETRICS Perform. Evaluation Rev., 2022

Online Convex Optimization with Switching Costs: Algorithms and Performance.

Qingsong Liu, Zhuoran Li, Zhixuan Fang

Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022

Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness.

Qingsong Liu, Weihang Xu, Siwei Wang, Zhixuan Fang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning to Caching Under the Partial-feedback Regime.

Qingsong Liu, Yaoyu Zhang

Proceedings of the 18th International Conference on Network and Service Management, 2022

Optimal Dynamic Regret for Online Convex Optimization with Squared l2 Norm Switching Cost.

Qingsong Liu, Yaoyu Zhang

Proceedings of the American Control Conference, 2022

2021

HyperNAT: Scaling Up Network Address Translation with SmartNICs for Clouds.

Shaoke Fang, Qingsong Liu, Wenfei Wu

Proceedings of the IEEE Global Communications Conference, 2021