HyperNAT: Scaling Up Network Address Translation with SmartNICs for Clouds. - Shaoke Fang; Qingsong Liu 001; Wenfei Wu (GLOBECOM, 2021)

Simultaneously achieving sublinear regret and constraint violations for online convex optimization with time-varying constraints. - Qingsong Liu 001; Wenfei Wu; Longbo Huang; Zhixuan Fang (Perform. Evaluation, 2021)

Optimal Dynamic Regret for Online Convex Optimization with Squared l2 Norm Switching Cost. - Qingsong Liu 001; Yaoyu Zhang (ACC, 2022)

Learning to Caching Under the Partial-feedback Regime. - Qingsong Liu 001; Yaoyu Zhang (CNSM, 2022)

Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness. - Qingsong Liu 001; Weihang Xu; Siwei Wang 002; Zhixuan Fang (NeurIPS, 2022)

Online Convex Optimization with Switching Costs: Algorithms and Performance. - Qingsong Liu 001; Zhuoran Li; Zhixuan Fang (WiOpt, 2022)

Learning To Regularized Resource Allocation with Budget Constraints. - Shaoke Fang; Qingsong Liu 001; Lei Xu; Wenfei Wu (ICASSP, 2023)

Learning to Schedule Tasks with Deadline and Throughput Constraints. - Qingsong Liu 001; Zhixuan Fang (INFOCOM, 2023)

Decentralized Scheduling with QoS Constraints: Achieving O(1) QoS Regret of Multi-Player Bandits. - Qingsong Liu 001; Zhixuan Fang (AAAI, 2024)

Online Caching With Switching Cost and Operational Long-Term Constraints: An Online Learning Approach. - Zifan Jia; Qingsong Liu 001; Xiaoyan Gu 001; Haihui Fan; Feifei Dai; Bo Li 063; Weiping Wang 005 (ICASSP, 2024)

Adversarial Combinatorial Bandits with Switching Cost and Arm Selection Constraints. - Yin Huang; Qingsong Liu 001; Jie Xu 001 (INFOCOM, 2024)

Learning-based Scheduling for Information Gathering with QoS Constraints. - Qingsong Liu 001; Weihang Xu; Zhixuan Fang (INFOCOM, 2024)

Learning the Optimal Control for Evolving Systems with Converging Dynamics. - Qingsong Liu 001; Zhixuan Fang (Proc. ACM Meas. Anal. Comput. Syst., 2024)

Optimal Caching for Partial-Observation Regime and Beyond. - Zifan Jia; Qingsong Liu 001; Jiang Zhou; Xiaoyan Gu 001; Yaoyu Zhang; Bo Li 063; Weiping Wang 005 (IEEE Trans. Serv. Comput., 2024)

Online Task Scheduling and Termination With Throughput Constraint. - Qingsong Liu 001; Zhixuan Fang (IEEE/ACM Trans. Netw., 2024)

Learning to Optimize Resource Utilization with QoS Guarantees. - Zifan Jia; Qingsong Liu 001; Haihui Fan; Xiaoyan Gu 001; Bo Li 063; Weiping Wang 005 (INFOCOM, 2025)

Online Fair Allocation of Reusable Resources. - Qingsong Liu 001; Mohammad Hajiesmaili (Proc. ACM Meas. Anal. Comput. Syst., 2025)