OpenBox: A Generalized Black-box Optimization Service. - Yang Li 106; Yu Shen 003; Wentao Zhang 001; Yuanwei Chen; Huaijun Jiang; Mingchao Liu; Jiawei Jiang 001; Jinyang Gao; Wentao Wu 001; Zhi Yang 001; Ce Zhang 001; Bin Cui 001 (KDD, 2021)

Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup. - Huaijun Jiang; Yu Shen 003; Yang Li 106 (CoRR, 2021)

Transfer Learning based Search Space Design for Hyperparameter Tuning. - Yang Li 106; Yu Shen 003; Huaijun Jiang; Tianyi Bai; Wentao Zhang 001; Ce Zhang 001; Bin Cui 001 (KDD, 2022)

TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning. - Yang Li 106; Yu Shen 003; Huaijun Jiang; Wentao Zhang 001; Zhi Yang 001; Ce Zhang 001; Bin Cui 001 (KDD, 2022)

Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale. - Yang Li 106; Yu Shen 003; Huaijun Jiang; Wentao Zhang 001; Jixiang Li; Ji Liu 002; Ce Zhang 001; Bin Cui 001 (Proc. VLDB Endow., 2022)

Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning. - Yu Shen 003; Xinyuyang Ren; Yupeng Lu; Huaijun Jiang; Huanyong Xu; Di Peng; Yang Li 106; Wentao Zhang 001; Bin Cui 001 (KDD, 2023)

OpenBox: A Python Toolkit for Generalized Black-box Optimization. - Huaijun Jiang; Yu Shen 003; Yang Li 106; Wentao Zhang 001; Ce Zhang 001; Bin Cui 001 (CoRR, 2023)

Towards General and Efficient Online Tuning for Spark. - Yang Li 106; Huaijun Jiang; Yu Shen 003; Yide Fang; Xiaofeng Yang; Danqing Huang; Xinyi Zhang 002; Wentao Zhang 001; Ce Zhang 001; Peng Chen; Bin Cui 001 (Proc. VLDB Endow., 2023)

OpenBox: A Python Toolkit for Generalized Black-box Optimization. - Huaijun Jiang; Yu Shen 003; Yang Li 106; Beicheng Xu; Sixian Du; Wentao Zhang 001; Ce Zhang 001; Bin Cui 001 (J. Mach. Learn. Res., 2024)

A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads. - Yu Shen 003; Beicheng Xu; Yupeng Lu; Donghui Chen; Huaijun Jiang; Zhipeng Xie; Senbo Fu; Nan Zhang 004; Yuxin Ren 001; Ning Jia; Xinwei Hu; Bin Cui 001 (ICDE, 2025)