Huaijun Jiang

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 14

Top Topics

Structure Learning

Parameter Tuning

Transfer Learning

Top Venues

Proc. VLDB Endow.

Publications

Yu Shen, Xinyuyang Ren, Yupeng Lu, Huaijun Jiang, Huanyong Xu, Di Peng, Yang Li, Wentao Zhang, Bin Cui
Rover: An online Spark SQL tuning service via generalized transfer learning. CoRR (2023)
Huaijun Jiang, Yu Shen, Yang Li, Wentao Zhang, Ce Zhang, Bin Cui
OpenBox: A Python Toolkit for Generalized Black-box Optimization. CoRR (2023)
Yang Li, Huaijun Jiang, Yu Shen, Yide Fang, Xiaofeng Yang, Danqing Huang, Xinyi Zhang, Wentao Zhang, Ce Zhang, Peng Chen, Bin Cui
Towards General and Efficient Online Tuning for Spark. Proc. VLDB Endow. 16 (12) (2023)
Yu Shen, Xinyuyang Ren, Yupeng Lu, Huaijun Jiang, Huanyong Xu, Di Peng, Yang Li, Wentao Zhang, Bin Cui
Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning. KDD (2023)
Yang Li, Huaijun Jiang, Yu Shen, Yide Fang, Xiaofeng Yang, Danqing Huang, Xinyi Zhang, Wentao Zhang, Ce Zhang, Peng Chen, Bin Cui
Towards General and Efficient Online Tuning for Spark. CoRR (2023)
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Zhi Yang, Ce Zhang, Bin Cui
TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning. KDD (2022)
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Zhi Yang, Ce Zhang, Bin Cui
TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning. CoRR (2022)
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Jixiang Li, Ji Liu, Ce Zhang, Bin Cui
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale. Proc. VLDB Endow. 15 (6) (2022)
Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui
Transfer Learning based Search Space Design for Hyperparameter Tuning. KDD (2022)
Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui
Transfer Learning based Search Space Design for Hyperparameter Tuning. CoRR (2022)
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Jixiang Li, Ji Liu, Ce Zhang, Bin Cui
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale. CoRR (2022)
Huaijun Jiang, Yu Shen, Yang Li
Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup. CoRR (2021)
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
OpenBox: A Generalized Black-box Optimization Service. KDD (2021)
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
OpenBox: A Generalized Black-box Optimization Service. CoRR (2021)