Huajie Qian

According to our database, Huajie Qian authored at least 13 papers between 2016 and 2024.

Collaborative distances:

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

2024

Bagging Improves Generalization Exponentially.

Huajie Qian, Donghao Ying, Henry Lam, Wotao Yin

CoRR, 2024

2023

HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent.

Ziang Chen, Jianfeng Lu, Huajie Qian, Xinshang Wang, Wotao Yin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes.

Zhiqiang Zhou, Chaoli Zhang, Lingna Ma, Jing Gu, Huajie Qian, Qingsong Wen, Liang Sun, Peng Li, Zhimin Tang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Subsampling to Enhance Efficiency in Input Uncertainty Quantification.

Henry Lam, Huajie Qian

Oper. Res., 2022

RobustScaler: QoS-Aware Autoscaling for Complex Workloads.

Huajie Qian, Qingsong Wen, Liang Sun, Jing Gu, Qiulin Niu, Zhimin Tang

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms.

Yingying Zhang, Zhengxiong Guan, Huajie Qian, Leili Xu, Hengbo Liu, Qingsong Wen, Liang Sun, Junwei Jiang, Lunting Fan, Min Ke

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning Prediction Intervals for Regression: Generalization and Calibration.

Haoxian Chen, Ziyi Huang, Henry Lam, Huajie Qian, Haofeng Zhang

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Optimization-Based Calibration of Simulation Input Models.

Aleksandrina Goeva, Henry Lam, Huajie Qian, Bo Zhang

Oper. Res., 2019

Validating Optimization with Uncertain Constraints.

Henry Lam, Huajie Qian

Proceedings of the 2019 Winter Simulation Conference, 2019

Random Perturbation and Bagging to Quantify Input Uncertainty.

Henry Lam, Huajie Qian

Proceedings of the 2019 Winter Simulation Conference, 2019

2018

Assessing solution Quality in stochastic Optimization via bootstrap Aggregating.

Henry Lam, Huajie Qian

Proceedings of the 2018 Winter Simulation Conference, 2018

Subsampling variance for input uncertainty Quantification.

Henry Lam, Huajie Qian

Proceedings of the 2018 Winter Simulation Conference, 2018

2016

The empirical likelihood approach to simulation input uncertainty.

Henry Lam, Huajie Qian

Proceedings of the Winter Simulation Conference, 2016