Shenghao Qiu

According to our database, Shenghao Qiu authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization.

Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang

Trans. Mach. Learn. Res., 2024

GraphCube: Interconnection Hierarchy-aware Graph Processing.

Xinbiao Gan, Guang Wu, Shenghao Qiu, Feng Xiong, Jiaqi Si, Jianbin Fang, Dezun Dong, Chunye Gong, Tiejun Li, Zheng Wang

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

2023

Enhancing High-dimensional Bayesian Optimization by Optimizing the Acquisition Function Maximizer Initialization.

Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang

CoRR, 2023

2022

STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training.

Xiaoyang Sun, Wei Wang, Shenghao Qiu, Renyu Yang, Songfang Huang, Jie Xu, Zheng Wang

Proceedings of the SC22: International Conference for High Performance Computing, 2022

AIACC-Training: Optimizing Distributed Deep Learning Training through Multi-streamed and Concurrent Gradient Communications.

Lixiang Lin, Shenghao Qiu, Ziqi Yu, Liang You, Long Xin, Xiaoyang Sun, Jie Xu, Zheng Wang

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Optimizing Sparse Matrix Multiplications for Graph Neural Networks.

Shenghao Qiu, You Liang, Zheng Wang

Proceedings of the Languages and Compilers for Parallel Computing, 2021