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Journal Articles
- 2024
[j7]Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian:
Adaptive Auto-Tuning Framework for Global Exploration of Stencil Optimization on GPUs. IEEE Trans. Parallel Distributed Syst. 35(1): 20-33 (2024)- 2022
- [j6]Qingxiao Sun, Liu Yi, Hailong Yang
, Mingzhen Li, Zhongzhi Luan, Depei Qian:
QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU. Parallel Comput. 113: 102958 (2022) - [j5]Qingxiao Sun, Yi Liu, Hailong Yang, Ming Dun, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP. IEEE Trans. Computers 71(8): 1968-1981 (2022) - 2021
- [j4]Zhiyong Xiao, Xu Liu, Jingheng Xu, Qingxiao Sun, Lin Gan:
Highly scalable parallel genetic algorithm on Sunway many-core processors. Future Gener. Comput. Syst. 114: 679-691 (2021) - [j3]Ming Dun, Yunchun Li, Qingxiao Sun, Hailong Yang, Wei Li, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
Towards efficient canonical polyadic decomposition on sunway many-core processor. Inf. Sci. 549: 221-248 (2021) - [j2]Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
The Deep Learning Compiler: A Comprehensive Survey. IEEE Trans. Parallel Distributed Syst. 32(3): 708-727 (2021) - 2019
- [j1]Chao Yu, Yuebin Bai, Qingxiao Sun, Hailong Yang:
Improving Thread-level Parallelism in GPUs Through Expanding Register File to Scratchpad Memory. ACM Trans. Archit. Code Optim. 15(4): 48:1-48:24 (2019)
Conference and Workshop Papers
- 2024
- [c12]Qingxiao Sun:
GeST: Generalized Stencil Auto-tuning Framework on GPUs. ACM TUR-C 2024 - [c11]Wenqing Lin, Hemeng Wang, Haodong Deng, Qingxiao Sun:
ScalFrag: Efficient Tiled-MTTKRP with Adaptive Launching on GPUs. CLUSTER 2024: 335-345 - 2023
- [c10]Jianjin Liao, Mingzhen Li, Hailong Yang, Qingxiao Sun, Biao Sun, Jiwei Hao, Tianyu Feng, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Zhongzhi Luan, Depei Qian:
Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU. IPDPS 2023: 156-166 - 2022
- [c9]Jiwei Hao, Hailong Yang, Qingxiao Sun, Huaitao Zhang, Zhongzhi Luan, Depei Qian:
Towards Optimized Streaming Tensor Completion on multiple GPUs. HPCC/DSS/SmartCity/DependSys 2022: 1123-1128 - [c8]Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian:
StencilMART: Predicting Optimization Selection for Stencil Computations across GPUs. IPDPS 2022: 875-885 - [c7]Qingxiao Sun, Yi Liu, Hailong Yang, Ruizhe Zhang, Ming Dun, Mingzhen Li, Xiaoyan Liu, Wencong Xiao, Yong Li, Zhongzhi Luan, Depei Qian:
CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs. SC 2022: 39:1-39:15 - 2021
- [c6]Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Xiaoyan Liu, Ming Dun, Zhongzhi Luan, Depei Qian:
csTuner: Scalable Auto-tuning Framework for Complex Stencil Computation on GPUs. CLUSTER 2021: 192-203 - [c5]Mingzhen Li, Yi Liu, Hailong Yang, Yongmin Hu, Qingxiao Sun, Bangduo Chen, Xin You, Xiaoyan Liu, Zhongzhi Luan, Depei Qian:
Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors. ICPP 2021: 34:1-34:12 - [c4]Ming Dun, Yunchun Li, Hailong Yang, Qingxiao Sun, Zhongzhi Luan, Depei Qian:
An optimized tensor completion library for multiple GPUs. ICS 2021: 417-430 - 2020
- [c3]Ming Dun, Yunchun Li, Xin You, Qingxiao Sun, Zerong Luan, Hailong Yang:
Accelerating De Novo Assembler WTDBG2 on Commodity Servers. ICA3PP (1) 2020: 232-246 - [c2]Qingxiao Sun, Yi Liu, Ming Dun, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
SpTFS: sparse tensor format selection for MTTKRP via deep learning. SC 2020: 18 - 2019
- [c1]Qingxiao Sun, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian:
SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs. CLUSTER 2019: 1-5
Informal and Other Publications
- 2022
- [i2]Jianjin Liao, Mingzhen Li, Qingxiao Sun, Jiwei Hao, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian:
Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU. CoRR abs/2209.02478 (2022) - 2020
- [i1]Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
The Deep Learning Compiler: A Comprehensive Survey. CoRR abs/2002.03794 (2020)
Coauthor Index
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