Qingxiao Sun

Most-cited papers

The Deep Learning Compiler: A Comprehensive Survey
Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun +6 more
2020IEEE Transactions on Parallel and Distributed Systems259 citations Open access
Semantic Scholar
Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors
Mingzhen Li, Yi Liu, Hai-Long Yang, Yongmin Hu +6 more
2021International Conference on Parallel Processing20 citations
Semantic Scholar
SpTFS: Sparse Tensor Format Selection for MTTKRP via Deep Learning
Qingxiao Sun, Yi Liu, Ming Dun, Hai-Long Yang +4 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis20 citations
Semantic Scholar
Highly scalable parallel genetic algorithm on Sunway many-core processors
Zhiyong Xiao, Xu Liu, Jingheng Xu, Qingxiao Sun +1 more
2021Future generations computer systems18 citations
Semantic Scholar
CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs
Qingxiao Sun, Yi Liu, Hai-Long Yang, Rui-Zhe Zhang +7 more
2022International Conference for High Performance Computing, Networking, Storage and Analysis17 citations
Semantic Scholar
csTuner: Scalable Auto-tuning Framework for Complex Stencil Computation on GPUs
Qingxiao Sun, Yi Liu, Hai-Long Yang, Zhong-Hui Jiang +4 more
2021IEEE International Conference on Cluster Computing15 citations
Semantic Scholar
StencilMART: Predicting Optimization Selection for Stencil Computations across GPUs
Qingxiao Sun, Yi Liu, Hai-Long Yang, Zhong-Hui Jiang +2 more
2022IEEE International Parallel and Distributed Processing Symposium13 citations
Semantic Scholar
Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP
Qingxiao Sun, Yi Liu, Hai-Long Yang, Ming Dun +4 more
2021IEEE transactions on computers13 citations
Semantic Scholar
Adaptive Auto-Tuning Framework for Global Exploration of Stencil Optimization on GPUs
Qingxiao Sun, Yi Liu, Hai-Long Yang, Zhonghui Jiang +2 more
2024IEEE Transactions on Parallel and Distributed Systems11 citations
Semantic Scholar
SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs
Qingxiao Sun, Yi Liu, Hai-Long Yang, Zhong-Zhi Luan +1 more
2019IEEE International Conference on Cluster Computing11 citations
Semantic Scholar
QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU
Qingxiao Sun, Liu Yi, Hai-Long Yang, Mingzhen Li +2 more
2022Parallel Computing6 citations
Semantic Scholar
An optimized tensor completion library for multiple GPUs
Ming Dun, Yunchun Li, Hai-Long Yang, Qingxiao Sun +2 more
2021International Conference on Supercomputing5 citations
Semantic Scholar
Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU
Jian Liao, Mingzhen Li, Hai-Long Yang, Qingxiao Sun +9 more
2023IEEE International Parallel and Distributed Processing Symposium4 citations
Semantic Scholar
Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU
Jian-He Liao, Mingzhen Li, Qingxiao Sun, Ji-Wei Hao +7 more
2022arXiv.org4 citations Open access
Semantic Scholar
Improving Thread-level Parallelism in GPUs Through Expanding Register File to Scratchpad Memory
Chao Yu, Yue-Bin Bai, Qingxiao Sun, Hai-Long Yang
2018ACM Transactions on Architecture and Code Optimization (TACO)4 citations Open access
Semantic Scholar
xGR: Efficient Generative Recommendation Serving at Scale
Qingxiao Sun, Tongxuan Liu, Shen Zhang, Si-Yu Wu +12 more
2025arXiv.org2 citations
Semantic Scholar
GNNPerf: Towards Effective Performance Profiling and Analysis Across GNN Frameworks
Kejie Ma, Hai-Long Yang, Zi-Zhen Zhang, Xin You +5 more
2025IEEE International Parallel and Distributed Processing Symposium2 citations
Semantic Scholar
Towards efficient canonical polyadic decomposition on sunway many-core processor
Ming Dun, Yunchun Li, Qingxiao Sun, Hai-Long Yang +5 more
2021Information Sciences2 citations
Semantic Scholar
Mitigating I/O Impact of Checkpointing on Large Scale Parallel Systems
Nana Wang, Qingxiao Sun, Yi Liu, D. Qian
20182018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)2 citations
Semantic Scholar
INSPIRIT: Adaptive Priority-based Task Scheduling for Heterogeneous Hardware
Yiqing Wang, Hai-Long Yang, Xiaoyan Liu, Xin-Yu Yang +7 more
2025IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum1 citations
Semantic Scholar
Towards Optimized Streaming Tensor Completion on multiple GPUs
Ji-Wei Hao, Hai-Long Yang, Qingxiao Sun, Huaitao Zhang +2 more
20222022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys)0 citations
Semantic Scholar
Data for: Highly Scalable Parallel Genetic Algorithm on Sunway Many-core Processors
Zhengguang Xiao, L. Gan, Xu Liu, Jingheng Xu +1 more
20200 citations
Semantic Scholar
Accelerating De Novo Assembler WTDBG2 on Commodity Servers
Ming Dun, Yunchun Li, Xin You, Qingxiao Sun +2 more
2020International Conference on Algorithms and Architectures for Parallel Processing0 citations
Semantic Scholar
Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models
Stelios Maroudas, Sotiris Legkas, †. ProdromosMalakasiotis, Ilias Chalkidis +61 more
0 citations
Semantic Scholar