Yunquan Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 98

Top Venues

CoRR

IEEE Trans. Parallel Distributed Syst.

ICPADS

Publications

Yunquan Zhang, Guangming Tan, Liang Yuan
Special issue of HPCChina 2023. CCF Trans. High Perform. Comput. 6 (1) (2024)
Ruge Zhang, Haipeng Jia, Yunquan Zhang, Baicheng Yan, Penghao Ma, Long Wang, Wenxuan Zhao
OpenFFT-SME: An Efficient Outer Product Pattern FFT Library on ARM SME CPUs. IPDPS (2024)
Wenxuan Zhao, Liang Yuan, Baicheng Yan, Penghao Ma, Yunquan Zhang, Long Wang, Zhe Wang
Stencil Computation with Vector Outer Product. ICS (2024)
Luhan Wang, Haipeng Jia, Lei Xu, Cunyang Wei, Kun Li, Xianmeng Jiang, Yunquan Zhang
VNEC: A Vectorized Non-Empty Column Format for SpMV on CPUs. IPDPS (2024)
Cunyang Wei, Haipeng Jia, Yunquan Zhang, Jianyu Yao, Chendi Li, Wenxuan Cao
IrGEMM: An Input-Aware Tuning Framework for Irregular GEMM on ARM and X86 CPUs. IEEE Trans. Parallel Distributed Syst. 35 (9) (2024)
Zhiqian Xu, Honghui Shang, Yi Fan, Xiongzhi Zeng, Yunquan Zhang, Chu Guo
Scalable and Differentiable Simulator for Quantum Computational Chemistry. IPDPS (2024)
Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores. PPoPP (2024)
Daning Cheng, Shigang Li, Yunquan Zhang
Asynch-SGBDT: Train Stochastic Gradient Boosting Decision Trees in an Asynchronous Parallel Manner. IPDPS (2023)
Tun Chen, Haipeng Jia, Yunquan Zhang, Kun Li, Zhihao Li, Xiang Zhao, Jianyu Yao, Chendi Li
OpenFFT: An Adaptive Tuning Framework for 3D FFT on ARM Multicore CPUs. ICS (2023)
Kun Li, Zhichun Li, Yuetao Chen, Zixuan Wang, Yiwei Zhang, Liang Yuan, Haipeng Jia, Yunquan Zhang, Ting Cao, Mao Yang
Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing. CoRR (2023)
Rongyuan Guo, Haipeng Jia, Yunquan Zhang, Mingsen Deng, Cunyang Wei, Wenbin Chang, Xiang Zhao
SA_TRSM: A Shape-Aware Auto-Tuning Framework for Small-Scale Irregular-Shaped TRSM. ICPADS (2023)
Yan Zeng, Chengchuang Huang, Yijie Ni, Chunbao Zhou, Jilin Zhang, Jue Wang, Mingyao Zhou, Meiting Xue, Yunquan Zhang
An Auto-Parallel Method for Deep Learning Models Based on Genetic Algorithm. ICPADS (2023)
Wenxuan Zhao, Liang Yuan, Baicheng Yan, Penghao Ma, Yunquan Zhang, Long Wang, Zhe Wang
Stencil Computation with Vector Outer Product. CoRR (2023)
Hang Cao, Liang Yuan, He Zhang, Yunquan Zhang, Baodong Wu, Kun Li, Shigang Li, Minghua Zhang, Pengqi Lu, Junmin Xiao
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Yan Zeng, Yuankai Mu, Junfeng Yuan, Siyuan Teng, Jilin Zhang, Jian Wan, Yongjian Ren, Yunquan Zhang
Adaptive Federated Learning With Non-IID Data. Comput. J. 66 (11) (2023)
Yan Zeng, Yong Ding, Dongyang Ou, Jilin Zhang, Yongjian Ren, Yunquan Zhang
MP-DPS: adaptive distributed training for deep learning based on node merging and path prediction. CCF Trans. High Perform. Comput. 5 (4) (2023)
Lei Xu, Honghui Shang, Xin Chen, Yunquan Zhang, Lifang Wang, Xingyu Gao, Haifeng Song
Redesigning OpenKMC for Multi-Component Trillion-Atom Simulations on the New Sunway Supercomputer. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
Zhihao Li, Haipeng Jia, Yunquan Zhang, Yuyan Sun, Yiwei Zhang, Tun Chen
Generating Fast FFT Kernels on CPUs via FFT-Specific Intrinsics. PPoPP (2023)
Yan Zeng, Guangzheng Yi, Yuyu Yin, Jiyang Wu, Meiting Xue, Jilin Zhang, Jian Wan, Yunquan Zhang
Aware: Adaptive Distributed Training with Computation, Communication and Position Awareness for Deep Learning Model. HPCC/DSS/SmartCity/DependSys (2022)
Luhan Wang, Haipeng Jia, Yunquan Zhang, Kun Li, Cunyang Wei
EgpuIP: An Embedded GPU Accelerated Library for Image Processing. HPCC/DSS/SmartCity/DependSys (2022)
Yuetao Chen, Keni Qiu, Li Chen, Haipeng Jia, Yunquan Zhang, Limin Xiao, Lei Liu
Publisher Correction: Smart scheduler: an adaptive NVM-aware thread scheduling approach on NUMA systems. CCF Trans. High Perform. Comput. 4 (4) (2022)
Chendi Li, Haipeng Jia, Hang Cao, Jianyu Yao, Boqian Shi, Chunyang Xiang, Jinbo Sun, Pengqi Lu, Yunquan Zhang
AutoTSMM: An Auto-tuning Framework for Building High-Performance Tall-and-Skinny Matrix-Matrix Multiplication on CPUs. CoRR (2022)
Cunyang Wei, Haipeng Jia, Yunquan Zhang, Kun Li, Luhan Wang
LBBGEMM: A Load-balanced Batch GEMM Framework on ARM CPU s. HPCC/DSS/SmartCity/DependSys (2022)
Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue, Hang Cao
An Efficient Vectorization Scheme for Stencil Computation. IPDPS (2022)
Kun Li, Liang Yuan, Yunquan Zhang, Gongwei Chen
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Honghui Shang, Li Shen, Yi Fan, Zhiqian Xu, Chu Guo, Jie Liu, Wenhao Zhou, Huan Ma, Rongfen Lin, Yuling Yang, Fang Li, Zhuoya Wang, Yunquan Zhang, Zhenyu Li
Large-Scale Simulation of Quantum Computational Chemistry on a New Sunway Supercomputer. SC (2022)
Yan Zeng, Jiyang Wu, Jilin Zhang, Yongjian Ren, Yunquan Zhang
Trinity: Neural Network Adaptive Distributed Parallel Training Method Based on Reinforcement Learning. Algorithms 15 (4) (2022)
Yuetao Chen, Keni Qiu, Li Chen, Haipeng Jia, Yunquan Zhang, Limin Xiao, Lei Liu
Smart scheduler: an adaptive NVM-aware thread scheduling approach on NUMA systems. CCF Trans. High Perform. Comput. 4 (4) (2022)
Mingchuan Wu, Yangjun Wu, Honghui Shang, Ying Liu, Huimin Cui, Fang Li, Xiaohui Duan, Yunquan Zhang, Xiaobing Feng
Scaling Poisson Solvers on Many Cores via MMEwald. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Jianyu Yao, Boqian Shi, Chunyang Xiang, Haipeng Jia, Chendi Li, Hang Cao, Yunquan Zhang
IAAT: A Input-Aware Adaptive Tuning framework for Small GEMM. CoRR (2022)
Cunyang Wei, Haipeng Jia, Yunquan Zhang, Liusha Xu, Ji Qi
IATF: An Input-Aware Tuning Framework for Compact BLAS Based on ARMv8 CPUs. ICPP (2022)
Yunquan Zhang, Jidong Zhai, Rajiv Ranjan
Message from the High Performance Computing and Communications 2022 Program Chairs. HPCC/DSS/SmartCity/DependSys (2022)
Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue, Hang Cao, Pengqi Lu
Reducing Redundancy in Data Organization and Arithmetic Calculation for Stencil Computations. CoRR (2021)
Jianyu Yao, Boqian Shi, Chunyang Xiang, Haipeng Jia, Chendi Li, Hang Cao, Yunquan Zhang
IAAT: A Input-Aware Adaptive Tuning framework for Small GEMM. ICPADS (2021)
Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue, Hang Cao, Pengqi Lu
An Efficient Vectorization Scheme for Stencil Computation. CoRR (2021)
Liang Yuan, Hang Cao, Yunquan Zhang, Kun Li, Pengqi Lu, Yue Yue
Temporal vectorization for stencils. SC (2021)
Hang Cao, Liang Yuan, He Zhang, Yunquan Zhang
Enhanced AGCM3D: A Highly Scalable Dynamical Core of Atmospheric General Circulation Model Based on Leap-Format. CoRR (2021)
Honghui Shang, Fang Li, Yunquan Zhang, Libo Zhang, You Fu, Yingxiang Gao, Yangjun Wu, Xiaohui Duan, Rongfen Lin, Xin Liu, Ying Liu, Dexun Chen
quantum raman spectra simulations on the leadership HPC system in China. SC (2021)
Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue
Reducing redundancy in data organization and arithmetic calculation for stencil computations. SC (2021)
Honghui Shang, Xiaohui Duan, Fang Li, Libo Zhang, Zhiqian Xu, Kan Liu, Haiwen Luo, Yingrui Ji, Wenxuan Zhao, Wei Xue, Li Chen, Yunquan Zhang
Many-core acceleration of the first-principles all-electron quantum perturbation calculations. Comput. Phys. Commun. 267 (2021)
Pengqi Lu, Yue Yue, Liang Yuan, Yunquan Zhang
AutoFlow: Hotspot-Aware, Dynamic Load Balancing for Distributed Stream Processing. ICA3PP (3) (2021)
Chendi Li, Haipeng Jia, Hang Cao, Jianyu Yao, Boqian Shi, Chunyang Xiang, Jinbo Sun, Pengqi Lu, Yunquan Zhang
AutoTSMM: An Auto-tuning Framework for Building High-Performance Tall-and-Skinny Matrix-Matrix Multiplication on CPUs. ISPA/BDCloud/SocialCom/SustainCom (2021)
Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen
AIPerf: Automated machine learning as an AI-HPC benchmark. Big Data Min. Anal. 4 (3) (2021)
Honghui Shang, WanZhen Liang, Yunquan Zhang, Jinlong Yang
Efficient parallel linear scaling method to get the response density matrix in all-electron real-space density-functional perturbation theory. Comput. Phys. Commun. 258 (2021)
Pengqi Lu, Liang Yuan, Yunquan Zhang, Hang Cao, Kun Li
AutoFlow: Hotspot-Aware, Dynamic Load Balancing for Distributed Stream Processing. CoRR (2021)
Daning Cheng, Shigang Li, Hanping Zhang, Fen Xia, Yunquan Zhang
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Kun Li, Liang Yuan, Yunquan Zhang, Gongwei Chen
An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering. CoRR (2021)
Honghui Shang, Fang Li, Yunquan Zhang, Ying Liu, Libo Zhang, Mingchuan Wu, Yangjun Wu, Di Wei, Huimin Cui, Xin Liu, Fei Wang, Yuxi Ye, Yingxiang Gao, Shuang Ni, Xin Chen, Dexun Chen
simulation of raman spectra for biological systems. SC (2021)
Honghui Shang, Xin Chen, Xingyu Gao, Rongfen Lin, Lifang Wang, Fang Li, Qian Xiao, Lei Xu, Qiang Sun, Leilei Zhu, Fei Wang, Yunquan Zhang, Haifeng Song
TensorKMC: kinetic Monte Carlo simulation of 50 trillion atoms driven by deep learning on a new generation of Sunway supercomputer. SC (2021)
Tun Chen, Haipeng Jia, Zhihao Li, Chendi Li, Yunquan Zhang
A Transpose-free Three-dimensional FFT Algorithm on ARM CPUs. HPCC/DSS/SmartCity/DependSys (2021)
Daning Cheng, Shigang Li, Yunquan Zhang
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system. J. Parallel Distributed Comput. 145 (2020)
Honghui Shang, Lei Xu, Baodong Wu, Xinming Qin, Yunquan Zhang, Jinlong Yang
The dynamic parallel distribution algorithm for hybrid density-functional calculations in HONPAS package. Comput. Phys. Commun. 254 (2020)
Liang Yuan, Yunquan Zhang, Xuerui Bai, Guangting Zhang
并行程序设计语言中局部性机制的研究 (Research on Locality-aware Design Mechanism of State-of-the-art Parallel Programming Languages). 计算机科学 47 (1) (2020)
Zhihao Li, Haipeng Jia, Yunquan Zhang, Tun Chen, Liang Yuan, Richard W. Vuduc
Automatic Generation of High-Performance FFT Kernels on Arm and X86 CPUs. IEEE Trans. Parallel Distributed Syst. 31 (8) (2020)
Daobi Chen, Liang Yuan, Yunquan Zhang, Jingfu Yan, David K. Kahaner
HPC software capability landscape in China. Int. J. High Perform. Comput. Appl. 34 (1) (2020)
Wei Li, Jun Liang, Yunquan Zhang, Haipeng Jia, Lin Xiao, Qing Li
Accelerated LiDAR data processing algorithm for self-driving cars on the heterogeneous computing platform. IET Comput. Digit. Tech. 14 (5) (2020)
Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen
AIPerf: Automated machine learning as an AI-HPC benchmark. CoRR (2020)
Ke Zhan, Zhonghua Lu, Yunquan Zhang
Performance Optimization for Feature Extraction Section of DeepChem. ICA3PP (1) (2020)
Hang Cao, Liang Yuan, He Zhang, Baodong Wu, Shigang Li, Pengqi Lu, Yunquan Zhang, Yongjun Xu, Minghua Zhang
A Highly Efficient Dynamical Core of Atmospheric General Circulation Model based on Leap-Format. IPDPS (2020)
Kun Li, Shigang Li, Shan Huang, Yifeng Chen, Yunquan Zhang
FastNBL: fast neighbor lists establishment for molecular dynamics simulation based on bitwise operations. J. Supercomput. 76 (7) (2020)
Xinming Qin, Honghui Shang, Lei Xu, Wei Hu, Jinlong Yang, Shigang Li, Yunquan Zhang
The static parallel distribution algorithms for hybrid density-functional calculations in HONPAS package. Int. J. High Perform. Comput. Appl. 34 (2) (2020)
Liang Yuan, Hang Cao, Yunquan Zhang, Kun Li, Pengqi Lu, Yue Yue
Temporal Vectorization for Stencils. CoRR (2020)
Zhihao Li, Haipeng Jia, Yunquan Zhang, Tun Chen, Liang Yuan, Luning Cao, Xiao Wang
AutoFFT: a template-based FFT codes auto-generation framework for ARM and X86 CPUs. SC (2019)
Liang Yuan, Chen Ding, Wesley Smith, Peter J. Denning, Yunquan Zhang
A Relational Theory of Locality. ACM Trans. Archit. Code Optim. 16 (3) (2019)
Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
HPC AI500: A Benchmark Suite for HPC AI Systems. CoRR (2019)
Kun Li, Shigang Li, Shan Huang, Yifeng Chen, Yunquan Zhang
Correction to: FastNBL: fast neighbor lists establishment for molecular dynamics simulation based on bitwise operations. J. Supercomput. 75 (12) (2019)
Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang
Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO. ICTAI (2019)
Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang
The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters. CoRR (2019)
Yunquan Zhang
2018年中国高性能计算机发展现状分析与展望 (State-of-the-art Analysis and Perspectives of 2018 China HPC Development). 计算机科学 46 (1) (2019)
Zhihao Li, Haipeng Jia, Yunquan Zhang, Shice Liu, Shigang Li, Xiao Wang, Hao Zhang
Efficient parallel optimizations of a high-performance SIFT on GPUs. J. Parallel Distributed Comput. 124 (2019)
Liang Yuan, Shan Huang, Yunquan Zhang, Hang Cao
Tessellating Star Stencils. ICPP (2019)
Di Zhang, Yunquan Zhang, Qiang Niu, Xingbao Qiu
Mining concise patterns on graph-connected itemsets. Neurocomputing 336 (2019)
Kun Li, Honghui Shang, Yunquan Zhang, Shigang Li, Baodong Wu, Dong Wang, Libo Zhang, Fang Li, Dexun Chen, Zhiqiang Wei
OpenKMC: a KMC design for hundred-billion-atom simulation using millions of cores on Sunway Taihulight. SC (2019)
Kun Li, Shigang Li, Bei Wang, Yifeng Chen, Yunquan Zhang
swMD: Performance Optimizations for Molecular Dynamics Simulation on Sunway Taihulight. ISPA/BDCloud/SocialCom/SustainCom (2019)
Daning Cheng, Fen Xia, Shigang Li, Yunquan Zhang
Asynchronous Parallel Sampling Gradient Boosting Decision Tree. CoRR (2018)
Junmin Xiao, Shigang Li, Baodong Wu, He Zhang, Kun Li, Erlin Yao, Yunquan Zhang, Guangming Tan
Communication-Avoiding for Dynamical Core of Atmospheric General Circulation Model. ICPP (2018)
Baodong Wu, Shigang Li, Hang Cao, Yunquan Zhang, He Zhang, Junmin Xiao, Minghua Zhang
AGCM3D: A Highly Scalable Finite-Difference Dynamical Core of Atmospheric General Circulation Model Based on 3D Decomposition. ICPADS (2018)
Xiao Wang, Haipeng Jia, Zhihao Li, Yunquan Zhang
Implementation and Optimization of Multi-dimensional Real FFT on ARMv8 Platform. ICA3PP (2) (2018)
Liang Yuan, Wesley Smith, Sicong Fan, Zixu Chen, Chen Ding, Yunquan Zhang
Footmark: A New Formulation for Working Set Statistics. LCPC (2018)
Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Xiaoyi Lu, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
HPC AI500: A Benchmark Suite for HPC AI Systems. Bench (2018)
Di Zhang, Yunquan Zhang, Qiang Niu, Xingbao Qiu
Rolling Forecasting Forward by Boosting Heterogeneous Kernels. PAKDD (1) (2018)
Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang
Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. CoRR (2018)
Liang Yuan, Chen Ding, Peter J. Denning, Yunquan Zhang
A Measurement Theory of Locality. CoRR (2018)
Shigang Li, Baodong Wu, Yunquan Zhang, Xianmeng Wang, Jianjiang Li, Changjun Hu, Jue Wang, Yangde Feng, Ningming Nie
Massively Scaling the Metal Microscopic Damage Simulation on Sunway TaihuLight Supercomputer. ICPP (2018)
Shigang Li, Yunquan Zhang, Torsten Hoefler
Cache-Oblivious MPI All-to-All Communications Based on Morton Order. IEEE Trans. Parallel Distributed Syst. 29 (3) (2018)
Daning Cheng, Shigang Li, Yunquan Zhang
Weighted parallel SGD for distributed unbalanced-workload training system. CoRR (2017)
Vijayalakshmi Srinivasan, Yunquan Zhang
Special Issue on Network and Parallel Computing. Int. J. Parallel Program. 45 (1) (2017)
Daning Cheng, Shigang Li, Yunquan Zhang
Asynchronous COMID: the theoretic basis for transmitted data sparsification tricks on Parameter Server. CoRR (2017)
Zhihao Li, Haipeng Jia, Yunquan Zhang
HartSift: A High-Accuracy and Real-Time SIFT Based on GPU. ICPADS (2017)
Baodong Wu, Shigang Li, Yunquan Zhang, Ningming Nie
Hybrid-optimization strategy for the communication of large-scale Kinetic Monte Carlo simulation. Comput. Phys. Commun. 211 (2017)
Liang Yuan, Yunquan Zhang, Peng Guo, Shan Huang
Tessellating stencils. SC (2017)
Shigang Li, Yunquan Zhang, Torsten Hoefler
POSTER: Cache-Oblivious MPI All-to-All Communications on Many-Core Architectures. PPOPP (2017)
Yunquan Zhang, Ting Cao, Shigang Li, Xinhui Tian, Liang Yuan, Haipeng Jia, Athanasios V. Vasilakos
Parallel Processing Systems for Big Data: A Survey. Proc. IEEE 104 (11) (2016)
Tao Luo, Yin Liao, Guoliang Chen, Yunquan Zhang
P-DOT: a model of computation for big data. Int. J. Parallel Emergent Distributed Syst. 31 (3) (2016)
Renbo Pang, Yunquan Zhang, Guangming Tan, Jianliang Xu, Haipeng Jia, Qingchun Xie
边缘海静力数值预报模式并行算法研究 (Parallelization of Hydrostatic Numerical Forecasting Model of Marginal Sea). 计算机科学 43 (1) (2016)
Yunquan Zhang, Shigang Li, Shengen Yan, Huiyang Zhou
A Cross-Platform SpMV Framework on Many-Core Architectures. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Chenxi Wang, Ting Cao, John N. Zigman, Fang Lv, Yunquan Zhang, Xiaobing Feng
Efficient Management for Hybrid Memory in Managed Language Runtime. NPC (2016)
Yunquan Zhang, Ji-Lin Zhang
Workshop on high performance data intensive computing. Concurr. Comput. Pract. Exp. 28 (6) (2016)
Renbo Pang, Jianliang Xu, Yunquan Zhang
Parallel Solving Method of SOR Based on the Numerical Marine Forecasting Model. CCGRID (2015)
Ke Zhan, Yunquan Zhang, Ting Wang, Jingjing Zheng, Peng Zhang
基于Pthreads的并行DSRC压缩算法设计与实现 (Design and Implementation of Parallel DSRC Compression Algorithm Based on Pthreads). 计算机科学 42 (1) (2015)

Yunquan Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yunquan Zhang