袁良  副研究员  

研究方向:

所属部门:高性能计算机研究中心

导师类别:

联系方式:yuanliang@ict.ac.cn

个人网页:

简       历:

202110月 — 今:中科院计算所,副研究员

2013年08月 — 2021年09月:中科院计算所,助研

主要论著:

[1]. Zixuan Wang, Liang Yuan, Xianmeng Jiang, Kun Li, Junmin Xiao, Yunquan Zhang. Redundant Array Computation Elimination. PLDI 2026

[2]. Yiwei Zhang, Kun Li, Liang Yuan, Haozhi Han, Yunquan Zhang, Ting Cao, Mao Yang. Jigsaw: Toward Conflict-free Vectorized Stencil Computation by Tessellating Swizzled Registers. PPoPP 2025.

[3]. Haozhi Han, Kun Li, Wei Cui, Donglin Bai, Yiwei Zhang, Liang Yuan, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang. FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core Units. PPoPP 2025.

[4]. Qi Li, Kun Li, Haozhi Han, Liang Yuan, Yunquan Zhang, Yifeng Chen, Junshi Chen, Hong An, Ting Cao, and Mao Yang. SparStencil: Retargeting Sparse Tensor Cores to Scientific Stencil Computations via Structured Sparsity Transformation. SC 2025

[5]. Mingyi Li, Junmin Xiao, Siyan Chen, Hui Ma, Xi Chen, Peihua Bao, Liang Yuan, and Guangming Tan. Stencil-Lifting: Hierarchical Recursive Lifting System for Extracting Summary of Stencil Kernel in Legacy Codes. OOPSLA 2025

[6]. Wenxuan Zhao, Liang Yuan, Baicheng Yan, Penghao Ma, Yunquan Zhang, Long Wang, Zhe Wang. Stencil Computation with Vector Outer Product. ICS 2024

[7]. Yiwei Zhang, Kun Li, Liang Yuan, Jiawen Cheng, Yunquan Zhang, Ting Cao, Mao Yang. LoRAStencil: Low-Rank Adaptation of Stencil Computation on Tensor Cores. SC 2014

[8]. 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

[9]. Wenxuan Zhao, Liang Yuan, Baicheng Yan, Penghao Ma, Yunquan Zhang, Long Wang, Zhe Wang. Stencil Computation with Vector Outer Product. ICS 2024

[10]. Hang Cao, Liang Yuan, He Zhang, Yunquan Zhang, Baodong Wu, Kun Li, Shigang Li, Yongjun Xu, Minghua Zhang, Pengqi Lu, Junmin Xiao. AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3D Parallelization and Leap-Format. IEEE TPDS 2023

[11]. Kun Li, Liang Yuan, Yunquan Zhang, Gongwei Chen. An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering. IEEE TPDS 2022

[12]. Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue, Hang Ca. An Efficient Vectorization Scheme for Stencil Computation. IPDPS 2022

[13]. Liang Yuan, Hang Cao, Yunquan Zhang, Kun Li, Pengqi Lu, Yue Yue. Temporal Vectorization for Stencils. SC 2021

[14]. Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue. Reducing Redundancy in Data Organization and Arithmetic Calculation for Stencil Computations. SC 2021

[15]. Hang Cao, Liang Yuan, He Zhang, Baodong Wu, Shigang Li, Pengqi Lu, Yunquan Zhang, Yongjun Xu, and Minghua Zhang. A Highly Efficient Dynamical Core of Atmospheric General Circulation Model based on Leap-Format. IPDPS 2020

[16]. He Zhang et al, CAS-ESM2: Description and Climate Simulation Performance of the Chinese Academy of Sciences (CAS) Earth System Model (ESM) Version 2. JAMES 2020

[17]. 曹杭,袁良,黄珊,张云泉,徐勇军,陆鹏起,张广婷. 一种基于空间密铺的星型 Stencil 并行算法. 计算机研究与发展. 2020.

[18]. 张云泉,袁良,陈一峯,冯晓兵,张贺. 高性能计算多层次不连续非线性可扩展现象研究.计算机学报.2020

[19]. 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 TPDS 2020

[20]. Liang Yuan, Chen Ding, Wesley Smith, Peter Denning, Yunquan Zhang. A Relational Theory of Locality. ACM TACO 2019

[21]. Liang Yuan, Shan Huang, Yunquan Zhang, Hang Cao. Tessellating Star Stencils. ICPP 2019

[22]. 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

[23]. Liang Yuan, Wesley Smith, Zixu Chen, Sicong Fan, Chen Ding, and Yunquan Zhang. Footmark: A new working set definition. LCPC  2018

[24]. Jacob Brock, Chen Ding, Rahman Lavaee, Fangzhou Liu, and Liang Yuan. Prediction and bounds on shared cache demand from memory access interleaving, ISMM 2018

[25]. Liang Yuan, Yunquan Zhang, Peng Guo, Shan Huang. Tessellating Stencils. SC 2017.

科研项目:

[1] 面上项目:一种新型Stencil并行算法研究与优化实现,项目负责人

[2] 大科学装置项目:大气环流模式并行计算子系统和大气化学模式并行计算与优化子系统软件开发,项目负责人

[3] 国家重点研发计划子课题:地震模拟软件系统在国产超算上的并行优化,负责人

[4] 横向:HPC Stencil 通用计算框架技术合作项目,项目负责人

[5] 横向:矩阵计算单元上Stencil算法设计与优化,项目负责人

[6] 基金委重点项目:⾯向⽓候和湍流模拟的百万量级异构众核可扩展并⾏算法与优化⽅法,骨干

[7] 国家重点研发计划子课题:百万处理器核可扩展并⾏共性算法与性能优化关键技术研究与开发,骨干


获奖及荣誉: