Guangming Tan

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 100

Top Venues

PPoPP

CCF Trans. High Perform. Comput.

CoRR

ICPP

Publications

Yujin Yan, Hai-Bo Li, Tong Zhao, Lin-Wang Wang, Lin Shi, Tao Liu, Guangming Tan, Weile Jia, Ninghui Sun
10-Million Atoms Simulation of First-Principle Package LS3DF. J. Comput. Sci. Technol. 39 (2) (2024)
Yujin Yan, Hai-Bo Li, Tong Zhao, Lin-Wang Wang, Lin Shi, Tao Liu, Guangming Tan, Weile Jia, Ninghui Sun
10-Million Atoms Simulation of First-Principle Package LS3DF. J. Comput. Sci. Technol. 39 (1) (2024)
Yunquan Zhang, Guangming Tan, Liang Yuan
Special issue of HPCChina 2023. CCF Trans. High Perform. Comput. 6 (1) (2024)
Ning Kang, Zhan Wang, Fan Yang, Xiaoxiao Ma, Zhenlong Ma, Guojun Yuan, Guangming Tan
Towards connection-scalable RNIC architecture. J. Supercomput. 80 (10) (2024)
Wenzhe Li, Guojun Yuan, Zhan Wang, Guangming Tan, Peiheng Zhang, George N. Rouskas
Fast and scalable all-optical network architecture for distributed deep learning. J. Opt. Commun. Netw. 16 (3) (2024)
Jing Xu, Zhan Wang, Fan Yang, Ning Kang, Zhenlong Ma, Guojun Yuan, Guangming Tan, Ninghui Sun
FNCC: Fast Notification Congestion Control in Data Center Networks. ICPP (2024)
Ruihao Gao, Zhichun Li, Guangming Tan, Xueqi Li
BeeZip: Towards An Organized and Scalable Architecture for Data Compression. ASPLOS (3) (2024)
Wenzhe Li, Guojun Yuan, Zhan Wang, Guangming Tan, Peiheng Zhang, George N. Rouskas
Accelerate Distributed Deep Learning with a Fast Reconfigurable Optical Network. OFC (2024)
Guofeng Feng, Weile Jia, Ninghui Sun, Guangming Tan, Jiajia Li
POSTER: Optimizing Sparse Tensor Contraction with Revisiting Hash Table Design. PPoPP (2024)
Jing Xu, Zhan Wang, Fan Yang, Ning Kang, Zhenlong Ma, Guojun Yuan, Guangming Tan, Ninghui Sun
FNCC: Fast Notification Congestion Control in Data Center Networks. CoRR (2024)
Siyu Hu, Tong Zhao, Qiuchen Sha, Enji Li, Xiangyu Meng, Liping Liu, Lin-Wang Wang, Guangming Tan, Weile Jia
Training one DeePMD Model in Minutes: a Step towards Online Learning. PPoPP (2024)
Lixian Ma, Haoruo Chen, En Shao, Leping Wang, Quan Chen, Guangming Tan
POSTER: FineCo: Fine-grained Heterogeneous Resource Management for Concurrent DNN Inferences. PPoPP (2024)
Mingyi Li, Junmin Xiao, Kewei Zhang, Zhiheng Lin, Chaoyang Shui, Ke Meng, Zehua Wang, Yunfei Pang, Guangming Tan
A Coordinated Strategy for GNN Combining Computational Graph and Operator Optimizations. ICS (2024)
Zhiheng Lin, Ke Meng, Chaoyang Shui, Kewei Zhang, Junmin Xiao, Guangming Tan
Exploiting Fine-Grained Redundancy in Set-Centric Graph Pattern Mining. PPoPP (2024)
Yueyuan Zhou, ZiYi Ren, En Shao, Lixian Ma, Qiang Hu, Leping Wang, Guangming Tan
FILL: a heterogeneous resource scheduling system addressing the low throughput problem in GROMACS. CCF Trans. High Perform. Comput. 6 (1) (2024)
Tianci Li, Lulu Xie, Zhonghai Zhang, Xu Li, Bo Duan, Gang Niu, Shiwei Sun, Fa Zhang, Runting Zhang, Guangming Tan, Chunming Zhang
Integrative Drug Discovery Platform: A Modular Approach for Efficient and Automated Virtual Screening. BIBM (2023)
Siyu Hu, Wentao Zhang, Qiuchen Sha, Feng Pan, Lin-Wang Wang, Weile Jia, Guangming Tan, Tong Zhao
RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy. AAAI (2023)
Shaofeng Yang, Xiandong Liu, Yunting Wang, Xin He, Guangming Tan
Fast All-Pairs Shortest Paths Algorithm in Large Sparse Graph. ICS (2023)
Yongzhe He, Yueyuan Zhou, En Shao, Guangming Tan, Ninghui Sun
DeletePop: A DLT Execution Time Predictor Based on Comprehensive Modeling. ICA3PP (7) (2023)
Weifeng Liu, Guangming Tan, Xiaowen Xu
Editorial for the special issue on architecture, algorithms and applications of high performance sparse matrix computations. CCF Trans. High Perform. Comput. 5 (2) (2023)
Yewen Li, Xueqi Li, Ruihao Gao, Wanqi Liu, Guangming Tan
NvWa: Enhancing Sequence Alignment Accelerator Throughput via Hardware Scheduling. HPCA (2023)
Junmin Xiao, Chaoyang Shui, Di Cai, Kangyu Wang, Yunfei Pang, Mingyi Li, Hui Ma, Guangming Tan
Adaptive Workload-Balanced Scheduling Strategy for Global Ocean Data Assimilation on Massive GPUs. SC (2023)
Yongzhe He, Yueyuan Zhou, En Shao, Guangming Tan, Ninghui Sun
JetEsti: A New DLT Job Scheduling Simulator Based on Fine-Grained Process Modeling. ICDCS (2023)
Jianxiong Li, Tong Zhao, Zhuoqiang Guo, Shunchen Shi, Lijun Liu, Guangming Tan, Weile Jia, Guojun Yuan, Zhan Wang
Enhance the Strong Scaling of LAMMPS on Fugaku. SC (2023)
Kewei Zhang, Junmin Xiao, Zhiheng Lin, Ke Meng, Chaoyang Shui, Mingyi Li, Guangming Tan
GraphPar: Efficient Workload-Aware Subgraph Matching System on Multiple GPUs. ICPADS (2023)
Zhen Du, Jiajia Li, Yinshan Wang, Xueqi Li, Guangming Tan, Ninghui Sun
AlphaSparse: Generating High Performance SpMV Codes Directly from Sparse Matrices. CoRR (2022)
Zhen Xie, Guangming Tan, Weifeng Liu, Ninghui Sun
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Junmin Xiao, Yunfei Pang, Qing Xue, Chaoyang Shui, Ke Meng, Hui Ma, Mingyi Li, Xiaoyang Zhang, Guangming Tan
W-Cycle SVD: A Multilevel Algorithm for Batched SVD on GPUs. SC (2022)
Haonan Ji, Huimin Song, Shibo Lu, Zhou Jin, Guangming Tan, Weifeng Liu
TileSpMSpV: A Tiled Algorithm for Sparse Matrix-Sparse Vector Multiplication on GPUs. ICPP (2022)
Zhen Du, Jiajia Li, Yinshan Wang, Xueqi Li, Guangming Tan, Ninghui Sun
AlphaSparse: Generating High Performance SpMV Codes Directly from Sparse Matrices. SC (2022)
Haibo Li, Guangming Tan, Tong Zhao
Double precision is not necessary for LSQR for solving discrete linear ill-posed problems. CoRR (2022)
Wei Hu, Hong An, Zhuoqiang Guo, Qingcai Jiang, Xinming Qin, Junshi Chen, Weile Jia, Chao Yang, Zhaolong Luo, Jielan Li, Wentiao Wu, Guangming Tan, Dongning Jia, Qinglin Lu, Fangfang Liu, Min Tian, Fang Li, Yeqi Huang, Liyi Wang, Sha Liu, Jinlong Yang
2.5 Million-Atom Ab Initio Electronic-Structure Simulation of Complex Metallic Heterostructures with DGDFT. SC (2022)
Ning Kang, Zhan Wang, Fan Yang, Xiaoxiao Ma, Zhenlong Ma, Guojun Yuan, Guangming Tan
csRNA: Connection-Scalable RDMA NIC Architecture in Datacenter Environment. ICCD (2022)
Zhuoqiang Guo, Denghui Lu, Yujin Yan, Siyu Hu, Rongrong Liu, Guangming Tan, Ninghui Sun, Wanrun Jiang, Lijun Liu, Yixiao Chen, Linfeng Zhang, Mohan Chen, Han Wang, Weile Jia
accuracy to 10 billion atoms. PPoPP (2022)
Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan
MegTaiChi: dynamic tensor-based memory management optimization for DNN training. ICS (2022)
Zhuoqiang Guo, Denghui Lu, Yujin Yan, Siyu Hu, Rongrong Liu, Guangming Tan, Ninghui Sun, Wanrun Jiang, Lijun Liu, Yixiao Chen, Linfeng Zhang, Mohan Chen, Han Wang, Weile Jia
Extending the limit of molecular dynamics with ab initio accuracy to 10 billion atoms. CoRR (2022)
Fangyuan Zhao, Xiaohua Wan, Sijia Li, Zhongchang Sun, Wenjing Zhang, Dehui Qiu, Fa Zhang, Xinyu Liu, Guangming Tan
CSAM: A Channel and Spatial Attention Mechanism for Impervious Surface Extraction in Difficult Areas. IGARSS (2022)
Zhongzhe Hu, Junmin Xiao, Ninghui Sun, Guangming Tan
Fast and accurate variable batch size convolution neural network training on large scale distributed systems. Concurr. Comput. Pract. Exp. 34 (21) (2022)
Junmin Xiao, Qing Xue, Hui Ma, Xiaoyang Zhang, Guangming Tan
A W-cycle algorithm for efficient batched SVD on GPUs. PPoPP (2022)
Ruihao Gao, Xueqi Li, Yewen Li, Xun Wang, Guangming Tan
MetaZip: a high-throughput and efficient accelerator for DEFLATE. DAC (2022)
Haibo Li, Guangming Tan, Tong Zhao
Backward error analysis of the Lanczos bidiagonalization with reorthogonalization. CoRR (2022)
Pei Liu, Erlin Yao, Tao Liu, Lei Kong, Xiao Tang, Guangming Tan
Improvement of AI forecast of gridded PM2.5 forecast in China through ConvLSTM and Attention. CCF Trans. High Perform. Comput. 4 (2) (2022)
Kang Yang, Rongyu Cao, Yueyuan Zhou, Jiawei Zhang, En Shao, Guangming Tan
Deep Reinforcement Agent for Failure-aware Job scheduling in High-Performance Computing. ICPADS (2021)
Lixian Ma, En Shao, Yueyuan Zhou, Guangming Tan
WidePipe: High-Throughput Deep Learning Inference System on a Cluster of Neural Processing Units. ICCD (2021)
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
I/O lower bounds for auto-tuning of convolutions in CNNs. PPoPP (2021)
Guangming Tan, Chaoyang Shui, Yinshan Wang, Xianzhi Yu, Yujin Yan
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Zihao Yang, Zhaobin Cao, Xiaohua Wan, Fa Zhang, Guangming Tan
Spatio-Temporal Features Processing Network for Change Detection in Remote Sensing Images. IGARSS (2021)
Guangming Tan, Guang R. Gao
Guest Editorial: Special issue on Network and Parallel Computing for Emerging Architectures and Applications. Int. J. Parallel Program. 49 (5) (2021)
Xueqi Li, Guangming Tan, Ninghui Sun
PIM-Align: A Processing-in-Memory Architecture for FM-Index Search Algorithm. J. Comput. Sci. Technol. 36 (1) (2021)
Yuyao Niu, Zhengyang Lu, Meichen Dong, Zhou Jin, Weifeng Liu, Guangming Tan
TileSpMV: A Tiled Algorithm for Sparse Matrix-Vector Multiplication on GPUs. IPDPS (2021)
En Shao, Guangming Tan, Zhan Wang, Guojun Yuan, Zheng Cao, Ninghui Sun
A New Optoelectronic Hybrid Network Based on Scheduling Optimization of Optical Links. IEEE Trans. Computers 70 (6) (2021)
Qiang Hu, Lixian Ma, En Shao, Guangming Tan
Building Agile Workflow Microservice System for HPC Applications Based on Fast-start OSv. ICPADS (2021)
Zhanyuan Di, En Shao, Guangming Tan
High-performance Migration Tool for Live Container in a Workflow. Int. J. Parallel Program. 49 (5) (2021)
Zihao Wang, Xiaohua Wan, Zhiyong Liu, Qianshuo Fan, Fa Zhang, Guangming Tan
A Multi-GPU Design for Large Size Cryo-EM 3D Reconstruction. IPDPS (2021)
Wei Xue, Haohuan Fu, Weile Jia, Guangming Tan
Editorial for the special issue on large-scale AI in classical HPC environment and AI for science. CCF Trans. High Perform. Comput. 3 (3) (2021)
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs. CoRR (2020)
Haohuan Fu, Wei Xue, Guangming Tan, Xiaowen Xu
Editorial for the special issue on HPC algorithms and applications. CCF Trans. High Perform. Comput. 2 (2) (2020)
Yunting Wang, Xin He, Shaofeng Yang, Guangming Tan
Towards a heterogeneous architecture solver for the incompressible Navier-Stokes equations. CCF Trans. High Perform. Comput. 2 (2) (2020)
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
Communication Lower Bounds of Convolutions in CNNs. SPAA (2020)
Chaoyang Shui, Xianzhi Yu, Yujin Yan, Yinshan Wang, Ke Meng, Guangming Tan
Revisiting linpack algorithm on large-scale CPU-GPU heterogeneous systems. PPoPP (2020)
Wanqi Liu, Yewen Li, Dawei Zang, Guangming Tan
: An Efficient FPGA-Accelerated Compression Framework for Microscopy Images. NPC (2020)
Junmin Xiao, Guizhao Zhang, Yanan Gao, Xuehai Hong, Guangming Tan
Fast Data-Obtaining Algorithm for Data Assimilation with Large Data Set. Int. J. Parallel Program. 48 (4) (2020)
Hongrui Zhu, Guojun Yuan, Guangming Tan, Zhan Wang, Tao Jiang, Xuejun An
T2HT : Traffic-Driven Machine Learning Based Hierarchical Topology Generation Model. ICPADS (2019)
Ke Meng, Jiajia Li, Guangming Tan, Ninghui Sun
A pattern based algorithmic autotuner for graph processing on GPUs. PPoPP (2019)
En Shao, Guangming Tan, Zhan Wang, Guojun Yuan, Ninghui Sun
A New Traffic Offloading Method with Slow Switching Optical Device in Exascale Computer. ICCD (2019)
Zhongzhe Hu, Junmin Xiao, Zhongbo Tian, Xiaoyang Zhang, Hongrui Zhu, Chengji Yao, Ninghui Sun, Guangming Tan
A Variable Batch Size Strategy for Large Scale Distributed DNN Training. ISPA/BDCloud/SocialCom/SustainCom (2019)
Zhen Xie, Guangming Tan, Weifeng Liu, Ninghui Sun
IA-SpGEMM: an input-aware auto-tuning framework for parallel sparse matrix-matrix multiplication. ICS (2019)
Junmin Xiao, Shijie Wang, Weiqiang Wan, Xuehai Hong, Guangming Tan
S-EnKF: co-designing for scalable ensemble Kalman filter. PPoPP (2019)
En Shao, Guangming Tan, Zhan Wang, Ninghui Sun
OeIM: An Optoelectronic Interconnection Middleware for the Exascale Computer. HPCC/SmartCity/DSS (2019)
Guangming Tan, Guang R. Gao
Editorial for the special issue on innovations in supercomputing techniques. CCF Trans. High Perform. Comput. 1 (2) (2019)
En Shao, Zhan Wang, Guojun Yuan, Guangming Tan, Ninghui Sun
Wormhole optical network: a new architecture to solve long diameter problem in exascale computer. CCF Trans. High Perform. Comput. 1 (2) (2019)
Xiaoyang Zhang, Junmin Xiao, Xiaobin Zhang, Zhongzhe Hu, Hongrui Zhu, Zhongbo Tian, Guangming Tan
Tensor Layout Optimization of Convolution for Inference on Digital Signal Processor. ISPA/BDCloud/SocialCom/SustainCom (2019)
Junhong Liu, Xin He, Weifeng Liu, Guangming Tan
Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication. Int. J. Parallel Program. 47 (3) (2019)
Lufeng Yuan, Erlin Yao, Guangming Tan
Automated and precise event detection method for big data in biomedical imaging with support vector machine. Comput. Syst. Sci. Eng. 33 (2) (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)
Gang Xu, Xiaoxiao Li, Guojun Yuan, Zhan Wang, Guangming Tan, Xuejun An
Routing and Spectrum Allocation for Time Varying Traffic by Artificial Bee Colony Algorithm in Elastic Optical Networks. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Guangming Tan, Junhong Liu, Jiajia Li
Design and Implementation of Adaptive SpMV Library for Multicore and Many-Core Architecture. ACM Trans. Math. Softw. 44 (4) (2018)
Xueqi Li, Guangming Tan, Bingchen Wang, Ninghui Sun
High-performance genomic analysis framework with in-memory computing. PPOPP (2018)
Junhong Liu, Guangming Tan, Yulong Luo, Jiajia Li, Zeyao Mo, Ninghui Sun
An Autotuning Protocol to Rapidly Build Autotuners. ACM Trans. Parallel Comput. 5 (2) (2018)
Ke-ren Zhou, Guangming Tan, Wei Zhou
Quadboost: A Scalable Concurrent Quadtree. IEEE Trans. Parallel Distributed Syst. 29 (3) (2018)
Junhong Liu, Xin He, Weifeng Liu, Guangming Tan
Register-based implementation of the sparse general matrix-matrix multiplication on GPUs. PPOPP (2018)
Yuanrong Wang, Xueqi Li, Dawei Zang, Guangming Tan, Ninghui Sun
Accelerating FM-index Search for Genomic Data Processing. ICPP (2018)
Ke-ren Zhou, Guangming Tan, Xiuxia Zhang, Chaowei Wang, Ninghui Sun
A performance analysis framework for exploiting GPU microarchitectural capability. ICS (2017)
Xiuxia Zhang, Guangming Tan, Shuangbai Xue, Jiajia Li, Ke-ren Zhou, Mingyu Chen
Understanding the GPU Microarchitecture to Achieve Bare-Metal Performance Tuning. PPOPP (2017)
Ke Meng, Guangming Tan
RING: NUMA-Aware Message-Batching Runtime for Data-Intensive Applications. ICPADS (2017)
Xueqi Li, Guangming Tan, Chunming Zhang, Xu Li, Zhonghai Zhang, Ninghui Sun
Quantifying and Mitigating Computational Inefficiency of Genomics Data Analysis. HPCC/SmartCity/DSS (2017)
Xueqi Li, Guangming Tan, Chunming Zhang, Xu Li, Zhonghai Zhang, Ninghui Sun
Accelerating large-scale genomic analysis with Spark. BIBM (2016)
Jie Yan, Guangming Tan, Zeyao Mo, Ninghui Sun
Graphine: Programming Graph-Parallel Computation of Large Natural Graphs for Multicore Clusters. IEEE Trans. Parallel Distributed Syst. 27 (6) (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)
Guangming Tan, Chunming Zhang, Wen Tang, Peiheng Zhang, Ninghui Sun
Accelerating Irregular Computation in Massive Short Reads Mapping on FPGA Co-Processor. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
Ke-ren Zhou, Guangming Tan, Wei Zhou
Quadboost: A Scalable Concurrent Quadtree. CoRR (2016)
Lufeng Yuan, Junhong Liu, Yulong Luo, Guangming Tan
Locality of Computation for Stencil Optimization. ICA3PP (2016)
Xiquan Zhao, Chuang Liu, Guangming Tan
Implementation of Short Read Alignment Algorithm in OpenCL on Xeon Phi Coprocessor. HPCC/CSS/ICESS (2015)
Yuanrong Wang, Qiangqiang Li, Guangming Tan
Application Taxonomy via Algorithmic Commonality for Domain-Specific Architecture Desgin. HiPC (2015)
Xiuxia Zhang, Guangming Tan, Mingyu Chen
A Reliable Distributed Convolutional Neural Network for Biology Image Segmentation. CCGRID (2015)
Guangming Tan, Chunming Zhang, Wendi Wang, Peiheng Zhang
SuperDragon: A Heterogeneous Parallel System for Accelerating 3D Reconstruction of Cryo-Electron Microscopy Images. ACM Trans. Reconfigurable Technol. Syst. 8 (4) (2015)
Erlin Yao, Jiutian Zhang, Mingyu Chen, Guangming Tan, Ninghui Sun
Detection of soft errors in LU decomposition with partial pivoting using algorithm-based fault tolerance. Int. J. High Perform. Comput. Appl. 29 (4) (2015)
Jie Yan, Guangming Tan, Ninghui Sun
Study on Partitioning Real-World Directed Graphs of Skewed Degree Distribution. ICPP (2015)
Yulong Luo, Guangming Tan, Zeyao Mo, Ninghui Sun
FAST: A Fast Stencil Autotuning Framework Based On An Optimal-solution Space Model. ICS (2015)
Erlin Yao, Guangming Tan
Bit Flipping Errors in High Performance Linpack at Exascale and Beyond. ICPP (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guangming Tan