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CGA: Accelerating BFS Through an Sparsity-Aware Adaptive Framework on Heterogeneous Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2026, 卷号: 37, 期号: 1, 页码: 45-59
作者:  Xu, Lei;  Jia, Haipeng;  Zhang, Yunquan
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Graphics processing units  Kernel  Vectors  Sparse matrices  Optimization  Machine learning algorithms  Throughput  Adaptation models  Multicore processing  Data transfer  Sparse matrix-sparse vector multiplication (SpMSpV)  sparse matrix-dense vector multiplication (SpMV)  multi-core CPU  GPU  adaptive performance optimization  machine learning  
CODA: A Computation-Driven Paradigm for Sparse DNN Acceleration 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 2, 页码: 381-384
作者:  Liu, Yanhuan;  Li, Wenming;  Zhang, Kunming;  Liu, Tianyu;  Ye, Xiaochun;  An, Xuejun
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Software  Hardware  Computational modeling  Sparse matrices  Pipelines  Indexes  Data models  Spatial databases  Computational efficiency  Vectors  Computation-driven architecture  sparse DNN acceleration  dataflow paradigm  unstructured sparsity  work tokenizer  dynamic execution core  asynchronous execution  
CKTSO: High-Performance Parallel Sparse Linear Solver for General Circuit Simulations 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 5, 页码: 1887-1900
作者:  Chen, Xiaoming
收藏  |  浏览/下载：35/0  |  提交时间：2025/06/25
SPICE  Sparse matrices  Parallel processing  Design automation  Vectors  Scalability  Linear systems  Upper bound  Performance evaluation  Numerical stability  Circuit simulation  parallel linear solver  sparse linear solver  
A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2635-2646
作者:  He, Yintao;  Li, Bing;  Wang, Ying;  Liu, Cheng;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：88/0  |  提交时间：2024/12/06
Task analysis  Sparse matrices  Convolution  Convolutional neural networks  Design automation  Neural networks  Integrated circuits  Graph convolutional network  hardware acceleration  processing-in-memory  
GAS: General-Purpose In-Memory-Computing Accelerator for Sparse Matrix Multiplication 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2024, 卷号: 73, 期号: 6, 页码: 1427-1441
作者:  Zhang, Xiaoyu;  Li, Zerun;  Liu, Rui;  Chen, Xiaoming;  Han, Yinhe
收藏  |  浏览/下载：53/0  |  提交时间：2024/12/06
Sparse matrices  FeFETs  Computer architecture  Arrays  Nonvolatile memory  Microprocessors  Vectors  Sparse matrix multiplication  in-memory computing  SpMV  SpMSpV  SpMM  SpMSpM  
Ground Moving Target Detection With Adaptive Data Reconstruction and Improved Pseudo-Skeleton Decomposition 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 14
作者:  He, Xiongpeng;  Liu, Kun;  Gu, Tong;  Liao, Guisheng;  Zhu, Shengqi;  Xu, Jingwei;  Yu, Yue;  Huang, Hai;  Wang, Xingchen;  Gao, Yingjie;  Tan, Haining;  Qiu, Jibing
收藏  |  浏览/下载：48/0  |  提交时间：2024/12/06
Clutter  Object detection  Sparse matrices  Principal component analysis  Matrix decomposition  Image reconstruction  Estimation  Data reconstruction (DR)  ground moving target indication (GMTI)  joint-pixel model  pseudo-skeleton decomposition (IPSD)  robust principal component analysis (RPCA)  
Motif-GCNs With Local and Non-Local Temporal Blocks for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2009-2023
作者:  Wen, Yu-Hui;  Gao, Lin;  Fu, Hongbo;  Zhang, Fang-Lue;  Xia, Shihong;  Liu, Yong-Jin
收藏  |  浏览/下载：81/0  |  提交时间：2023/07/12
Skeleton  Feature extraction  Joints  Convolutional codes  Topology  Training  Sparse matrices  Action recognition  graph convolutional neural networks  spatio-temporal attention  non-local block  skeleton sequence  
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 24, 页码: 25767-25779
作者:  Li, Xiaocan;  Xie, Kun;  Xie, Gaogang;  Li, Kenli;  Cao, Jiannong;  Zhang, Dafang;  Wen, Jigang
收藏  |  浏览/下载：78/0  |  提交时间：2023/07/12
Sparse matrices  Sensors  Data models  Estimation  Indexes  Air quality  Task analysis  Matrix factorization  mobile crowdsensing (MCS)  
Design of Power-Imbalanced SCMA Codebook 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 2, 页码: 2140-2145
作者:  Li, Xudong;  Gao, Zhicheng;  Gui, Yiming;  Liu, Zilong;  Xiao, Pei;  Yu, Lisu
收藏  |  浏览/下载：86/0  |  提交时间：2022/12/07
NOMA  Genetic algorithms  Electronic mail  Downlink  Sparse matrices  Codes  Receivers  Sparse code multiple access (SCMA)  power imbalance  near-far effect  minimum Euclidean distance (MED)  minimum product distance (MPD)  
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:  Gu, Jingjing;  Zhou, Qiang;  Yang, Jingyuan;  Liu, Yanchi;  Zhuang, Fuzhen;  Zhao, Yanchao;  Xiong, Hui
收藏  |  浏览/下载：84/0  |  提交时间：2022/12/07
Sparse matrices  Urban areas  Satellite broadcasting  Redundancy  Predictive models  Data models  Matrix converters  Dockless bike sharing system  pattern exploitation  interpretable base matrices  flow prediction