中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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Astro-SReC: attention-enhanced neural networks for lossless compression of super-resolution solar observations
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 325
作者:
Wu, Shichao
;
Liu, Yingbo
;
Zeng, Li
;
Ma, Xuan
;
Yang L(杨磊)
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收藏
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浏览/下载:0/0
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提交时间:2026/05/20
Lossless compression
Astro-SReC
Super-resolution
Attention
Sparse and low rank
CGA: Accelerating BFS Through an Sparsity-Aware Adaptive Framework on Heterogeneous Platforms
期刊论文
OAI收割
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
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收藏
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浏览/下载:0/0
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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
Efficient large-scale sparse LU factorization for fast radio frequency circuit simulation
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2025, 页码: 18
作者:
Feng, Guofeng
;
Wang, Hongyu
;
Guo, Zhuoqiang
;
Li, Mingzhen
;
Zhao, Tong
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
sparse LU factorization
RF circuit simulation
performance optimization
A 36 mJ/Inf Convolution Accelerator With Reduced Memory Access and Regrouped Sparse Kernels for Environment Sound Classification on Edge Devices
期刊论文
OAI收割
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 9, 页码: 1258-1262
作者:
Feng, Lichen
;
Wang, Tao
;
Cai, Rundong
;
Min, Feng
;
Zhu, Zhangming
  |  
收藏
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浏览/下载:0/0
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提交时间:2025/12/03
Accuracy
Convolution
Kernel
Computational modeling
Shape
Feature extraction
Timing
Frequency modulation
Power demand
Pipelines
Convolution accelerator
depthwise separable pipeline
environment sound classification
sparse kernel
CODA: A Computation-Driven Paradigm for Sparse DNN Acceleration
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:0/0
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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
An Adaptive Graph Convolutional Network with Spatial Autocorrelation for Enhancing 3D Soil Pollutant Mapping Precision from Sparse Borehole Data
期刊论文
OAI收割
LAND, 2025, 卷号: 14, 期号: 7, 页码: 1348
作者:
Tao, Huan
;
Li, Ziyang
;
Nie, Shengdong
;
Li, Hengkai
;
Zhao, Dan
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收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/09/22
soil pollution
graph neural network
sparse samples
3D spatial interpolation
contaminated site
SRSparse: Generating Codes for High-Performance Sparse Matrix-Vector Semiring Computations
期刊论文
OAI收割
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 26
作者:
Du, Zhen
;
Li, Ying
;
Sun, Ninghui
;
Cui, Huimin
;
Feng, Xiaobing
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收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/03
High performance computing
sparse matrix computation
auto-tuning
code generator
semiring computation
DSparse: A Distributed Training Method for Edge Clusters Based on Sparse Update
期刊论文
OAI收割
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 3, 页码: 637-653
作者:
Peng, Xiao-Hui
;
Sun, Yi-Xuan
;
Zhang, Zheng-Hui
;
Wang, Yi-Fan
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/03
distributed training
edge computing
edge machine learning
sparse update
edge cluster
Efficient inference of large-scale air quality using a lightweight ensemble predictor
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Liu, Jie
;
Lu, Feng
;
Zhang, Tong
  |  
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2025/01/17
Air quality prediction
computationally efficient model
large-scale
sparse scenario
Directly training temporal Spiking Neural Network with sparse surrogate gradient
期刊论文
OAI收割
NEURAL NETWORKS, 2024, 卷号: 179, 页码: 9
作者:
Li, Yang
;
Zhao, Feifei
;
Zhao, Dongcheng
;
Zeng, Yi
  |  
收藏
  |  
浏览/下载:105/0
  |  
提交时间:2024/09/09
Spiking Neural Network
Sparse Surrogate Gradient
Direct Training
Temporally Weighted Output