中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [50]
计算技术研究所 [33]
数学与系统科学研究院 [6]
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OAI收割 [99]
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期刊论文 [96]
会议论文 [3]
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2024 [24]
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2020 [8]
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Multiplex graph fusion network with reinforcement structure learning for fraud detection in online e-commerce platforms
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 262, 页码: 12
作者:
Zhang, Zheng
;
Ao, Xiang
;
Tessone, Claudio J.
;
Liu, Gang
;
Zhou, Mingyang
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/12/06
Fraud detection
Graph neural networks
Graph structure learning
Metapath
Multigraph fusion
SPMGAE: Self-purified masked graph autoencoders release robust expression power
期刊论文
OAI收割
NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14
作者:
Song, Shuhan
;
Li, Ping
;
Dun, Ming
;
Zhang, Yuan
;
Cao, Huawei
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/06
Graph neural networks
Masked graph autoencoders
Robustness
Graph adversarial attacks
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 8191-8208
作者:
Yang, Ziduo
;
Zhong, Weihe
;
Lv, Qiujie
;
Dong, Tiejun
;
Chen, Guanxing
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/01/14
Proteins
Programmable logic arrays
Three-dimensional displays
Predictive models
Graph neural networks
Data models
Convolution
Protein-ligand binding affinity
graph neural networks
inductive bias
drug-target interaction
structure-based virtual screening
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:
Jin, Guangyin
;
Liang, Yuxuan
;
Fang, Yuchen
;
Shao, Zezhi
;
Huang, Jincai
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
Surveys
Task analysis
Time series analysis
Transportation
Topology
Graph neural networks
Deep learning
predictive learning
spatio-temporal data mining
time series
urban computing
IDEA: Invariant defense for graph adversarial robustness
期刊论文
OAI收割
INFORMATION SCIENCES, 2024, 卷号: 680, 页码: 18
作者:
Tao, Shuchang
;
Cao, Qi
;
Shen, Huawei
;
Wu, Yunfan
;
Xu, Bingbing
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/12/06
Invariant defense
Adversarial robustness
Causal feature
Graph neural networks
A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:5/0
  |  
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
An Unsupervised Long- and Short-Term Sparse Graph Neural Network for Multisensor Anomaly Detection
期刊论文
OAI收割
IEEE SENSORS JOURNAL, 2024, 卷号: 24, 期号: 14, 页码: 23088-23097
作者:
Miao, Qiucheng
;
Wang, Dandan
;
Xu, Chuanfu
;
Zhan, Jun
;
Wu, Chengkun
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
Sensors
Anomaly detection
Time series analysis
Sensor systems
Graph neural networks
Correlation
Sensor fusion
Graph neural network (GNN)
long-term
short-term
skip-gate recurrent unit (skip-GRU)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 7, 页码: 3281-3296
作者:
Hu, Jun
;
Hooi, Bryan
;
Qian, Shengsheng
;
Fang, Quan
;
Xu, Changsheng
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/09/09
Context modeling
Graph neural networks
Markov processes
Collaborative filtering
Neural networks
Task analysis
Optimization
collaborative filtering
recommendation systems
HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:
Xue, Runzhen
;
Han, Dengke
;
Yan, Mingyu
;
Zou, Mo
;
Yang, Xiaocheng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/12/06
Semantics
Parallel processing
Graph neural networks
Vectors
Graphics processing units
Fuses
Hardware
GNN
GNN accelerator
graph neural network
HGNN
HGNN accelerator
heterogeneous graph neural network
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting
期刊论文
OAI收割
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 6, 页码: 6865-6880
作者:
Diao, Zulong
;
Wang, Xin
;
Zhang, Dafang
;
Xie, Gaogang
;
Chen, Jianguo
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/06
Forecasting
Convolutional neural networks
Predictive models
Roads
Real-time systems
Feature extraction
Tensors
Traffic forecasting
dynamic spatial-temporal graph networks
traffic sensor networks
smart city services