中国科学院计算技术研究所机构知识库

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	Graph-Agnostic Linear Transformers 期刊论文 NEURAL NETWORKS, 2026, 卷号: 198, 页码: 12 作者:  Guo, Zhiyu;  Liu, Yang;  Ao, Xiang;  Tang, Yateng;  Chen, Xinhuan;  Zheng, Xuehao;  He, Qing 收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25 Graph neural network  Graph transformer  Linear attention  Graph-agnostic model
	Graph-based fast-flux domain detection using graph neural networks 期刊论文 COMPUTER NETWORKS, 2026, 卷号: 278, 页码: 13 作者:  Xiong, Wei;  Wang, Yang;  Jiang, Haiyang;  Guan, Hongtao 收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25 Fast-flux domain detection  Network security  Graph representation  Graph sampling  Graph neural networks
	Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing 期刊论文 FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 11 作者:  Wang, Zhehui;  Choong, Benjamin Chen Ming;  Huang, Tian;  Gerlinghoff, Daniel;  Goh, Rick Siow Mong;  Liu, Cheng;  Luo, Tao 收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03 Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression
	Brain-Inspired Efficient Pruning: Exploiting Criticality in Spiking Neural Networks 期刊论文 CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2025, 卷号: 37, 期号: 27-28, 页码: 13 作者:  Chen, Shuo;  Liu, Zeshi;  You, Haihang 收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25 brain-inspired computing  network pruning  spiking neural network
	Cell-GraphCompass: modeling single cells with graph structure foundation model 期刊论文 NATIONAL SCIENCE REVIEW, 2025, 卷号: 12, 期号: 10, 页码: 14 作者:  Fang, Chen;  Cui, Wentao;  Hu, Zhilong;  Liu, Wenhao;  Chen, Shubai;  Chang, Shaole;  Long, Qingqing;  Li, Cong;  Liu, Yana;  Jiang, Haiping;  Wang, Pengfei;  Pan, Jia;  Hu, Guoping;  Liu, Guole;  Meng, Zhen;  Zhou, Yuanchun;  Chen, Linghui;  Feng, Guihai;  Li, Xin 收藏  |  浏览/下载：28/0  |  提交时间：2025/12/03 single-cell  transcriptomics  foundation model  pre-training  graph neural network  knowledge embedding
	SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3490-3503 作者:  Xue, Runzhen;  Yan, Mingyu;  Han, Dengke;  Xiao, Ziheng;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui 收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03 Semantics  Layout  Graph neural networks  Optimization  Vectors  Graphics processing units  Feature extraction  Design automation  Training  Hardware acceleration  Graph neural network (GNN)  hardware accelerator  heterogeneous graph neural network (HGNN)  semantic graph
	DM-IDS-A Network Intrusion Detection Method Based on Dual-Modal Fusion 期刊论文 IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 4, 页码: 3646-3661 作者:  Zha, Chao;  Wang, Zhiyu;  Fan, Yifei;  Bai, Bing;  Zhang, Yinjie;  Shi, Sainan;  Zhang, Ruyun 收藏  |  浏览/下载：18/0  |  提交时间：2025/12/03 Feature extraction  Payloads  Network intrusion detection  Telecommunication traffic  Vectors  Graph neural networks  Radio frequency  Data mining  Training  Technological innovation  Intrusion detection  flow modal  payload modal  bilinear fusion  semantic
	Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4225-4238 作者:  Liu, Xin;  Zhang, Yuxiang;  Wu, Meng;  Yan, Mingyu;  He, Kun;  Yan, Wei;  Pan, Shirui;  Ye, Xiaochun;  Fan, Dongrui 收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03 Perturbation methods  Graph neural networks  Image edge detection  Data augmentation  Accuracy  Training  Measurement  Optimization  Detectors  World Wide Web  Edge perturbation  graph neural network  graph data augmentation  graph data attack
	Fast and Scalable Neural Network Quantum States Method for Molecular Potential Energy Surfaces 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 7, 页码: 1431-1443 作者:  Wu, Yangjun;  Cao, Wanlu;  Zhao, Jiacheng;  Shang, Honghui 收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03 Artificial neural networks  Computational efficiency  Training  Wave functions  Quantum state  Computational modeling  Optimization  Electrons  Convergence  Potential energy  Quantum computational chemistry  many-body Schr & ouml  neural network quantum state  transformer based architecture  autoregressive sampling  potential energy surfaces  dinger equation
	A Visual-Cortex-Mimetic Tiny Neuromorphic Vision Processor Based on Reconfigurable Cortical Neuron Unit 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 7, 页码: 943-947 作者:  Chen, Mingju;  He, Junxian;  Wang, Haibing;  Wang, Tengxiao;  Gao, Haoran;  Liu, Liyuan;  Wang, Ying;  Shi, Cong 收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03 Neurons  Neuromorphics  Visualization  Feature extraction  Data models  Image edge detection  Brain modeling  Retina  Costs  Synapses  Neuromorphic processor  spiking neural network  visual cortex  on-chip learning  STDP