中国科学院计算技术研究所机构知识库

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	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：4/0  |  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：4/0  |  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：4/0  |  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：4/0  |  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
	Searching to extrapolate embedding for out-of-graph node representation learning 期刊论文 NEURAL NETWORKS, 2025, 卷号: 184, 页码: 15 作者:  Shen, Zhenqian;  Guo, Shuhan;  Wen, Yan;  Wei, Lanning;  Zhang, Wengang;  Luo, Yuanhai;  Wu, Chongwu;  Yao, Quanming 收藏  |  浏览/下载：14/0  |  提交时间：2025/06/25 Graph neural network  Neural architecture search  Graph embedding  Out-of-sample learning
	Trajectory-User Linking via Multi-Scale Graph Attention Network 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 158, 页码: 16 作者:  Li, Yujie;  Sun, Tao;  Shao, Zezhi;  Zhen, Yiqiang;  Xu, Yongjun;  Wang, Fei 收藏  |  浏览/下载：48/0  |  提交时间：2024/12/06 Trajectory-user linking  Graph neural network  Trajectory classification  Spatio-temporal data mining  Check-in data
	A reinforcement learning-based optimization method for task allocation of agricultural multi-robots clusters 期刊论文 COMPUTERS & ELECTRICAL ENGINEERING, 2024, 卷号: 120, 页码: 15 作者:  Lu, Zaiwang;  Wang, Yancong;  Dai, Feng;  Ma, Yike;  Long, Long;  Zhao, Zixu;  Zhang, Yucheng;  Li, Jintao 收藏  |  浏览/下载：31/0  |  提交时间：2024/12/06 Graph neural network  Multi-robot systems  Agricultural task allocation  Multiple traveling salesmen problem  Reinforcement learning
	GNN-Based Resource Allocation for Digital Twin-Enhanced Multi-UAV Radar Networks 期刊论文 IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 13, 期号: 11, 页码: 3137-3141 作者:  Luo, Jihao;  Fei, Zesong;  Wang, Xinyi;  Zhao, Le;  Li, Bin;  Zhou, Yiqing 收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06 Resource management  Autonomous aerial vehicles  Radar  Interference  Sensors  Signal to noise ratio  Servers  Unmanned aerial vehicles  radar sensing  digital twin  graph neural network  spectrum allocation  power control
	Dual-channel relative position guided attention networks for aspect-based sentiment analysis 期刊论文 EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 253, 页码: 14 作者:  Gao, Xuejian;  Liu, Fang'ai;  Zhuang, Xuqiang;  Tian, Xiaohui;  Zhang, Yujuan;  Liu, Kenan 收藏  |  浏览/下载：38/0  |  提交时间：2024/12/06 Aspect-based sentiment analysis  Graph neural network  Semantic correlation  Syntactic dependency
	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：67/0  |  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