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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：5/0  |  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：3/0  |  提交时间：2026/05/25
Fast-flux domain detection  Network security  Graph representation  Graph sampling  Graph neural networks  
Online recommendation in non-stationary environments based on knowledge graph enhancement and time-varying reward mechanism 期刊论文
APPLIED INTELLIGENCE, 2026, 卷号: 56, 期号: 3, 页码: 22
作者:  Li, Jiaxin;  Fang, Jinyun
收藏  |  浏览/下载：5/0  |  提交时间：2026/05/25
Online recommendation system  Contextual Multi-Armed bandits (CMAB)  Time-Varying reward mechanism (TV-RM)  Knowledge graph (KG)  Thompson sampling (TS)  
DeinfoAttack: A heuristic graph adversarial attack algorithm leveraging graph topological information entropy 期刊论文
NEUROCOMPUTING, 2026, 卷号: 661, 页码: 12
作者:  Wang, Yajing;  Cao, Huawei;  Song, Shuhan
收藏  |  浏览/下载：12/0  |  提交时间：2026/05/25
Graph adversarial attack  Heterophilic GNNs  Information entropy  
Unified and Efficient Factor Graph Accelerator Design for Robotic Optimization 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 4, 页码: 23
作者:  Liu, Qiang;  Hua, Yihao;  Hao, Yuhui;  Yu, Bo;  Liu, Shaoshan;  Gan, Yiming
收藏  |  浏览/下载：5/0  |  提交时间：2026/05/25
Robotic computing  factor graph  optimization  FPGA  
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization  
CL-DGCN: contrastive learning based deeper graph convolutional network for traffic flow data prediction 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2025, 卷号: 203, 页码: 18
作者:  Zhang, Enwei;  Lv, Zhiqiang;  Cheng, Zesheng;  Ke, Jintao
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Multimodal transportation  Traffic flow prediction  Graph convolutional network  Hyperaggregation function  
Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation 期刊论文
ADVANCED ENGINEERING INFORMATICS, 2025, 卷号: 68, 页码: 28
作者:  Wang, Peng;  Hu, Qinyou;  Mei, Qiang;  Wang, Shaohua;  Yang, Yang;  Guo, Da;  Liu, Xiaotong;  Hu, Wenlong;  Chen, Jihong
收藏  |  浏览/下载：30/0  |  提交时间：2025/12/03
Spatiotemporal knowledge graph  Intelligent berth allocation  Multi-agent LLMs  Port logistics  Yangtze River Delta  
Learning to schedule dynamic job-shop problems by graph attention network with reinforcement learning 期刊论文
APPLIED INTELLIGENCE, 2025, 卷号: 55, 期号: 16, 页码: 16
作者:  Huang, Chao;  Hu, Haibo;  Zhou, Yan
收藏  |  浏览/下载：29/0  |  提交时间：2025/12/03
Job shop scheduling  Reinforcement learning  Graph attention network  
CMC-GCN: Consistent multi-granularity cascading graph convolution network for multi-behavior recommendation 期刊论文
NEUROCOMPUTING, 2025, 卷号: 651, 页码: 12
作者:  Yin, Yabo;  Zhu, Xiaofei;  Huang, Kunyang;  Wang, Wenshan;  Zhang, Yihao;  Wang, Pengfei;  Fan, Yixing;  Guo, Jiafeng
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Multi-behavior recommendation  Self-supervised learning  Graph convolutional network