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Towards generalizable Graph Contrastive Learning: An information theory perspective 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:  Yuan, Yige;  Xu, Bingbing;  Shen, Huawei;  Cao, Qi;  Cen, Keting;  Zheng, Wen;  Cheng, Xueqi
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
Optimization of spatial-temporal graph: A taxi demand forecasting model based on spatial-temporal tree 期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 12
作者:  Li, Jianbo;  Lv, Zhiqiang;  Ma, Zhaobin;  Wang, Xiaotong;  Xu, Zhihao
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Intelligent transportation system  Taxi demand  Graph structure  Tree structure  Multiple factors  
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 3, 页码: 1356-1370
作者:  Feng, Wenjie;  Liu, Shenghua;  Koutra, Danai;  Cheng, Xueqi
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Approximation algorithms  Image edge detection  Heuristic algorithms  Greedy algorithms  Optimization  Collaboration  Task analysis  Algorithm  anomaly detection  dense subgraph  graph spectral theory  large graph mining  
GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 23
作者:  Huang, Wuliang;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Chen, Qian
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing