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Random-Walk Probability Computation on Dynamic Weighted Graphs
Wang Hanzhi, Yi Lu, Wei Zhewei, Gan Junhao, Yuan Ye, Wen Jirong, Du Xiaoyong
2024, 61(8): 1865-1881. DOI: 10.7544/issn1000-1239.202440148
Abstract PDF
Edge Hashing Distributed Sampling Algorithm for Triangle Counting in Large-scale Dynamic Graph Stream
He Yulin, Wu Bo, Wu Dingming, Huang Zhexue, Philippe Fournier-Viger
2024, 61(8): 1882-1903. DOI: 10.7544/issn1000-1239.202440120
Abstract PDF
Discovering Coordinated Subtask Patterns from a Graphical Multi-Agent Task Modeling Perspective
Li Chao, Li Wenbin, Gao Yang
2024, 61(8): 1904-1916. DOI: 10.7544/issn1000-1239.202440189
Abstract PDF
GraphMLP-Mixer: A Graph-MLP Architecture for Efficient Multi-Behavior Sequential Recommendation Method
Lu Xiaokai, Feng Jun, Han Yongqiang, Wang Hao, Chen Enhong
2024, 61(8): 1917-1929. DOI: 10.7544/issn1000-1239.202440137
Abstract PDF
Towards Lightweight Cross-Domain Sequential Recommendation via Tri-Branches Graph External Attention Network
Zhang Jinyu, Ma Chenxi, Li Chao, Zhao Zhongying
2024, 61(8): 1930-1944. DOI: 10.7544/issn1000-1239.202440197
Abstract PDF
Graph4Cache: A Graph Neural Network Model for Cache Prefetching
Shang Jing, Wu Zhihui, Xiao Zhiwen, Zhang Yifei
2024, 61(8): 1945-1956. DOI: 10.7544/issn1000-1239.202440190
Abstract PDF
Multi-View Heterogeneous Graph Neural Network Method for Enterprise Credit Risk Assessment
Wei Shaopeng, Liang Ting, Zhao Yu, Zhuang Fuzhen, Ren Fuji
2024, 61(8): 1957-1967. DOI: 10.7544/issn1000-1239.202440126
Abstract PDF
Anomaly-Aware Variational Graph Autoencoder Based Graph-Level Anomaly Detection Algorithm
Lin Fu, Li Mingkang, Luo Xuexiong, Zhang Shuhao, Zhang Yue, Wang Zitong
2024, 61(8): 1968-1981. DOI: 10.7544/issn1000-1239.202440177
Abstract PDF
Event-Driven Hypergraph Convolutional Network Based Rumor Detection Method
Zeng Zhi, Zhao Shuqing, Liu Huan, Zhao Xiang, Luo Minnan
2024, 61(8): 1982-1992. DOI: 10.7544/issn1000-1239.202440136
Abstract PDF
HSEGRL: A Hierarchical Self-Explainable Graph Representation Learning Model
Li Ping, Song Shuhan, Zhang Yuan, Cao Huawei, Ye Xiaochun, Tang Zhimin
2024, 61(8): 1993-2007. DOI: 10.7544/issn1000-1239.202440142
Abstract PDF
Element Separation and Holistic Attention Based Graph Convolutional Network Framework
Zhu Chuanzhen, Wang Xuan, Zheng Qiang
2024, 61(8): 2008-2019. DOI: 10.7544/issn1000-1239.202440143
Abstract PDF
Traffic Flow Prediction Based on Graph Prompt-Finetuning
Lai Peiyuan, Li Cheng, Wang Zenghui, Wang Changdong, Liao Dezhang
2024, 61(8): 2020-2029. DOI: 10.7544/issn1000-1239.202440113
Abstract PDF
A Pre-trained Universal Knowledge Graph Reasoning Model Based on Rule Prompts
Cui Yuanning, Sun Zequn, Hu Wei
2024, 61(8): 2030-2044. DOI: 10.7544/issn1000-1239.202440133
Abstract PDF
Survey on Graph Neural Ordinary Differential Equations
Jiao Pengfei, Chen Shuxin, Guo Xuan, He Dongxiao, Liu Dong
2024, 61(8): 2045-2066. DOI: 10.7544/issn1000-1239.202440192
Abstract PDF
Lifelong Graph Learning: A Comprehensive Review
Liu Zhuang, Dong Zichen, Dong Yilin, Shang Jiaming, Zhang Fan, Chen Yuran, Lou Peiyan, Sun Xinran, Wang Yu, Zhao Jun, Wayne Lin
2024, 61(8): 2067-2096. DOI: 10.7544/issn1000-1239.202440204
Abstract PDF
Bitsliced Optimization of SM4 Algorithm with the SIMD Instruction Set
Wang Chuang, Ding Yan, Huang Chenlin, Song Liantao
2024, 61(8): 2097-2109. DOI: 10.7544/issn1000-1239.202220531
Abstract PDF
A Concurrent Conflict Transaction Optimization Method for Consortium Blockchain Hyperledger Fabric
Wu Haibo, Liu Hui, Sun Yi, Li Jun
2024, 61(8): 2110-2126. DOI: 10.7544/issn1000-1239.202220644
Abstract PDF
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