MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan ICML 2019 Graph U-Nets Hongyang Gao, Shuiwang Ji ICML 2019 Disentangled Grap...
地址:http://t.cn/EKOJK3x; 4、MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing 作者:Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Haru...
Anomaly Detection over Streaming Graphs with Finger-Based Higher-Order Graph Sketch A streaming graph is a constantly growing sequence of edges, which forms a dynamic graph that changes with every edge in the stream. An anomalous behavior in a streaming graph can be modeled as an edge or a su...
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks Jianxin Li, Hao Peng, Yuwei Cao, Yingtong Dou, Hekai Zhang, Philip S. Yu, Lifang He 2021 Heterogeneous Graph Attention Network Xiao Wang, Houye Ji, C. Shi, Bai Wang, Peng Cui, Philip S...
Duval A, Malliaros F (2022) Higher-order clustering and pooling for graph neural networks. Proceedings of the 31st ACM international conference on information & knowledge management, pp 426–435 Dwivedi VP, Joshi CK, Luu AT, Laurent T, Bengio Y, Bresson X (2023) Benchmarking graph neural ne...
Merge pull request#6from wangz3066/main Dec 20, 2024 1abea6d·Dec 20, 2024 History 149 Commits README Awesome-DynamicGraphLearning Awesome papers (codes) about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs) and their applications (i.e. Recommender ...
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. ICML 2019. paper Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan. DEMO-Net: Degree-specific Graph Neural Networks for Node...
regu!~rastigmatism,andocularhigher—orderaberra— DOI:10.3969/j.issn.1000-4432.2012.04.010 Correspondingauthor:KemingYu,E-mail:yukeming66@ l26. com tionincrease,thusindicatingthepossibilityofde— centeredablation,whichseriouslyaffectsthevisual qualityandsurgicalefi cacyofpatients.Thisstudy reportedonecasewith...
Higher-Order Masked Graph Neural Networks for Traffic Flow Prediction[C]//2022 IEEE International Conference on Data Mining (ICDM). IEEE, 2022: 1305-1310. Link Code Chen T, Nie L, Pan J, et al. Origin-Destination Traffic Prediction based on Hybrid Spatio-Temporal Network[C]//2022 IEEE ...
17. FusionPooling:Hybrid Low-order and Higher-order Graph Convolutional NetworksComputational Intelligence and Neuroscience 20201. Text Classification 2. node classificationNone20-Newsgroups // Cora, CiteSeer, PubMed 16. SOPool:Second-Order Pooling for Graph Neural NetworksTPAMI 20201. Graph Classificatio...