Danai Koutra

Graph based anomaly detection and description: a survey

Leman Akoglu, Hanghang Tong, Danai Koutra · Data Mining and Knowledge Discovery · 2014 · 1.4K citations

Network Science, Anomaly Detection, Graph Theory +8

RolX

Keith Henderson, Brian Gallagher, Tina Eliassi‐Rad et al. · 2012 · 389 citations

Engineering, Community Mining, Network Analysis +16

Beyond Homophily in Graph Neural Networks: Current Limitations and\n Effective Designs

Jiong Zhu, Yujun Yan, Lingxiao Zhao et al. · arXiv (Cornell University) · 2020 · 265 citations · Full text

Graph Neural Networks with Heterophily

Jiong Zhu, Ryan A. Rossi, Anup Rao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 193 citations · Full text

Geometric Learning, Graph Neural Networks, Network Science +13

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

Jiong Zhu, Yujun Yan, Lingxiao Zhao et al. · arXiv (Cornell University) · 2020 · 171 citations · Full text

Geometric Learning, Engineering, Machine Learning +18