Jiarong Xu

Can Abnormality be Detected by Graph Neural Networks?

Ziwei Chai, Siqi You, Yang Yang et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 82 citations · Full text

Graph Neural Networks, Anomaly Detection, Graph Theory +12

Robustness of deep learning models on graphs: A survey

Jiarong Xu, Junru Chen, Siqi You et al. · AI Open · 2021 · 33 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +14

NGUARD

Jianrong Tao, Jiarong Xu, Linxia Gong et al. · 2018 · 31 citations

Artificial Intelligence, Abuse Detection, Game Ai +16

Unsupervised Adversarially Robust Representation Learning on Graphs

Jiarong Xu, Yang Yang, Junru Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 29 citations · Full text

Graph Topology, Geometric Learning, Graph Neural Network +15

Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network

Yifei Sun, Haoran Deng, Yang Yang et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 22 citations · Full text

Geometric Learning, Path Level Patterns, Graph Representation Learning +18