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Xingyi Zhang
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Learning based proximity matrix factorization for node embedding
X Zhang, K Xie, S Wang, Z Huang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
322021
Constrained social community recommendation
X Zhang, S Xu, W Lin, S Wang
Proceedings of the 29th ACM SIGKDD conference on knowledge discovery and …, 2023
142023
Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection
X Dong, X Zhang, S Wang
arXiv preprint arXiv:2310.02861, 2023
92023
Efficient Tree-SVD for Subset Node Embedding over Large Dynamic Graphs
X Du, X Zhang, S Wang, ZF Huang
Proceedings of the ACM on Management of Data 1 (1), 1-26, 2023
92023
Towards Deeper Understanding of PPR-based Embedding Approaches: A Topological Perspective
X Zhang, Z Weng, S Wang
Proceedings of the ACM on Web Conference 2024, 969-979, 2024
22024
SmoothGNN: Smoothing-based GNN for Unsupervised Node Anomaly Detection
X Dong, X Zhang, Y Sun, L Chen, M Yuan, S Wang
arXiv preprint arXiv:2405.17525, 2024
12024
Learning-Based Attribute-Augmented Proximity Matrix Factorization for Attributed Network Embedding
K Xie, X Dong, Y Zhang, X Zhang, Q Guo, S Wang
IEEE Transactions on Knowledge and Data Engineering, 2024
12024
FICOM: an effective and scalable active learning framework for GNNs on semi-supervised node classification
X Zhang, J Huang, F Zhang, S Wang
The VLDB Journal 33 (5), 1723-1742, 2024
2024
KPG: Key Propagation Graph Generator for Rumor Detection based on Reinforcement Learning
Y Zhang, K Xie, X Zhang, X Dong, S Wang
arXiv preprint arXiv:2405.13094, 2024
2024
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