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Zixing Song
Zixing Song
The Chinese University of Hong Kong
没有经过验证的电子邮件地址
标题
引用次数
引用次数
年份
A survey on deep semi-supervised learning
X Yang, Z Song, I King, Z Xu
IEEE Transactions on Knowledge and Data Engineering 35 (9), 8934-8954, 2022
5162022
Graph-based semi-supervised learning: A comprehensive review
Z Song, X Yang, Z Xu, I King
IEEE Transactions on Neural Networks and Learning Systems 34 (11), 8174-8194, 2022
1812022
COSTA: covariance-preserving feature augmentation for graph contrastive learning
Y Zhang, H Zhu, Z Song, P Koniusz, I King
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
882022
Spectral feature augmentation for graph contrastive learning and beyond
Y Zhang, H Zhu, Z Song, P Koniusz, I King
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 11289 …, 2023
582023
MAC: Measuring the impacts of anomalies on travel time of multiple transportation systems
Z Fang, Y Yang, S Wang, B Fu, Z Song, F Zhang, D Zhang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
392019
Towards an optimal asymmetric graph structure for robust semi-supervised node classification
Z Song, Y Zhang, I King
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
292022
Semi-supervised multi-label learning for graph-structured data
Z Song, Z Meng, Y Zhang, I King
Proceedings of the 30th ACM International Conference on Information …, 2021
272021
WSFE: wasserstein sub-graph feature encoder for effective user segmentation in collaborative filtering
Y Chen, Y Zhang, M Yang, Z Song, C Ma, I King
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
202023
Hierarchical heterogeneous graph attention network for syntax-aware summarization
Z Song, I King
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11340 …, 2022
162022
Tackling Long-tailed Distribution Issue in Graph Neural Networks via Normalization
L Liang, Z Xu, Z Song, I King, Y Qi, J Ye
IEEE Transactions on Knowledge and Data Engineering, 2023
122023
Contrastive cross-scale graph knowledge synergy
Y Zhang, Y Chen, Z Song, I King
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
122023
Mitigating the popularity bias of graph collaborative filtering: A dimensional collapse perspective
Y Zhang, H Zhu, Z Song, P Koniusz, I King
Advances in Neural Information Processing Systems 36, 67533-67550, 2023
112023
Resnorm: Tackling long-tailed degree distribution issue in graph neural networks via normalization
L Liang, Z Xu, Z Song, I King, J Ye
arXiv preprint arXiv:2206.08181, 2022
112022
Towards fair financial services for all: A temporal GNN approach for individual fairness on transaction networks
Z Song, Y Zhang, I King
Proceedings of the 32nd ACM international conference on information and …, 2023
92023
Graph component contrastive learning for concept relatedness estimation
Y Ma, Z Song, X Hu, J Li, Y Zhang, I King
Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13362 …, 2023
92023
Individual fairness in dynamic financial networks
Z Song, Y Ma, I King
NeurIPS 2022 Workshop: New Frontiers in Graph Learning, 2022
72022
Predicting global label relationship matrix for graph neural networks under heterophily
L Liang, X Hu, Z Xu, Z Song, I King
Advances in Neural Information Processing Systems 36, 2024
62024
Optimal block-wise asymmetric graph construction for graph-based semi-supervised learning
Z Song, Y Zhang, I King
Advances in Neural Information Processing Systems 36, 2024
62024
No change, no gain: empowering graph neural networks with expected model change maximization for active learning
Z Song, Y Zhang, I King
Advances in Neural Information Processing Systems 36, 2024
32024
A Diffusion-Based Pre-training Framework for Crystal Property Prediction
Z Song, Z Meng, I King
Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8993-9001, 2024
12024
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