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Zhe Xu
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Data augmentation for deep graph learning: A survey
K Ding, Z Xu, H Tong, H Liu
ACM SIGKDD Explorations Newsletter 24 (2), 61-77, 2022
1892022
Graph sanitation with application to node classification
Z Xu, B Du, H Tong
Proceedings of the ACM Web Conference 2022, 1136-1147, 2022
332022
A view-adversarial framework for multi-view network embedding
D Fu, Z Xu, B Li, H Tong, J He
Proceedings of the 29th ACM International Conference on Information …, 2020
302020
Kernel ridge regression-based graph dataset distillation
Z Xu, Y Chen, M Pan, H Chen, M Das, H Yang, H Tong
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
232023
Relation Extraction Using Supervision from Topic Knowledge of Relation Labels.
H Jiang, L Cui, Z Xu, D Yang, J Chen, C Li, J Liu, J Liang, C Wang, Y Xiao, ...
IJCAI, 5024-5030, 2019
92019
Node classification beyond homophily: Towards a general solution
Z Xu, Y Chen, Q Zhou, Y Wu, M Pan, H Yang, H Tong
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
82023
Calliope-net: Automatic generation of graph data facts via annotated node-link diagrams
Q Chen, N Chen, W Shuai, G Wu, Z Xu, H Tong, N Cao
IEEE Transactions on Visualization and Computer Graphics, 2023
52023
Topological augmentation for class-imbalanced node classification
Z Liu, Z Zeng, R Qiu, H Yoo, D Zhou, Z Xu, Y Zhu, K Weldemariam, J He, ...
arXiv preprint arXiv:2308.14181, 2023
52023
Natural and Artificial Dynamics in GNNs: A Tutorial
D Fu, Z Xu, H Tong, J He
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
42023
Generalized Few-Shot Node Classification
Z Xu, K Ding, YX Wang, H Liu, H Tong
IEEE International Conference on Data Mining (ICDM), 2022
42022
Destine: Dense subgraph detection on multi-layered networks
Z Xu, S Zhang, Y Xia, L Xiong, J Xu, H Tong
Proceedings of the 30th ACM International Conference on Information …, 2021
32021
Ranking on network of heterogeneous information networks
Z Xu, S Zhang, Y Xia, L Xiong, H Tong
2020 IEEE International Conference on Big Data (Big Data), 848-857, 2020
32020
Discrete-state Continuous-time Diffusion for Graph Generation
Z Xu, R Qiu, Y Chen, H Chen, X Fan, M Pan, Z Zeng, M Das, H Tong
arXiv preprint arXiv:2405.11416, 2024
12024
Generalized few-shot node classification: toward an uncertainty-based solution
Z Xu, K Ding, YX Wang, H Liu, H Tong
Knowledge and Information Systems 66 (2), 1205-1229, 2024
12024
Learning optimal propagation for graph neural networks
B Zhao, B Du, Z Xu, L Li, H Tong
arXiv preprint arXiv:2205.02998, 2022
12022
Dense subgraph detection on multi-layered networks
Z Xu
University of Illinois at Urbana-Champaign, 2021
12021
Masked Graph Transformer for Large-Scale Recommendation
H Chen, Z Xu, CCM Yeh, V Lai, Y Zheng, M Xu, H Tong
Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024
2024
Invariant Graph Transformer
Z Xu, M Pan, Y Chen, H Chen, Y Yan, M Das, H Tong
arXiv preprint arXiv:2312.07859, 2023
2023
Optimal Propagation for Graph Neural Networks
B Zhao, B Du, Z Xu, L Li, H Tong
arXiv e-prints, arXiv: 2205.02998, 2022
2022
Graph Mixup on Approximate Gromov–Wasserstein Geodesics
Z Zeng, R Qiu, Z Xu, Z Liu, Y Yan, T Wei, L Ying, J He, H Tong
Forty-first International Conference on Machine Learning, 0
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