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Xiran Song
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Friend recommendations with self-rescaling graph neural networks
X Song, J Lian, H Huang, M Wu, H Jin, X Xie
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
112022
xgcn: An extreme graph convolutional network for large-scale social link prediction
X Song, J Lian, H Huang, Z Luo, W Zhou, X Lin, M Wu, C Li, X Xie, H Jin
Proceedings of the ACM Web Conference 2023, 349-359, 2023
92023
GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability
Z Luo, X Song, H Huang, J Lian, C Zhang, J Jiang, X Xie, H Jin
arXiv preprint arXiv:2403.04483, 2024
62024
Temporal heterogeneous information network embedding via semantic evolution
W Zhou, H Huang, R Shi, X Song, X Lin, X Wang, H Jin
IEEE Transactions on Knowledge and Data Engineering 35 (12), 13031-13042, 2023
52023
XGCN: a library for large-scale graph neural network recommendations
X Song, H Huang, J Lian, H Jin
Frontiers of Computer Science 18 (3), 183343, 2024
12024
Cross-links matter for link prediction: rethinking the debiased GNN from a data perspective
Z Luo, H Huang, J Lian, X Song, X Xie, H Jin
Advances in Neural Information Processing Systems 36, 2024
12024
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