xGCN: An Extreme Graph Convolutional Network for Large-scale Social Link Prediction

Author:

Song Xiran1ORCID,Lian Jianxun2ORCID,Huang Hong1ORCID,Luo Zihan1ORCID,Zhou Wei1ORCID,Lin Xue1ORCID,Wu Mingqi3ORCID,Li Chaozhuo2ORCID,Xie Xing2ORCID,Jin Hai1ORCID

Affiliation:

1. National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, China

2. Microsoft Research Asia, China

3. Microsoft Gaming, USA

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference35 articles.

1. Uri Alon and Eran Yahav . 2021 . On the Bottleneck of Graph Neural Networks and its Practical Implications . In Proceedings of the 9th International Conference on Learning Representations. 1–12 . Uri Alon and Eran Yahav. 2021. On the Bottleneck of Graph Neural Networks and its Practical Implications. In Proceedings of the 9th International Conference on Learning Representations. 1–12.

2. Scaling Graph Neural Networks with Approximate PageRank

3. Ming Chen , Zhewei Wei , Bolin Ding , Yaliang Li , Ye Yuan , Xiaoyong Du , and Ji-Rong Wen . 2020 . Scalable Graph Neural Networks via Bidirectional Propagation . In Proceedings of the Annual Conference on Neural Information Processing Systems 2020. 14556–14566. Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, and Ji-Rong Wen. 2020. Scalable Graph Neural Networks via Bidirectional Propagation. In Proceedings of the Annual Conference on Neural Information Processing Systems 2020. 14556–14566.

4. Cluster-GCN

5. Yuxin Fang , Li Dong , Hangbo Bao , Xinggang Wang , and Furu Wei . 2023 . Corrupted Image Modeling for Self-Supervised Visual Pre-Training . In Proceedings of the 11th International Conference on Learning Representations. 1–12 . Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, and Furu Wei. 2023. Corrupted Image Modeling for Self-Supervised Visual Pre-Training. In Proceedings of the 11th International Conference on Learning Representations. 1–12.

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