Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications

Han Xie, Da Zheng, Jun Ma, Houyu Zhang, Vassilis N. Ioannidis, Xiang Song, Qing-ping, Sheng Wang, Carl Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi. Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 5270-5281, ACM, 2023. [doi]

Authors

Han Xie

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Da Zheng

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Jun Ma

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Houyu Zhang

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Vassilis N. Ioannidis

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Xiang Song

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Qing-ping

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Sheng Wang

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Carl Yang

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Yi Xu

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Belinda Zeng

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Trishul Chilimbi

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