Publications

Zihan Luo, Xiran Song, Hong Huang, Jianxun Lian, Chenhao Zhang, Jinqi Jiang, Xing Xie (2024). GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability. arXiv.

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Wei Zhou, Hong Huang, Ruize Shi, Xiran Song, Xue Lin, Xiao Wang, Hai Jin (2023). Temporal Heterogeneous Information Network Embedding via Semantic Evolution. TKDE'23.

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Zihan Luo, Hong Huang, Jianxun Lian, Xiran Song, Xing Xie, Hai Jin (2023). Cross-links matter for link prediction: rethinking the debiased GNN from a data perspective. In NeurIPS'23.

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Xiran Song, Jianxun Lian, Hong Huang, Zihan Luo, Wei Zhou, Xue Lin, Mingqi Wu, Chaozhuo Li, Xing Xie, Hai Jin (2023). xGCN: An Extreme Graph Convolutional Network for Large-scale Social Link Prediction. In WWW'23.

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Xiran Song, Jianxun Lian, Hong Huang, Mingqi Wu, Hai Jin, Xing Xie (2022). Friend Recommendations with Self-Rescaling Graph Neural Networks. In KDD'22.

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