Xiran Song

According to our database, Xiran Song authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

XGCN: a library for large-scale graph neural network recommendations.

Xiran Song, Hong Huang, Jianxun Lian, Hai Jin

Frontiers Comput. Sci., June, 2024

GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability.

Zihan Luo, Xiran Song, Hong Huang, Jianxun Lian, Chenhao Zhang, Jinqi Jiang, Xing Xie, Hai Jin

CoRR, 2024

2023

Temporal Heterogeneous Information Network Embedding via Semantic Evolution.

Wei Zhou, Hong Huang, Ruize Shi, Xiran Song, Xue Lin, Xiao Wang, Hai Jin

IEEE Trans. Knowl. Data Eng., December, 2023

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

Xiran Song, Jianxun Lian, Hong Huang, Zihan Luo, Wei Zhou, Xue Lin, Mingqi Wu, Chaozhuo Li, Xing Xie, Hai Jin

Proceedings of the ACM Web Conference 2023, 2023

Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective.

Zihan Luo, Hong Huang, Jianxun Lian, Xiran Song, Xing Xie, Hai Jin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Friend Recommendations with Self-Rescaling Graph Neural Networks.

Xiran Song, Jianxun Lian, Hong Huang, Mingqi Wu, Hai Jin, Xing Xie

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022