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Xiran Song
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 6
Top Topics
Graph Mining Algorithms
Convolutional Network
Link Prediction
Random Walk
Top Venues
CoRR
KDD
WWW
Frontiers Comput. Sci.
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Publications
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Xiran Song
,
Hong Huang
,
Jianxun Lian
,
Hai Jin
XGCN: a library for large-scale graph neural network recommendations.
Frontiers Comput. Sci.
18 (3) (2024)
Zihan Luo
,
Xiran Song
,
Hong Huang
,
Jianxun Lian
,
Chenhao Zhang
,
Jinqi Jiang
,
Xing Xie
,
Hai Jin
GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability.
CoRR
(2024)
Wei Zhou
,
Hong Huang
,
Ruize Shi
,
Xiran Song
,
Xue Lin
,
Xiao Wang
,
Hai Jin
Temporal Heterogeneous Information Network Embedding via Semantic Evolution.
IEEE Trans. Knowl. Data Eng.
35 (12) (2023)
Zihan Luo
,
Hong Huang
,
Jianxun Lian
,
Xiran Song
,
Xing Xie
,
Hai Jin
Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective.
NeurIPS
(2023)
Xiran Song
,
Jianxun Lian
,
Hong Huang
,
Zihan Luo
,
Wei Zhou
,
Xue Lin
,
Mingqi Wu
,
Chaozhuo Li
,
Xing Xie
,
Hai Jin
xGCN: An Extreme Graph Convolutional Network for Large-scale Social Link Prediction.
WWW
(2023)
Xiran Song
,
Jianxun Lian
,
Hong Huang
,
Mingqi Wu
,
Hai Jin
,
Xing Xie
Friend Recommendations with Self-Rescaling Graph Neural Networks.
KDD
(2022)