Xiang Song

2024

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TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning.
Jing Zhu|Xiang Song|Vassilis N. Ioannidis|Danai Koutra|Christos Faloutsos
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices.
Jing Zhu|Yuhang Zhou|Vassilis N. Ioannidis|Shengyi Qian|Wei Ai|Xiang Song|Danai Koutra
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

doi dblp
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction.
Shichang Zhang|Jiani Zhang|Xiang Song|Soji Adeshina|Da Zheng|Christos Faloutsos|Yizhou Sun
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2021

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Scalable Graph Neural Networks with Deep Graph Library.
Da Zheng|Minjie Wang|Quan Gan|Xiang Song|Zheng Zhang|George Karypis
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

doi dblp
DGL-KE: Training Knowledge Graph Embeddings at Scale.
Da Zheng|Xiang Song|Chao Ma|Zeyuan Tan|Zihao Ye|Jin Dong|Hao Xiong|Zheng Zhang|George Karypis
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020