Rui Xue

According to our database, Rui Xue authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Efficient End-to-end Language Model Fine-tuning on Graphs.

Rui Xue, Xipeng Shen, Ruozhou Yu, Xiaorui Liu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks.

Rui Xue, Tong Zhao, Neil Shah, Xiaorui Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Linear-Time Graph Neural Networks for Scalable Recommendations.

Jiahao Zhang, Rui Xue, Wenqi Fan, Xin Xu, Qing Li, Jian Pei, Xiaorui Liu

Proceedings of the ACM on Web Conference 2024, 2024

2023

Efficient Large Language Models Fine-Tuning On Graphs.

Rui Xue, Xipeng Shen, Ruozhou Yu, Xiaorui Liu

CoRR, 2023

Large-Scale Graph Neural Networks: The Past and New Frontiers.

Rui Xue, Haoyu Han, Tong Zhao, Neil Shah, Jiliang Tang, Xiaorui Liu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation.

Rui Xue, Haoyu Han, MohamadAli Torkamani, Jian Pei, Xiaorui Liu

Proceedings of the International Conference on Machine Learning, 2023