Qianyu Song

According to our database, Qianyu Song authored at least 5 papers between 2025 and 2026.

Collaborative distances:

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

2026

Handling distribution shifts on dynamic graphs via causal invariance principles.

Chao Li, Yafei Zhang, Runshuo Liu, Qianyu Song, Zhongying Zhao, Qingtian Zeng

Neural Networks, 2026

Mitigating Dynamic Graph Distribution Shifts via Mixture of Variational Experts.

Qianyu Song, Chao Li, Yeyu Yan, Hui Zhou, Zhongying Zhao, Qingtian Zeng

Proceedings of the ACM Web Conference 2026, 2026

2025

HIDyG: heterogeneous information perception in dynamic graphs via contrastive learning.

Runshuo Liu, Chao Li, Qianyu Song, Hui Zhou, Qingtian Zeng

Appl. Intell., November, 2025

Self-supervised heterogeneous graph neural network based on deep and broad neighborhood encoding.

Qianyu Song, Chao Li, Jinhu Fu, Qingtian Zeng, Nengfu Xie

Appl. Intell., April, 2025

Fusion3M: Community-based multi-scale co-evolving network for dynamic graph representation learning.

Chao Li, Qianyu Song, Runshuo Liu, Zhongying Zhao, Qingtian Zeng

Inf. Fusion, 2025