Shuhan Song

According to our database, Shuhan Song authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

SPMGAE: Self-purified masked graph autoencoders release robust expression power.

Shuhan Song, Ping Li, Ming Dun, Yuan Zhang, Huawei Cao, Xiaochun Ye

Neurocomputing, 2025

Equipping Graph Autoencoders: Revisiting Masking Strategies from a Robustness Perspective.

Shuhan Song, Ping Li, Ming Dun, Yuan Zhang, Huawei Cao, Xiaochun Ye

Proceedings of the 2025 SIAM International Conference on Data Mining, 2025

GPromptShield: Elevating Resilience in Graph Prompt Tuning Against Adversarial Attacks.

Shuhan Song, Ping Li, Ming Dun, Maolei Huang, Huawei Cao, Xiaochun Ye

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

A Structure-Aware Graph Representation Learning Optimization.

Ping Li, Shuhan Song, Huawei Cao, Yuan Zhang, Zhimin Tang, Xiaochun Ye

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware.

Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022