RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation
Published in ICML 2025, 2025
RISE provides a subgraph extraction method tailored for 3D molecular GNNs by constraining explanations to local spatial influence regions.
Recommended citation: Jingxiang Qu, Wenhan Gao, Jiaxing Zhang, Xufeng Liu, Hua Wei, Haibin Ling, Yi Liu. 2025. RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation. ICML 2025.
Recommended citation: Jingxiang Qu, Wenhan Gao, Jiaxing Zhang, Xufeng Liu, Hua Wei, Haibin Ling, Yi Liu. 2025. RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation. International Conference on Machine Learning (ICML 2025). https://arxiv.org/abs/2505.02247