Ping Xiong

According to our database, Ping Xiong authored at least 4 papers between 2022 and 2025.

Collaborative distances:

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

2025

Towards symbolic XAI - explanation through human understandable logical relationships between features.

Thomas Schnake, Farnoush Rezaei Jafari, Jonas Lederer, Ping Xiong, Shinichi Nakajima, Stefan Gugler, Grégoire Montavon, Klaus-Robert Müller

Inf. Fusion, 2025

β-GNN: A Robust Ensemble Approach Against Graph Structure Perturbation.

Haci Ismail Aslan, Philipp Wiesner, Ping Xiong, Odej Kao

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

2023

Relevant Walk Search for Explaining Graph Neural Networks.

Ping Xiong, Thomas Schnake, Michael Gastegger, Grégoire Montavon, Klaus-Robert Müller, Shinichi Nakajima

Proceedings of the International Conference on Machine Learning, 2023

2022

Efficient Computation of Higher-Order Subgraph Attribution via Message Passing.

Ping Xiong, Thomas Schnake, Grégoire Montavon, Klaus-Robert Müller, Shinichi Nakajima

Proceedings of the International Conference on Machine Learning, 2022