2 papers
stat.AP2025
Graph Neural Poisson Models for Supply Chain Relationship Forecasting
Ling Xiang, Quan Hu, Xiang Zhang +2
In supply chain networks, firms dynamically form or dissolve partnerships to adapt to market fluctuations, posing a challenge for predicting future supply relationships. We model t…
cs.LG2024
Boolean Product Graph Neural Networks
Ziyan Wang, Bin Liu, Ling Xiang
Graph Neural Networks (GNNs) have recently achieved significant success, with a key operation involving the aggregation of information from neighboring nodes. Substantial researche…