Showing stat.APShow all
2 papers · 1 filter
stat.AP2026
Inferring Inventory Dynamics from Supply Chain Networks: A Graph Learning Approach with Autonomous Validation
Tiancheng Gao, Xiang Zhang, Wei Lan +1
Supply-demand mismatch represents a fundamental challenge in supply chain management, yet its direct measurement remains particularly elusive for small and medium-sized enterprises…
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…