Yifei Li et al. 2026. Identifying Cross-Market Risk Contagion Amplifiers via Graph Attention Networks: Empirical Evidence from U.S. Financial Stress Periods. Journal of Computing Innovations and Applications. 4, 1 (Feb. 2026), 164–175. DOI:https://doi.org/10.63575/CIA.2026.40114.