Author

Ji-Yuan Tian

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Preprint Aug 2026

NeoTriFuse: Reliability-Aware Multimodal Fusion under Missingness Heterogeneity for Neonatal Mortality Risk Prediction

The findings support reliability-aware multimodal fusion as a practical approach for neonatal mortality prediction under realistic clinical missingness conditions.

Ji-Yuan Tian, Qi Shen, Ye Lin et al. · 0 citations

Preprint Aug 2026

Subgraph Filtering for Fair Graph Neural Networks

Subgraph Filtering for Fair Graph Neural Networks is proposed, a lightweight and architecture-agnostic framework that mitigates structural bias at its source and achieves consistent fairness improvements while maintaining competitive predictive performance, leading to a better fairness--accuracy trade-off than recent f...

Hao-Hui Lu, Ji-Yuan Tian, Fangyu Zhou et al. · 0 citations