Author

Si-Rui Zhao

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#artificial intelligence Preprint Sep 2026

Multi-Dimensional Comparative Scale Construction for Efficient Personalized Subjective Judgment in High-Traffic Applications

This work proposes SubJudge, a System One model for personalized scoring with Batchwise Preference Optimization (BPO), a pairwise comparative framework for multi-dimensional scale construction that combines sparse Elo comparisons with multi-judge voting and optimized both offline scale construction and online inference...

Xiang-Long Shi, Shi-Feng Liu, Si-Rui Zhao et al. · 0 citations

#artificial intelligence Preprint Apr 2026

EviDep: Uncertainty-Aware Multimodal Depression Estimation via Disentangled Evidential Learning

EviDep is presented, a multimodal evidential regression framework that integrates multi-scale temporal modeling and shared--private representation learning for uncertainty-aware depression estimation and shows competitive prediction accuracy, while both uncertainty estimates generally increase under controlled feature...

Fang-Yuan Liu, Si-Rui Zhao, Yang-Song Zhang et al. · 0 citations