Author

Yi-Lin Zhang

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#machine learning Apr 2026

Are Independently Estimated View Uncertainties Comparable? Unified Routing for Trusted Multi-View Classification

This work proposes Trusted Multi-view learning with Unified Routing (TMUR), which decouples view-specific evidence extraction from fusion arbitration and demonstrates that TMUR consistently improves both classification performance and reliability.

Yi-Lin Zhang, Cai Xu, Haishun Chen et al. · arXiv.org · 0 citations

#artificial intelligence Preprint Sep 2026

Calibration-Aware Uncertainty Cascades for Efficient Heterogeneous Model Collaboration

Calibration-Aware Uncertainty Cascades is proposed, a simple post-hoc framework that independently calibrates each model's confidence and selects deployment policies using validation data and shows theoretically that calibration gives confidence thresholds an explicit selective-risk interpretation, whereas uncalibrated...

Yi-Lin Zhang, Han Jiang, Cai Xu et al. · 0 citations

Open access Jul 2026

Neuronal stop-codon readthrough is associated with ribosome pausing and alters protein localization in Drosophila

An in vivo atlas of neuron-specific ribosome profiling datasets in Drosophila suggests that neuronal RT is associated with structured post-stop RNA regions that reshape termination dynamics and can produce IDR-rich C-terminal protein extensions with distinct subcellular localization.

Toshiharu Ichinose, K. Sakuma, Hiroto Anbo et al. · bioRxiv · 0 citations