Author

Q. Zheng

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Preprint Oct 2026

TUPLE-Bench: Evaluating and Mitigating Privacy-Utility Trade-offs in Typed Decision Models

Typed decision models often return more than a selected category. They also expose probabilities for each candidate and, sometimes, a separate confidence score. These fields support downstream decisions but may reveal information beyond a recipient's authorization. We introduce TUPLE-Bench (Typed decision models'Utilit...

Yi-Qu Yang, Q. Zheng, Yang Tian et al. · 0 citations

#artificial intelligence Preprint Oct 2026

Advancing Clinical Genomic Analysis with a Skill-Centred Agent

Clinical genomic analysis requires experts to integrate evolving guidelines, databases, and computational evidence to augment specialist genomic interpretation, and ClinGeX, a large-language-model agent that composes 105 curated executable skills through task-specific retrieval and dependency-aware orchestration, is de...

Q. Zheng, Weike Zhao, Yan-Jie Fan et al. · 0 citations