Author

Yushuai Li

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Preprint Aug 2026

VTRQ: Enabling Verifiable Trajectory Range Queries in Hybrid-Storage Blockchains

Due to their increasingly large volumes, outsourcing of trajectory storage and querying to third-party service providers has become attractive. However, in such outsourced environments, service providers may return incorrect, e.g., incomplete, tampered, or invalid query results, making verifiability of query results an...

Zhongming Yao, Junchang Xin, Yumeng Song et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Robustness Analysis of Agentic AI to Inconsistent and Incomplete Tool Responses

The results show that tool failures can be recognized at the return boundary, but reliable diagnosis requires combining multiple signals, and likelihood-based signals clearly capture incomplete returns and some direct inconsistencies, while action-based signals reveal how strongly a failure changes the next decision.

Jiachen Xu, T. Pedersen, Zhongming Yao et al. · 0 citations