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Yue-Tong Liu

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Open access Oct 2026

PackMonitor: Towards Zero Package Hallucinations via Decoding-Time Monitoring

As Large Language Models (LLMs) are increasingly integrated into software development workflows, their trustworthiness has become a critical concern. However, in dependency recommendation scenarios, the reliability of LLMs is undermined by widespread package hallucinations, where models often recommend hallucinated pac...

Xi-Ting Liu, Yue-Tong Liu, Yi-Tong Zhang et al. · 0 citations
#natural language process... Preprint Sep 2025

DiffuTester: Accelerating Unit Test Generation for Diffusion LLMs via Mining Structural Pattern

DiffuTester employs a novel structural pattern based decoding approach, which dynamically identifies structural patterns across unit tests through their abstract syntax trees and additionally decodes the corresponding tokens, thereby achieving acceleration without compromising the quality of the output.

Le Yang, Yue-Tong Liu, Yi-Tong Zhang et al. · 3 citations

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