Author

Haotian Zhang

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Open access Oct 2026

Self-Adaptive Code Representation: Grammar-Guided or Token-Based?

Recent advances in code intelligence are largely driven by large language models (LLMs), which represent code as token sequences and achieve strong results on many software engineering tasks. However, standard token-based approaches often struggle to capture the inherent structural regularities of programming languages...

Qing-Lin Liang, Zhao Zhang, Chen Liu et al. · 0 citations

Open access Jun 2026

Mining Long Tail Bugs: Identifying Rare and Overlooked Issues in Code

LTMiner, which mines rare patterns from large-scale projects and detects potential bugs by checking for violations of these patterns, effectively curbs pattern explosion and false positives, uncovering previously unknown bugs in large-scale projects at an acceptable cost.

Wentao Liang, Yanjun Wu, Xiang Ling et al. · Proceedings of the ACM on So... · 0 citations