---
title: "Jiahao Liu — papers of 2026 — 2 papers, the most cited first"
description: "Jiahao Liu — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Jiahao Liu — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Jiahao Liu](https://md.research.elamur.ai/free/en/authors/jiahao-liu/#years)

**[The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis](https://md.research.elamur.ai/free/en/papers/wei-2026-evolution-thought-tracking-llm-overthinking/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zihao Wei, Liang Pang, Jiahao Liu, et al.*2026 · 6 citations*

**[Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications](https://md.research.elamur.ai/free/en/papers/lu-2026-inverting-shield-systematically-generating-safety/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoyue Lu, Xianglin Yang, Haijun Liu, et al.*2026*