---
title: "Shu Liu — papers of 2025 — 2 papers, the most cited first"
description: "Shu Liu — papers of 2025: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Shu Liu — papers of 2025 — 2 papers, the most cited first

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

- [LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters! arXiv:2502.07374](https://md.research.elamur.ai/free/en/papers/li-2025-llms-easily-learn-reason-demonstrations/) — Dacheng Li, Shiyi Cao, Tyler Griggs, et al. · 2025 · 56 citations
- [The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks arXiv:2502.08235](https://md.research.elamur.ai/free/en/papers/cuadron-2025-danger-overthinking-examining-reasoning-action/) — Alejandro Cuadron, Dacheng Li, Wenjie Ma, et al. · 2025 · 41 citations