---
title: "Hongyi Liu — papers of 2025 — 2 papers, the most cited first"
description: "Hongyi 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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# Hongyi Liu — papers of 2025 — 2 papers, the most cited first

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

- [Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models arXiv:2503.16419](https://md.research.elamur.ai/free/en/papers/sui-2025-stop-overthinking-survey-efficient-reasoning/) — Yang Sui, Yu-Neng Chuang, Guanchu Wang, et al. · 2025 · 157 citations
- [GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? arXiv:2502.05252](https://md.research.elamur.ai/free/en/papers/zhou-2025-gsm-infinite-llms-behave-over/) — Yang Zhou, Hongyi Liu, Zhuoming Chen, et al. · 2025 · 21 citations