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

2 papers · [all years of Defu Lian](https://md.research.elamur.ai/free/en/authors/defu-lian/#years)

**[MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval](https://md.research.elamur.ai/free/en/papers/zhou-2025-megapairs-massive-data-synthesis-universal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junjie Zhou, Yongping Xiong, Zheng Liu, et al.*2025 · 26 citations*

**[What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning](https://md.research.elamur.ai/free/en/papers/jiang-2025-what-makes-good-reasoning-chain/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Gangwei Jiang, Yahui Liu, Zhaoyi Li, et al.*2025 · 11 citations*