---
title: "Zhiping Xiao — papers of 2025 — 3 papers, the most cited first"
description: "Zhiping Xiao — papers of 2025: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Zhiping Xiao — papers of 2025 — 3 papers, the most cited first

3 papers · [all years of Zhiping Xiao](https://md.research.elamur.ai/free/en/authors/zhiping-xiao/#years)

- [Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention arXiv:2502.11089](https://md.research.elamur.ai/free/en/papers/yuan-2025-native-sparse-attention-hardware/) — Jingyang Yuan, Huazuo Gao, Damai Dai, et al. · 2025 · 142 citations

**[FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation](https://md.research.elamur.ai/free/en/papers/luo-2025-finmme-benchmark-dataset-financial-multi/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junyu Luo, Zhizhuo Kou, Liming Yang, et al.*2025 · 19 citations*

**[A Survey on Efficient Large Language Model Training: From Data-centric Perspectives](https://md.research.elamur.ai/free/en/papers/luo-2025-survey-efficient-large-language-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junyu Luo, Bohan Wu, Xiao Luo, et al.*2025 · 14 citations*