---
title: "Xiaowen Ma — papers of 2026 — 2 papers, the most cited first"
description: "Xiaowen Ma — 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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# Xiaowen Ma — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Xiaowen Ma](https://md.research.elamur.ai/free/en/authors/xiaowen-ma/#years)

**[Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yan-2026-memory-r1-enhancing-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sikuan Yan, Xiufeng Yang, Zuchao Huang, et al.*2026 · 49 citations*

**[Self-Evolving Multi-Agent Systems via Textual Backpropagation](https://md.research.elamur.ai/free/en/papers/ma-2026-self-evolving-multi-agent-systems/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Xiaowen Ma, Yunpu Ma, Chenyang Lin, et al.*2026 · 3 citations*