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

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

**[LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning](https://md.research.elamur.ai/free/en/papers/zhang-2026-lazyeviction-lagged-kv-eviction-attention/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haoyue Zhang, Hualei Zhang, Xiaosong Ma, et al.*2026 · 8 citations*

**[Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models](https://md.research.elamur.ai/free/en/papers/liu-2026-think-how-think-mitigating-overthinking/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yongjiang Liu, Haoxi Li, Xiaosong Ma, et al.*2026 · 2 citations*