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

2 papers · [all years of Qiaozhi He](https://md.research.elamur.ai/free/en/authors/qiaozhi-he/#years)

**[Cross-layer Attention Sharing for Pre-trained Large Language Models](https://md.research.elamur.ai/free/en/papers/mu-2026-cross-layer-attention-sharing-pre/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yongyu Mu, Yuzhang Wu, Yuchun Fan, et al.*2026 · 2 citations*

**[SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams](https://md.research.elamur.ai/free/en/papers/wang-2026-serm-self-evolving-relevance-model/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chenglong Wang, Canjia Li, Xingzhao Zhu, et al.*2026*