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

2 papers · [all years of Qian Li](https://md.research.elamur.ai/free/en/authors/qian-li/#years)

**[GraphDx: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis](https://md.research.elamur.ai/free/en/papers/tan-2026-graphdx-cost-aware-knowledge-enhanced/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shaoting Tan, Ning Liu, Yuntao Du, et al.*2026*

**[Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning](https://md.research.elamur.ai/free/en/papers/liu-2026-look-within-or-beyond-theoretical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**YongKang Liu, Xingle Xu, Ercong Nie, et al.*2026*