---
title: "Shirui Pan — papers of 2026 — 3 papers, the most cited first"
description: "Shirui Pan — papers of 2026: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Shirui Pan — papers of 2026 — 3 papers, the most cited first

3 papers · [all years of Shirui Pan](https://md.research.elamur.ai/free/en/authors/shirui-pan/#years)

**[BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks](https://md.research.elamur.ai/free/en/papers/miao-2026-blindguard-safeguarding-llm-based-multi/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Rui Miao, Yixin Liu, Yili Wang, et al.*2026 · 10 citations*

**[Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection](https://md.research.elamur.ai/free/en/papers/pan-2026-explainable-fine-grained-safeguarding-llm/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junjun Pan, Yixin Liu, Rui Miao, et al.*2026 · 2 citations*

**[LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence](https://md.research.elamur.ai/free/en/papers/liu-2026-lexgenius-expert-level-benchmark-large/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wenjin Liu, Haoran Luo, Xin Feng, et al.*2026 · 2 citations*