---
title: "Qi Liu — papers of 2026 — 5 papers, the most cited first"
description: "Qi Liu — papers of 2026: 5 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Qi Liu — papers of 2026 — 5 papers, the most cited first

5 papers · [all years of Qi Liu](https://md.research.elamur.ai/free/en/authors/qi-liu/#years)

**[Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs](https://md.research.elamur.ai/free/en/papers/lyu-2026-revealing-enhancing-core-visual-regions/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Guangtao Lyu, Qi Liu, Chenghao Xu, et al.*2026 · 5 citations*

**[OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows](https://md.research.elamur.ai/free/en/papers/sun-2026-os-sentinel-safety-enhanced-mobile/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qiushi Sun, Mukai Li, Zhoumianze Liu, et al.*2026 · 2 citations*

**[ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants](https://md.research.elamur.ai/free/en/papers/wang-2026-shopsimulator-evaluating-exploring-rl-driven/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Pei Wang, Yanan Wu, Xiaoshuai Song, et al.*2026 · 1 citation*

**[AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs](https://md.research.elamur.ai/free/en/papers/luo-2026-alphaqt-bench-diagnosing-gap-between/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sichun Luo, Yi Huang, Shichang Meng, et al.*2026*

**[One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM Assignment](https://md.research.elamur.ai/free/en/papers/que-2026-one-llm-does-not-simulate/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Huixing Que, Qi Liu, Weibo Gao, et al.*2026*