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

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

**[CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning](https://md.research.elamur.ai/free/en/papers/yi-2026-ctrap-embedding-collapse-trap-safeguard/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Biao Yi, Tiansheng Huang, Baolei Zhang, et al.*2026 · 3 citations*

**[From Personal to Collective: On the Role of Local and Global Knowledge in LLM Personalization](https://md.research.elamur.ai/free/en/papers/wang-2026-personal-collective-role-local-global/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zehong Wang, Junlin Wu, Zhaoxuan Tan, et al.*2026*