--- title: "Zheli Liu · University of North Texas — author profile and papers" description: "Zheli Liu, University of North Texas: 4 papers on Elamur Research (2025–2026), h-index 36 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/zheli-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zheli-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zheli Liu # Zheli Liu Zheli Liu has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Baolei Zhang](https://md.research.elamur.ai/free/en/authors/baolei-zhang/), [Biao Yi](https://md.research.elamur.ai/free/en/authors/biao-yi/), [Tong Li](https://md.research.elamur.ai/free/en/authors/tong-li/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5060212061) · [ORCID](https://orcid.org/0000-0002-2984-2661) · [Wikidata](https://www.wikidata.org/wiki/Q130807823) · [**h-index 36**](https://openalex.org/authors/A5060212061) · [189 works](https://openalex.org/works?filter=author.id:A5060212061) · [4,738 citations](https://openalex.org/works?filter=author.id:A5060212061&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/zheli-liu/#papers) · [🔗 Cited 11 times in our library](https://md.research.elamur.ai/free/en/authors/zheli-liu/cited-by/) · [⭐ Paper Stars ranking: #10646](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10646) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Zheli+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zheli+Liu) · [dblp](https://dblp.org/search?q=Zheli+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Zheli+Liu) ## Affiliations [🎓**Nankai University** Tianjin · China 2010–2026 · 162 papers*current*](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🎓**University of North Texas** Denton · United States 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-north-texas/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🏥**First Hospital of China Medical University** Shenyang · China 2010–2025 · 6 papers](https://ror.org/04wjghj95) · [🎓**Jilin University** Changchun · China 2009–2015 · 5 papers](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🎓**China Medical University** Shenyang · China 2010–2021 · 4 papers](https://ror.org/032d4f246) · [🎓**Fujian Normal University** Fuzhou · China 2012–2015 · 3 papers](https://ror.org/020azk594) · [🎓**Nanjing University of Information Science and Technology** Nanjing · China 2017 · 2 papers](https://ror.org/02y0rxk19) · [🎓**Guangdong University of Technology** Guangzhou · China 2015 · 2 papers](https://md.research.elamur.ai/free/en/universities/guangdong-university-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/zheli-liu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/zheli-liu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Prompt-Guided Internal States for Hallucination Detection of Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2025-prompt-guided-internal-states-hallucination/)** *(2025 · 12 citations)* Supervised hallucination detectors that read an LLM's hidden representations often fail when used outside the domain they were trained on. 2. **[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/)** *(2026 · 3 citations)* Providers offering fine-tuning as a service face a known risk: a user can upload harmful data and erase a model's safety alignment. 3. **[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/)** *(2026)* Most LLM personalization methods treat every user separately and adapt only to that person's interaction history, using retrieval or per-user adapters such as OPPU. 4. **[SEAD: A Surrogate-free Label-only Membership Inference Attack against Pre-trained LLMs with Semantic-Aware Density](https://md.research.elamur.ai/free/en/papers/yi-2026-sead-surrogate-free-label-only/)** *(2026)* Membership inference attacks (MIAs) test whether a given text was part of a model's training data, which matters for privacy audits, copyright checks and verifying machine unlearning. ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Baolei Zhang](https://md.research.elamur.ai/free/en/authors/baolei-zhang/) ×3 - [Biao Yi](https://md.research.elamur.ai/free/en/authors/biao-yi/) ×3 - [Tong Li](https://md.research.elamur.ai/free/en/authors/tong-li/) ×2 - [Dacheng Tao](https://md.research.elamur.ai/free/en/authors/dacheng-tao/) - [Jiahao Li](https://md.research.elamur.ai/free/en/authors/jiahao-li/) - [Junlin Wu](https://md.research.elamur.ai/free/en/authors/junlin-wu/) - [Li Shen](https://md.research.elamur.ai/free/en/authors/li-shen/) - [Qingkai Zeng](https://md.research.elamur.ai/free/en/authors/qingkai-zeng/) - [Tiansheng Huang](https://md.research.elamur.ai/free/en/authors/tiansheng-huang/) - [Yiming Li](https://md.research.elamur.ai/free/en/authors/yiming-li/) - [Yu He](https://md.research.elamur.ai/free/en/authors/yu-he/) - [Zehong Wang](https://md.research.elamur.ai/free/en/authors/zehong-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 ## Cited by Papers of our library cite their works 11 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zheli-liu/cited-by/). Updated 2 November 2026