--- title: "ZiHao Liu — author profile and papers — Elamur Research" description: "ZiHao Liu, Beijing University of Posts and Telecommunications: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/zihao-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zihao-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / ZiHao Liu # ZiHao Liu ZiHao Liu has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Li Kuang](https://md.research.elamur.ai/free/en/authors/li-kuang/), [Shujie Wang](https://md.research.elamur.ai/free/en/authors/shujie-wang/), [Xiang Long](https://md.research.elamur.ai/free/en/authors/xiang-long/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139747342) · [**h-index 0**](https://openalex.org/authors/A5139747342) · [2 works](https://openalex.org/works?filter=author.id:A5139747342) · [0 citations](https://openalex.org/works?filter=author.id:A5139747342&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zihao-liu/#papers) · [⭐ Paper Stars ranking: #14146](https://md.research.elamur.ai/free/en/paper-stars/page/142/#star-14146) 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=ZiHao+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=ZiHao+Liu) · [dblp](https://dblp.org/search?q=ZiHao+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=ZiHao+Liu) ## Affiliations [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) · [🎓**Hangzhou Dianzi University** Hangzhou · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/hangzhou-dianzi-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Hardware and Architecture · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/zihao-liu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations](https://md.research.elamur.ai/free/en/papers/yan-2026-beyond-noise-characterizing-creative-potential/)** *(2026)* When LLMs are asked to invent new scientific or technical concepts, many of their outputs cannot be checked against existing evidence. 2. **[VerilogLAVD: LLM-Aided Pattern Generation for Verilog CWE Detection](https://md.research.elamur.ai/free/en/papers/long-2026-veriloglavd-llm-aided-pattern-generation/)** *(2026)* LLMs often miss security flaws in Verilog RTL because HDL code runs concurrently. A hardware vulnerability usually comes from several statements interacting in parallel rather than from one sequential path, so models that read raw code or flattened graphs tend to overlook it. VerilogLAVD changes the LLM's role.… ## Co-authors here 7 co-authors with a page, the most papers together first. - [Li Kuang](https://md.research.elamur.ai/free/en/authors/li-kuang/) - [Shujie Wang](https://md.research.elamur.ai/free/en/authors/shujie-wang/) - [Xiang Long](https://md.research.elamur.ai/free/en/authors/xiang-long/) - [Yao Wan](https://md.research.elamur.ai/free/en/authors/yao-wan/) - [Yingjie Xia](https://md.research.elamur.ai/free/en/authors/yingjie-xia/) - [Yongkang Wu](https://md.research.elamur.ai/free/en/authors/yongkang-wu/) - [Yu Yan](https://md.research.elamur.ai/free/en/authors/yu-yan/) ## 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/) ×2 Updated 2 November 2026