--- title: "Yue Liu — author profile and papers — Elamur Research" description: "Yue Liu: 4 papers on Elamur Research (2024–2026), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yue-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yue-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yue Liu # Yue Liu Yue Liu has 4 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/); often with [Anuj Kumar](https://md.research.elamur.ai/free/en/authors/anuj-kumar/), [Bofei Gao](https://md.research.elamur.ai/free/en/authors/bofei-gao/), [Bryan Hooi](https://md.research.elamur.ai/free/en/authors/bryan-hooi/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5101959557) · [ORCID](https://orcid.org/0000-0001-6284-3730) · [**h-index 5**](https://openalex.org/authors/A5101959557) · [33 works](https://openalex.org/works?filter=author.id:A5101959557) · [205 citations](https://openalex.org/works?filter=author.id:A5101959557&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/yue-liu/#papers) · [🔗 Cited 69 times in our library](https://md.research.elamur.ai/free/en/authors/yue-liu/cited-by/) · [⭐ Paper Stars ranking: #6988](https://md.research.elamur.ai/free/en/paper-stars/page/70/#star-6988) 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=Yue+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yue+Liu) · [dblp](https://dblp.org/search?q=Yue+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Yue+Liu) ## Affiliations [🎓**Hunan Agricultural University** Changsha · China 2009–2012 · 4 papers](https://ror.org/01dzed356) · [🔬**Institute of Geographic Sciences and Natural Resources Research** Beijing · China 2001–2014 · 3 papers](https://ror.org/04t1cdb72) · [🎓**Geely University of China** Chengdu · China 2024 · 2 papers](https://ror.org/02d7yc062) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 11 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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yue-liu/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/yue-liu/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/yue-liu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[In-context Learning with Retrieved Demonstrations for Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/luo-2024-context-learning-retrieved-demonstrations-language/)** *(2024 · 54 citations)* Large language models can solve new tasks from a few input–output examples placed in the prompt. This is called few-shot in-context learning (ICL), and its accuracy depends heavily on which examples are chosen. Early approaches used one fixed demonstration set per task, written by hand, sampled at random or picked by… 2. **[Can Indirect Prompt Injection Attacks Be Detected and Removed?](https://md.research.elamur.ai/free/en/papers/chen-2025-can-indirect-prompt-injection-attacks/)** *(2025 · 30 citations)* Indirect prompt injection happens when an attacker plants malicious instructions in external content, such as web pages a tool retrieves, and the LLM then follows them instead of the user's request. 3. **[Kimi-Dev: Agentless Training as Skill Prior for SWE-Agents](https://md.research.elamur.ai/free/en/papers/yang-2025-kimi-dev-agentless-training/)** *(2025 · 4 citations)* Automated GitHub issue fixing, as measured by SWE-bench, has split into two camps. Multi-turn SWE-Agents are flexible but hard to train end-to-end. Pipeline-style Agentless methods are easy to optimize with verifiable rewards but rigid. The authors argue the two approaches can be combined: training on Agentless… 4. **[Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?](https://md.research.elamur.ai/free/en/papers/sun-2026-knowledge-extraction-semi-structured-content/)** *(2026 · 1 citation)* LLMs now answer questions over semi-structured web content (tables, attribute–value lists, free-form layouts) quite well. ## Co-authors here 12 of 20 co-authors with a page, the most papers together first. - [Anuj Kumar](https://md.research.elamur.ai/free/en/authors/anuj-kumar/) - [Bofei Gao](https://md.research.elamur.ai/free/en/authors/bofei-gao/) - [Bryan Hooi](https://md.research.elamur.ai/free/en/authors/bryan-hooi/) - [Haoran Li](https://md.research.elamur.ai/free/en/authors/haoran-li/) - [Kai Sun](https://md.research.elamur.ai/free/en/authors/kai-sun/) - [Man Luo](https://md.research.elamur.ai/free/en/authors/man-luo/) - [Mehran Kazemi](https://md.research.elamur.ai/free/en/authors/mehran-kazemi/) - [Panupong Pasupat](https://md.research.elamur.ai/free/en/authors/panupong-pasupat/) - [Weimin Xiong](https://md.research.elamur.ai/free/en/authors/weimin-xiong/) - [Xilun Chen](https://md.research.elamur.ai/free/en/authors/xilun-chen/) - [Xin Xu](https://md.research.elamur.ai/free/en/authors/xin-xu/) - [Yangqiu Song](https://md.research.elamur.ai/free/en/authors/yangqiu-song/) ## 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/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ## Cited by Papers of our library cite their works 69 times (of the 149,439 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yue-liu/cited-by/). Updated 31 October 2026