--- title: "Linjuan Wu — author profile and papers — Elamur Research" description: "Linjuan Wu, Xiaohongshu (Little Red Book): 4 papers on Elamur Research (2024–2026), h-index 3 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/linjuan-wu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/linjuan-wu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Linjuan Wu # Linjuan Wu Linjuan Wu 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/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/), [Yongliang Shen](https://md.research.elamur.ai/free/en/authors/yongliang-shen/), [Wenqi Zhang](https://md.research.elamur.ai/free/en/authors/wenqi-zhang/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5111107721) · [**h-index 3**](https://openalex.org/authors/A5111107721) · [11 works](https://openalex.org/works?filter=author.id:A5111107721) · [38 citations](https://openalex.org/works?filter=author.id:A5111107721&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/linjuan-wu/#papers) · [🔗 Cited 48 times in our library](https://md.research.elamur.ai/free/en/authors/linjuan-wu/cited-by/) · [⭐ Paper Stars ranking: #8439](https://md.research.elamur.ai/free/en/paper-stars/page/85/#star-8439) 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=Linjuan+Wu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Linjuan+Wu) · [dblp](https://dblp.org/search?q=Linjuan+Wu) · [ACL Anthology](https://aclanthology.org/search/?q=Linjuan+Wu) ## Affiliations [🎓**Zhejiang University** Hangzhou · China 2024–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🏢**Xiaohongshu (Little Red Book)** Shanghai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/xiaohongshu-little-red-book/) 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/linjuan-wu/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/linjuan-wu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives](https://md.research.elamur.ai/free/en/papers/zhang-2024-self-contrast-better-reflection-through/)** *(2024 · 75 citations)* The paper asks why large language models rarely fix their own mistakes when they reflect without outside feedback. 2. **[A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE](https://md.research.elamur.ai/free/en/papers/zhou-2026-data-efficient-path-multilingual-llms/)** *(2026)* Adding a new language to an LLM normally requires continued pre-training (CPT) followed by costly alignment, including SFT and RL on large instruction sets. 3. **[AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs](https://md.research.elamur.ai/free/en/papers/lyu-2026-autotaskeval-domain-specific-fine-grained/)** *(2026)* Static, manually built benchmarks are expensive, cover few tasks, and lose discriminative power as LLMs improve. 4. **[Pause or Fabricate? Training Language Models for Grounded Reasoning](https://md.research.elamur.ai/free/en/papers/qiu-2026-pause-or-fabricate-training-language/)** *(2026)* The paper examines a failure mode the authors call ungrounded reasoning. When a question lacks a needed fact, a language model often notices the gap early but then invents a value and reasons confidently to a wrong answer. The authors argue that the cause is weak awareness of when valid inference is possible, not… ## Co-authors here 12 of 22 co-authors with a page, the most papers together first. - [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/) ×3 - [Yongliang Shen](https://md.research.elamur.ai/free/en/authors/yongliang-shen/) ×3 - [Wenqi Zhang](https://md.research.elamur.ai/free/en/authors/wenqi-zhang/) ×2 - [Baosong Yang](https://md.research.elamur.ai/free/en/authors/baosong-yang/) - [Daoxin Zhang](https://md.research.elamur.ai/free/en/authors/daoxin-zhang/) - [Hao Li](https://md.research.elamur.ai/free/en/authors/hao-li/) - [Hao Zhou](https://md.research.elamur.ai/free/en/authors/hao-zhou/) - [Hengwei Liu](https://md.research.elamur.ai/free/en/authors/hengwei-liu/) - [Jiajun Chen](https://md.research.elamur.ai/free/en/authors/jiajun-chen/) - [Jin Ma](https://md.research.elamur.ai/free/en/authors/jin-ma/) - [Jun Wang](https://md.research.elamur.ai/free/en/authors/jun-wang/) - [Jun Xiao](https://md.research.elamur.ai/free/en/authors/jun-xiao/) ## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2, [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 48 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/linjuan-wu/cited-by/). Updated 2 November 2026