--- title: "Leszek Rutkowski — author profile and papers in our library" description: "Leszek Rutkowski, University of Łódź: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/leszek-rutkowski/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/leszek-rutkowski/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Leszek Rutkowski # Leszek Rutkowski Leszek Rutkowski 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/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Dacheng Tao](https://md.research.elamur.ai/free/en/authors/dacheng-tao/), [Qi Liu](https://md.research.elamur.ai/free/en/authors/qi-liu/), [Rui Li](https://md.research.elamur.ai/free/en/authors/rui-li/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5128164600) · [ORCID](https://orcid.org/0000-0001-6960-9525) · [**h-index 1**](https://openalex.org/authors/A5128164600) · [19 works](https://openalex.org/works?filter=author.id:A5128164600) · [6 citations](https://openalex.org/works?filter=author.id:A5128164600&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/leszek-rutkowski/#papers) · [⭐ Paper Stars ranking: #13017](https://md.research.elamur.ai/free/en/paper-stars/page/131/#star-13017) 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=Leszek+Rutkowski) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Leszek+Rutkowski) · [dblp](https://dblp.org/search?q=Leszek+Rutkowski) · [ACL Anthology](https://aclanthology.org/search/?q=Leszek+Rutkowski) ## Affiliations [🎓**AGH University of Krakow** Krakow · Poland 2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/agh-university-of-krakow/) · [🔬**Systems Research Institute** Warsaw · Poland 2026 · 6 papers*current*](https://ror.org/0111cp837) · [🏛️**Polish Academy of Sciences** Warsaw · Poland 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/government/polish-academy-of-sciences/) · [🎓**Southeast University** Nanjing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🎓**Zhejiang Gongshang University** Hangzhou · China 2026 · 2 papers*current*](https://ror.org/0569mkk41) · [🎓**University of Łódź** Lodz · Poland 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-lodz/) 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 4 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/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/leszek-rutkowski/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Distillation Traps and Guards: A Calibration Knob for LLM Distillability](https://md.research.elamur.ai/free/en/papers/zhan-2026-distillation-traps-guards-calibration-knob/)** *(2026 · 1 citation)* Knowledge distillation (KD) from large LLMs into smaller students sometimes fails without warning, and the same mechanism lets others copy proprietary models. 2. **[Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees](https://md.research.elamur.ai/free/en/papers/zhang-2026-controllable-contamination-detection-reliable-llm/)** *(2026)* LLM benchmarks often leak into pretraining corpora. When that happens, high scores may reflect memorization rather than real ability. Existing detectors try to separate unseen (clean) test items from seen ones, but black-box access limits them. Some contaminated items therefore slip into the "clean" set. ## Co-authors here 7 co-authors with a page, the most papers together first. - [Dacheng Tao](https://md.research.elamur.ai/free/en/authors/dacheng-tao/) ×2 - [Qi Liu](https://md.research.elamur.ai/free/en/authors/qi-liu/) - [Rui Li](https://md.research.elamur.ai/free/en/authors/rui-li/) - [Weibo Gao](https://md.research.elamur.ai/free/en/authors/weibo-gao/) - [Yongcheng Jing](https://md.research.elamur.ai/free/en/authors/yongcheng-jing/) - [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/) - [Zhenya Huang](https://md.research.elamur.ai/free/en/authors/zhenya-huang/) ## 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