--- title: "Lynn Ai — author profile and papers · Evaluation & benchmarks" description: "Lynn Ai, Centro Tecnolóxico de Telecomunicacións de Galicia: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/lynn-ai/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lynn-ai/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lynn Ai # Lynn Ai Lynn Ai has 2 papers in our library, in 2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/); often with [Eric Yang](https://md.research.elamur.ai/free/en/authors/eric-yang/), [Tianyu Shi](https://md.research.elamur.ai/free/en/authors/tianyu-shi/), [Hanbin Wang](https://md.research.elamur.ai/free/en/authors/hanbin-wang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5119027766) · [**h-index 1**](https://openalex.org/authors/A5119027766) · [25 works](https://openalex.org/works?filter=author.id:A5119027766) · [4 citations](https://openalex.org/works?filter=author.id:A5119027766&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/lynn-ai/#papers) · [⭐ Paper Stars ranking: #11592](https://md.research.elamur.ai/free/en/paper-stars/page/116/#star-11592) 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=Lynn+Ai) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lynn+Ai) · [dblp](https://dblp.org/search?q=Lynn+Ai) · [ACL Anthology](https://aclanthology.org/search/?q=Lynn+Ai) ## Affiliations [🎓**Soochow University** Suzhou · China 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/soochow-university/) · [🤝**Centro Tecnolóxico de Telecomunicacións de Galicia** Vigo · Spain 2026 · 2 papers*current*](https://ror.org/045ncxc88) · [🏢**Gradient** Boston · United States 2026 · 2 papers*current*](https://ror.org/014qf4206) 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 · 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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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.[Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [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/lynn-ai/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation](https://md.research.elamur.ai/free/en/papers/yang-2026-evm-questbench-execution-grounded-benchmark/)** *(2026 · 1 citation)* LLMs are increasingly used to write code that sends blockchain transactions. In that setting a single wrong address, unit or decimal can cause irreversible financial loss. Text-similarity metrics such as BLEU and CodeBLEU, and general coding benchmarks such as SWE-bench, do not measure whether such code actually… 2. **[MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification](https://md.research.elamur.ai/free/en/papers/song-2026-mars-unleashing-power-speculative-decoding/)** *(2026)* Speculative decoding speeds up LLM inference: a small drafter proposes tokens and the large target model checks them in parallel. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Eric Yang](https://md.research.elamur.ai/free/en/authors/eric-yang/) ×2 - [Tianyu Shi](https://md.research.elamur.ai/free/en/authors/tianyu-shi/) ×2 - [Hanbin Wang](https://md.research.elamur.ai/free/en/authors/hanbin-wang/) - [Ke Wang](https://md.research.elamur.ai/free/en/authors/ke-wang/) - [Xiao-Wen Chang](https://md.research.elamur.ai/free/en/authors/xiao-wen-chang/) - [Xinyu Wang](https://md.research.elamur.ai/free/en/authors/xinyu-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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [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/) Updated 1 November 2026