--- title: "Yanshu Li · University of Georgia — author profile and papers" description: "Yanshu Li, University of Georgia: 3 papers on Elamur Research (2025–2026), h-index 23 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/yanshu-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yanshu-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yanshu Li # Yanshu Li Yanshu Li has 3 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Barbara Plank](https://md.research.elamur.ai/free/en/authors/barbara-plank/), [Bolei Ma](https://md.research.elamur.ai/free/en/authors/bolei-ma/), [Chen Liu](https://md.research.elamur.ai/free/en/authors/chen-liu/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5101589348) · [ORCID](https://orcid.org/0000-0002-2902-7034) · [**h-index 23**](https://openalex.org/authors/A5101589348) · [112 works](https://openalex.org/works?filter=author.id:A5101589348) · [1,518 citations](https://openalex.org/works?filter=author.id:A5101589348&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yanshu-li/#papers) · [🔗 Cited 29 times in our library](https://md.research.elamur.ai/free/en/authors/yanshu-li/cited-by/) · [⭐ Paper Stars ranking: #9137](https://md.research.elamur.ai/free/en/paper-stars/page/92/#star-9137) 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=Yanshu+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yanshu+Li) · [dblp](https://dblp.org/search?q=Yanshu+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Yanshu+Li) ## Affiliations [🎓**Shantou University** Shantou · China 2024–2026 · 7 papers*current*](https://ror.org/01a099706) · [🎓**Brown University** Providence · United States 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/brown-university/) · [🎓**University of Georgia** Athens · United States 2020–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-georgia/) · [🎓**China Medical University** Shenyang · China 2009–2024 · 17 papers](https://ror.org/032d4f246) · [🎓**Nanchang University** Nanchang · China 2012–2024 · 10 papers](https://ror.org/042v6xz23) · [🎓**Nanjing Normal University** Nanjing · China 2005–2024 · 8 papers](https://md.research.elamur.ai/free/en/universities/nanjing-normal-university/) · [🎓**Shanxi Datong University** Datong · China 2020–2024 · 8 papers](https://ror.org/03s8xc553) · [🎓**Dalian Jiaotong University** Dalian · China 2020–2024 · 7 papers](https://ror.org/05gp45n31) · [🎓**Harbin Medical University** Harbin · China 2014–2024 · 7 papers](https://ror.org/05jscf583) · [🎓**Nantong Institute of Technology** Nantong · China 2021–2024 · 3 papers](https://ror.org/04ckem624) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 15 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 5 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yanshu-li/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/yanshu-li/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration](https://md.research.elamur.ai/free/en/papers/li-2025-taco-enhancing-multimodal-context-learning/)** *(2025 · 22 citations)* Large vision–language models (LVLMs) can learn tasks from interleaved image–text demonstrations, but their in-context learning (ICL) is fragile. Small changes to the chosen demonstrations (ICDs) can noticeably shift outputs, and existing selection methods rely on hand-crafted relevance metrics. 2. **[M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/wu-2025-m-absa-multilingual-dataset-aspect/)** *(2025 · 21 citations)* Research on aspect-based sentiment analysis (ABSA) relies mostly on English data. Earlier multilingual resources either use different content per language or cover only a few languages without aspect categories, which makes controlled cross-lingual comparison hard. The authors built M-ABSA, a parallel dataset for… 3. **[Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation](https://md.research.elamur.ai/free/en/papers/xiao-2026-not-all-directions-matter-structured/)** *(2026 · 3 citations)* The paper argues that LoRA has two weaknesses. First, it spends its small rank budget equally on every low-rank direction, even though many directions carry noise; the authors call this semantic drift. Second, it tunes each layer in isolation, so updates in neighbouring layers can point in unrelated directions; they… ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Barbara Plank](https://md.research.elamur.ai/free/en/authors/barbara-plank/) - [Bolei Ma](https://md.research.elamur.ai/free/en/authors/bolei-ma/) - [Chen Liu](https://md.research.elamur.ai/free/en/authors/chen-liu/) - [ChengYan Wu](https://md.research.elamur.ai/free/en/authors/chengyan-wu/) - [Hao Xu](https://md.research.elamur.ai/free/en/authors/hao-xu/) - [Jinfa Huang](https://md.research.elamur.ai/free/en/authors/jinfa-huang/) - [Lin Zhao](https://md.research.elamur.ai/free/en/authors/lin-zhao/) - [Ningyuan Deng](https://md.research.elamur.ai/free/en/authors/ningyuan-deng/) - [Pinyuan Feng](https://md.research.elamur.ai/free/en/authors/pinyuan-feng/) - [Ruixiang Tang](https://md.research.elamur.ai/free/en/authors/ruixiang-tang/) - [Tianyang Wang](https://md.research.elamur.ai/free/en/authors/tianyang-wang/) - [Xi Xiao](https://md.research.elamur.ai/free/en/authors/xi-xiao/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ×2 - [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/) ## Cited by Papers of our library cite their works 29 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yanshu-li/cited-by/). Updated 2 November 2026