--- title: "Sirui Wang · Royal College of Art — author profile and papers" description: "Sirui Wang, Royal College of Art: 3 papers on Elamur Research (2021–2025), h-index 2 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/sirui-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sirui-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sirui Wang # Sirui Wang Sirui Wang has 3 papers in our library, in 2021–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Chunhui Zhang](https://md.research.elamur.ai/free/en/authors/chunhui-zhang/), [Fuzheng Zhang](https://md.research.elamur.ai/free/en/authors/fuzheng-zhang/), [Rumei Li](https://md.research.elamur.ai/free/en/authors/rumei-li/). 3 papers in our library · 2021–2025 [OpenAlex](https://openalex.org/A5077753750) · [ORCID](https://orcid.org/0000-0002-9808-6417) · [**h-index 2**](https://openalex.org/authors/A5077753750) · [8 works](https://openalex.org/works?filter=author.id:A5077753750) · [16 citations](https://openalex.org/works?filter=author.id:A5077753750&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/sirui-wang/#papers) · [🔗 Cited 192 times in our library](https://md.research.elamur.ai/free/en/authors/sirui-wang/cited-by/) · [⭐ Paper Stars ranking: #3236](https://md.research.elamur.ai/free/en/paper-stars/page/33/#star-3236) 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=Sirui+Wang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sirui+Wang) · [dblp](https://dblp.org/search?q=Sirui+Wang) · [ACL Anthology](https://aclanthology.org/search/?q=Sirui+Wang) ## Affiliations [🎓**Royal College of Art** London · United Kingdom 2025 · 1 paper*current*](https://ror.org/01egahc47) · [🎓**Southwest Jiaotong University** Chengdu · China 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/southwest-jiaotong-university/) · [🎓**University of Pennsylvania** Philadelphia · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) 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 6 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [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.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/sirui-wang/year/2025/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/sirui-wang/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer](https://md.research.elamur.ai/free/en/papers/yan-2021-consert-contrastive-framework-self-supervised/)** *(2021 · 647 citations)* Sentence vectors taken directly from BERT, whether the [CLS] output or averaged token embeddings, behave poorly on semantic textual similarity (STS). 2. **[LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/wang-2025-llms-know-what-they-need/)** *(2025 · 14 citations)* Retrieval-augmented generation (RAG) helps LLMs with outdated or missing knowledge, but multi-hop questions remain difficult. 3. **[Growing Through Experience: Scaling Episodic Grounding in Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2025-growing-through-experience-scaling-episodic/)** *(2025 · 5 citations)* The paper addresses how language models can learn from past interaction experience (episodic grounding) to plan physical, multi-step tasks. ## Co-authors here 9 co-authors with a page, the most papers together first. - [Chunhui Zhang](https://md.research.elamur.ai/free/en/authors/chunhui-zhang/) - [Fuzheng Zhang](https://md.research.elamur.ai/free/en/authors/fuzheng-zhang/) - [Rumei Li](https://md.research.elamur.ai/free/en/authors/rumei-li/) - [Soroush Vosoughi](https://md.research.elamur.ai/free/en/authors/soroush-vosoughi/) - [Wei Wu](https://md.research.elamur.ai/free/en/authors/wei-wu/) - [Weiran Xu](https://md.research.elamur.ai/free/en/authors/weiran-xu/) - [Xiangchi Yuan](https://md.research.elamur.ai/free/en/authors/xiangchi-yuan/) - [Xunliang Cai](https://md.research.elamur.ai/free/en/authors/xunliang-cai/) - [Zhongyu Ouyang](https://md.research.elamur.ai/free/en/authors/zhongyu-ouyang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/), [ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) ## Cited by Papers of our library cite their works 192 times (of the 149,439 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sirui-wang/cited-by/). Updated 31 October 2026