--- title: "Haizhou Shi — author profile and papers — Elamur Research" description: "Haizhou Shi, Rutgers, The State University of New Jersey: 2 papers on Elamur Research (2024–2025), h-index 11 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/haizhou-shi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/haizhou-shi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Haizhou Shi # Haizhou Shi Haizhou Shi has 2 papers in our library, in 2024–2025, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Akshay Nambi](https://md.research.elamur.ai/free/en/authors/akshay-nambi/), [Boci Peng](https://md.research.elamur.ai/free/en/authors/boci-peng/), [Hao Wang](https://md.research.elamur.ai/free/en/authors/hao-wang/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5059766198) · [ORCID](https://orcid.org/0000-0002-8431-3703) · [**h-index 11**](https://openalex.org/authors/A5059766198) · [26 works](https://openalex.org/works?filter=author.id:A5059766198) · [539 citations](https://openalex.org/works?filter=author.id:A5059766198&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/haizhou-shi/#papers) · [🔗 Cited 125 times in our library](https://md.research.elamur.ai/free/en/authors/haizhou-shi/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5577](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5577) 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=Haizhou+Shi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Haizhou+Shi) · [dblp](https://dblp.org/search?q=Haizhou+Shi) · [ACL Anthology](https://aclanthology.org/search/?q=Haizhou+Shi) ## Affiliations [🎓**Rutgers, The State University of New Jersey** New Brunswick · United States 2023–2025 · 13 papers*current*](https://md.research.elamur.ai/free/en/universities/rutgers-the-state-university-of-new-jersey/) · [🎓**Zhejiang University** Hangzhou · China 2019–2023 · 10 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) 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 · 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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [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.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Retrieval-augmented generation · 1 work](https://md.research.elamur.ai/free/en/concepts/retrieval-augmented-generation/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/haizhou-shi/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/haizhou-shi/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Graph Retrieval-Augmented Generation: A Survey](https://md.research.elamur.ai/free/en/papers/peng-2024-graph-retrieval-augmented-generation-survey/)** *(2024 · 276 citations)* Standard Retrieval-Augmented Generation (RAG) supplies LLMs with external text so they hallucinate less and can use domain-specific or current knowledge. 2. **[Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-multimodal-needle-haystack-benchmarking-long/)** *(2025 · 21 citations)* Evaluations of multimodal large language models (MLLMs) usually involve one or a few images, or rely on too few test cases to be statistically meaningful. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Graph Retrieval-Augmented Generation: A Survey](https://md.research.elamur.ai/free/en/papers/peng-2024-graph-retrieval-augmented-generation-survey/) [ACM Transactions on Information Systems](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/)**Boci Peng, Yun Zhu, Yongchao Liu, et al.*2024 · 276 citations* 2. **[CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ↗](https://aclanthology.org/2021.acl-long.483/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Tao Chen et al.*2021 · 71 citations* 3. **[Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-multimodal-needle-haystack-benchmarking-long/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hengyi Wang, Haizhou Shi, Shiwei Tan, et al.*2025 · 21 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Akshay Nambi](https://md.research.elamur.ai/free/en/authors/akshay-nambi/) - [Boci Peng](https://md.research.elamur.ai/free/en/authors/boci-peng/) - [Hao Wang](https://md.research.elamur.ai/free/en/authors/hao-wang/) - [Siliang Tang](https://md.research.elamur.ai/free/en/authors/siliang-tang/) - [Tanuja Ganu](https://md.research.elamur.ai/free/en/authors/tanuja-ganu/) - [Yan Zhang](https://md.research.elamur.ai/free/en/authors/yan-zhang/) - [Yun Zhu](https://md.research.elamur.ai/free/en/authors/yun-zhu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [ACM Transactions on Information Systems](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/): [ACM Transactions on Information Systems 2024](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2024/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) - Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 125 times (of the 149,439 papers whose bibliographies we read); [31 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/haizhou-shi/cited-by/). Updated 1 November 2026