--- title: "Zining Zhu — author profile and papers — Elamur Research" description: "Zining Zhu, Stevens Institute of Technology: 2 papers on Elamur Research (2025–2026), h-index 2 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/zining-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zining-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zining Zhu # Zining Zhu Zining Zhu has 2 papers in our library, in 2025–2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/), [Jinyan Su](https://md.research.elamur.ai/free/en/authors/jinyan-su/), [Lingfei Qian](https://md.research.elamur.ai/free/en/authors/lingfei-qian/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5114418716) · [**h-index 2**](https://openalex.org/authors/A5114418716) · [7 works](https://openalex.org/works?filter=author.id:A5114418716) · [22 citations](https://openalex.org/works?filter=author.id:A5114418716&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zining-zhu/#papers) · [🔗 Cited 16 times in our library](https://md.research.elamur.ai/free/en/authors/zining-zhu/cited-by/) · [⭐ Paper Stars ranking: #8548](https://md.research.elamur.ai/free/en/paper-stars/page/86/#star-8548) 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=Zining+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zining+Zhu) · [dblp](https://dblp.org/search?q=Zining+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Zining+Zhu) ## Affiliations [🎓**Stevens Institute of Technology** Hoboken · United States 2024–2025 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/stevens-institute-of-technology/) 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 7 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/zining-zhu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/zining-zhu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent](https://md.research.elamur.ai/free/en/papers/li-2025-investorbench-benchmark-financial-decision-making/)** *(2025 · 29 citations)* LLM-based agents for finance are usually built for one narrow job, such as trading a single stock or only crypto, and are often tested on proprietary data. 2. **[The Illusion of Specialization: Unveiling the Domain-Invariant “Standing Committee” in Mixture-of-Experts Models](https://md.research.elamur.ai/free/en/papers/wang-2026-illusion-specialization-unveiling-domain-invariant/)** *(2026)* Mixture-of-Experts (MoE) language models are usually thought to gain efficiency by sending different domains to different specialist experts. ## Co-authors here 9 co-authors with a page, the most papers together first. - [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/) ×2 - [Jinyan Su](https://md.research.elamur.ai/free/en/authors/jinyan-su/) - [Lingfei Qian](https://md.research.elamur.ai/free/en/authors/lingfei-qian/) - [Xueqing Peng](https://md.research.elamur.ai/free/en/authors/xueqing-peng/) - [Yan Wang](https://md.research.elamur.ai/free/en/authors/yan-wang/) - [Yuechen Jiang](https://md.research.elamur.ai/free/en/authors/yuechen-jiang/) - [Yueru He](https://md.research.elamur.ai/free/en/authors/yueru-he/) - [Yupeng Cao](https://md.research.elamur.ai/free/en/authors/yupeng-cao/) - [Zhiyang Deng](https://md.research.elamur.ai/free/en/authors/zhiyang-deng/) ## 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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 16 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zining-zhu/cited-by/). Updated 1 November 2026