--- title: "Jiaxin Zhang — author profile and papers — Elamur Research" description: "Jiaxin Zhang, Harbin Institute of Technology: 3 papers on Elamur Research (2023–2026), h-index 27 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/jiaxin-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiaxin-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiaxin Zhang # Jiaxin Zhang Jiaxin Zhang has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Bradley A. Malin](https://md.research.elamur.ai/free/en/authors/bradley-a-malin/), [Zhuohang Li](https://md.research.elamur.ai/free/en/authors/zhuohang-li/), [Caiming Xiong](https://md.research.elamur.ai/free/en/authors/caiming-xiong/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5100414872) · [ORCID](https://orcid.org/0000-0002-7576-6110) · [**h-index 27**](https://openalex.org/authors/A5100414872) · [137 works](https://openalex.org/works?filter=author.id:A5100414872) · [3,582 citations](https://openalex.org/works?filter=author.id:A5100414872&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jiaxin-zhang/#papers) · [🔗 Cited 171 times in our library](https://md.research.elamur.ai/free/en/authors/jiaxin-zhang/cited-by/) · [⭐ Paper Stars ranking: #5744](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5744) 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=Jiaxin+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiaxin+Zhang) · [dblp](https://dblp.org/search?q=Jiaxin+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Jiaxin+Zhang) ## Affiliations [🎓**Harbin Institute of Technology** Harbin · China 2022–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🔬**Oak Ridge National Laboratory** Oak Ridge · United States 2019–2025 · 30 papers](https://md.research.elamur.ai/free/en/labs/oak-ridge-national-laboratory/) · [🏢**Intuit** Mountain View · United States 2023–2025 · 14 papers](https://md.research.elamur.ai/free/en/companies/intuit/) · [🎓**Taiyuan University of Technology** Taiyuan · China 2010–2025 · 12 papers](https://ror.org/03kv08d37) · [🎓**Johns Hopkins University** Baltimore · United States 2015–2024 · 12 papers](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Northwestern Polytechnical University** Xi'an · China 2015–2025 · 10 papers](https://md.research.elamur.ai/free/en/universities/northwestern-polytechnical-university/) · [🎓**Tianjin University** Tianjin · China 2023–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/tianjin-university/) · [🎓**Nankai University** Tianjin · China 2020–2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🎓**Changchun University** Changchun · China 2025 · 2 papers](https://ror.org/02an57k10) · [🔬**State Key Laboratory of Solidification Processing** Xi'an 2019 · 2 papers](https://ror.org/024dcqa50) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 37 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 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [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/jiaxin-zhang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jiaxin-zhang/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/jiaxin-zhang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[From System 1 to System 2: A Survey of Reasoning Large Language Models](https://md.research.elamur.ai/free/en/papers/li-2025-system-1-system-2-survey/)** *(2025 · 165 citations)* Conventional LLMs respond quickly and intuitively, much like the fast "System 1" of dual-process cognitive theory, but they often fail on problems that require careful multi-step analysis. 2. **[SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency](https://md.research.elamur.ai/free/en/papers/zhang-2023-sac3-reliable-hallucination-detection-black/)** *(2023 · 28 citations)* Black-box LMs such as ChatGPT expose no token log-probabilities, so hallucination detectors often depend on sampling and self-consistency: if repeated answers agree, the output is assumed factual. 3. **[From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-passive-metric-active-signal-evolving/)** *(2026 · 1 citation)* Most uncertainty quantification (UQ) work on LLMs scores an output only after it has been generated. This survey argues that such retrospective scoring does not fit multi-step reasoning, agents or alignment loops. It traces a shift in which uncertainty becomes a live control input that changes what the model does… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Bradley A. Malin](https://md.research.elamur.ai/free/en/authors/bradley-a-malin/) ×2 - [Zhuohang Li](https://md.research.elamur.ai/free/en/authors/zhuohang-li/) ×2 - [Caiming Xiong](https://md.research.elamur.ai/free/en/authors/caiming-xiong/) - [Chien-Sheng Wu](https://md.research.elamur.ai/free/en/authors/chien-sheng-wu/) - [Duzhen Zhang](https://md.research.elamur.ai/free/en/authors/duzhen-zhang/) - [Fei Yin](https://md.research.elamur.ai/free/en/authors/fei-yin/) - [Haotian Xu](https://md.research.elamur.ai/free/en/authors/haotian-xu/) - [Lifu Huang](https://md.research.elamur.ai/free/en/authors/lifu-huang/) - [Ming-Liang Zhang](https://md.research.elamur.ai/free/en/authors/ming-liang-zhang/) - [Zhong-Zhi Li](https://md.research.elamur.ai/free/en/authors/zhong-zhi-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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/) ## Cited by Papers of our library cite their works 171 times (of the 149,439 papers whose bibliographies we read); [54 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiaxin-zhang/cited-by/). Updated 1 November 2026