--- title: "Junzhe Zhang — author profile and papers · Vision & language" description: "Junzhe Zhang, Nanyang Technological University: 2 papers on Elamur Research (2025–2026), h-index 13 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/junzhe-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/junzhe-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Junzhe Zhang # Junzhe Zhang Junzhe Zhang has 2 papers in our library, in 2025–2026, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Huixuan Zhang](https://md.research.elamur.ai/free/en/authors/huixuan-zhang/), [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/), [Xinyu Hu](https://md.research.elamur.ai/free/en/authors/xinyu-hu/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5101956300) · [ORCID](https://orcid.org/0000-0003-1931-8046) · [**h-index 13**](https://openalex.org/authors/A5101956300) · [47 works](https://openalex.org/works?filter=author.id:A5101956300) · [1,027 citations](https://openalex.org/works?filter=author.id:A5101956300&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10773](https://md.research.elamur.ai/free/en/paper-stars/page/108/#star-10773) 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=Junzhe+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Junzhe+Zhang) · [dblp](https://dblp.org/search?q=Junzhe+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Junzhe+Zhang) ## Affiliations [🎓**Nanyang Technological University** Singapore · Singapore 2020–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) · [🎓**Peking University** Beijing · China 2023–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Fujian Agriculture and Forestry University** Fuzhou · China 2024–2026 · 5 papers*current*](https://ror.org/04kx2sy84) · [🎓**Westlake University** Hangzhou · China 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/westlake-university/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Geographic Sciences and Natural Resources Research** Beijing · China 2026 · 1 paper*current*](https://ror.org/04t1cdb72) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🏢**Sensetime** Beijing · China 2021–2023 · 6 papers](https://md.research.elamur.ai/free/en/companies/sensetime/) · [🎓**Columbia University** New York · United States 2021–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/columbia-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 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 1 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2025-icr-probe-tracking-hidden-state/)** *(2025 · 14 citations)* Hallucination detectors that read an LLM's hidden states are appealing because they need no reference answers or repeated sampling. 2. **[Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text](https://md.research.elamur.ai/free/en/papers/zhang-2026-minos-multimodal-evaluation-model-bidirectional/)** *(2026)* Automatic judging of multimodal outputs is still unreliable. Classic metrics often disagree with human ratings, need references, or only work for one task. Existing MLLM-based judges such as LLaVA-Critic and UnifiedReward train on large but loosely filtered data and do not handle both image-to-text (I2T) and… ## 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. **[Generative Diffusion Prior for Unified Image Restoration and Enhancement ↗](https://doi.org/10.1109/cvpr52729.2023.00958) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ben Fei et al.*2023 · 279 citations* 2. **[ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2025-icr-probe-tracking-hidden-state/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhenliang Zhang, Xinyu Hu, Huixuan Zhang, et al.*2025 · 14 citations* 3. **[Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text](https://md.research.elamur.ai/free/en/papers/zhang-2026-minos-multimodal-evaluation-model-bidirectional/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Junzhe Zhang, Huixuan Zhang, Xinyu Hu, et al.*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Huixuan Zhang](https://md.research.elamur.ai/free/en/authors/huixuan-zhang/) ×2 - [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/) ×2 - [Xinyu Hu](https://md.research.elamur.ai/free/en/authors/xinyu-hu/) ×2 - [Li Lin](https://md.research.elamur.ai/free/en/authors/li-lin/) - [Mingqi Gao](https://md.research.elamur.ai/free/en/authors/mingqi-gao/) - [Shi Qiu](https://md.research.elamur.ai/free/en/authors/shi-qiu/) - [Zhenliang Zhang](https://md.research.elamur.ai/free/en/authors/zhenliang-zhang/) ## 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/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [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/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 10 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/cited-by/). Updated 2 November 2026