--- title: "Huixuan Zhang · Peking University — author profile and papers" description: "Huixuan Zhang, Peking University: 4 papers on Elamur Research (2025–2026), h-index 0 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/huixuan-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/huixuan-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Huixuan Zhang # Huixuan Zhang Huixuan Zhang has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/), [Fan Xu](https://md.research.elamur.ai/free/en/authors/fan-xu/), [Junzhe Zhang](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5139801182) · [**h-index 0**](https://openalex.org/authors/A5139801182) · [1 works](https://openalex.org/works?filter=author.id:A5139801182) · [0 citations](https://openalex.org/works?filter=author.id:A5139801182&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/huixuan-zhang/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/huixuan-zhang/cited-by/) · [⭐ Paper Stars ranking: #10719](https://md.research.elamur.ai/free/en/paper-stars/page/108/#star-10719) 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=Huixuan+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Huixuan+Zhang) · [dblp](https://dblp.org/search?q=Huixuan+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Huixuan+Zhang) ## Affiliations [🎓**Peking University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/peking-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 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 4 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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/huixuan-zhang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/huixuan-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. **[DecoCal: Decoding with Calibration in Diffusion Large Language Models](https://md.research.elamur.ai/free/en/papers/xu-2026-decocal-decoding-calibration-diffusion-large/)** *(2026)* Diffusion large language models (DLLMs) such as LLaDA and Dream write text by repeatedly filling in masked tokens. 3. **[JointCQ: Improving Factual Hallucination Detection with Joint Claim and Query Generation](https://md.research.elamur.ai/free/en/papers/xu-2026-jointcq-improving-factual-hallucination-detection/)** *(2026)* The paper targets factual hallucination detection in open-domain question answering. Retrieval-based checking pipelines usually split an answer into claims, write search queries, gather evidence and then verify each claim. The authors argue that the first two steps are weak: claims lose their context, and queries are… 4. **[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… ## Co-authors here 9 co-authors with a page, the most papers together first. - [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/) ×4 - [Fan Xu](https://md.research.elamur.ai/free/en/authors/fan-xu/) ×2 - [Junzhe Zhang](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/) ×2 - [Xinyu Hu](https://md.research.elamur.ai/free/en/authors/xinyu-hu/) ×2 - [Zhenliang Zhang](https://md.research.elamur.ai/free/en/authors/zhenliang-zhang/) ×2 - [Jiahao Wang](https://md.research.elamur.ai/free/en/authors/jiahao-wang/) - [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/) ## 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/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 ## 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/huixuan-zhang/cited-by/). Updated 2 November 2026