--- title: "Xuhao Hu — author profile and papers · Bias, fairness & safety" description: "Xuhao Hu, Zhejiang Lab: 2 papers on Elamur Research (2024–2025), h-index 1 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/xuhao-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xuhao-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xuhao Hu # Xuhao Hu Xuhao Hu has 2 papers in our library, in 2024–2025, most of them on [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/), [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/); often with [Jing Shao](https://md.research.elamur.ai/free/en/authors/jing-shao/), [Dahua Lin](https://md.research.elamur.ai/free/en/authors/dahua-lin/), [Dongrui Liu](https://md.research.elamur.ai/free/en/authors/dongrui-liu/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5113116668) · [**h-index 1**](https://openalex.org/authors/A5113116668) · [3 works](https://openalex.org/works?filter=author.id:A5113116668) · [33 citations](https://openalex.org/works?filter=author.id:A5113116668&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xuhao-hu/#papers) · [🔗 Cited 114 times in our library](https://md.research.elamur.ai/free/en/authors/xuhao-hu/cited-by/) · [⭐ Paper Stars ranking: #6191](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6191) 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=Xuhao+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xuhao+Hu) · [dblp](https://dblp.org/search?q=Xuhao+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Xuhao+Hu) ## Affiliations [🏢**Artificial Intelligence in Medicine** Toronto · Canada 2026 · 1 paper*current*](https://ror.org/05p590m36) · [🔬**Zhejiang Lab** Hangzhou · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/zhejiang-lab/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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).[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/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](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 4 Research subjects and languages the work is about.[Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [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 [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xuhao-hu/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/xuhao-hu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-salad-bench-hierarchical-comprehensive-safety/)** *(2024 · 119 citations)* Existing LLM safety benchmarks have several weaknesses. They cover narrow slices of harm, and modern models now handle their questions almost perfectly. Many also need slow human grading or costly GPT grading, and few can assess both models and attack/defense techniques. SALAD-Bench addresses these gaps with a… 2. **[VLSBench: Unveiling Visual Leakage in Multimodal Safety](https://md.research.elamur.ai/free/en/papers/hu-2025-vlsbench-unveiling-visual-leakage-multimodal/)** *(2025 · 32 citations)* Earlier work reported a puzzling result: aligning multimodal LLMs with text-only data seemed to make them about as safe as aligning them with image-text pairs. ## Co-authors here 7 co-authors with a page, the most papers together first. - [Jing Shao](https://md.research.elamur.ai/free/en/authors/jing-shao/) ×2 - [Dahua Lin](https://md.research.elamur.ai/free/en/authors/dahua-lin/) - [Dongrui Liu](https://md.research.elamur.ai/free/en/authors/dongrui-liu/) - [Hao Li](https://md.research.elamur.ai/free/en/authors/hao-li/) - [Lijun Li](https://md.research.elamur.ai/free/en/authors/lijun-li/) - [Xuanjing Huang](https://md.research.elamur.ai/free/en/authors/xuanjing-huang/) - [Yu Qiao](https://md.research.elamur.ai/free/en/authors/yu-qiao/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) ## Cited by Papers of our library cite their works 114 times (of the 149,439 papers whose bibliographies we read); [24 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xuhao-hu/cited-by/). Updated 30 October 2026