--- title: "Xi Zhang — author profile and papers — Elamur Research" description: "Xi Zhang: 3 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/xi-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xi-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xi Zhang # Xi Zhang Xi Zhang has 3 papers in our library, in 2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Zaiqiao Meng](https://md.research.elamur.ai/free/en/authors/zaiqiao-meng/), [Chaozhuo Li](https://md.research.elamur.ai/free/en/authors/chaozhuo-li/), [Edmond S. L. Ho](https://md.research.elamur.ai/free/en/authors/edmond-s-l-ho/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5128638547) · [**h-index 1**](https://openalex.org/authors/A5128638547) · [2 works](https://openalex.org/works?filter=author.id:A5128638547) · [1 citations](https://openalex.org/works?filter=author.id:A5128638547&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xi-zhang/#papers) · 🔗 Cited 9 times in our library · [⭐ Paper Stars ranking: #9600](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9600) 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=Xi+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xi+Zhang) · [dblp](https://dblp.org/search?q=Xi+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Xi+Zhang) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[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/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [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/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) 🧭 Topics 2 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/xi-zhang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery](https://md.research.elamur.ai/free/en/papers/lyu-2026-evoscientist-towards-multi-agent-evolving/)** *(2026 · 10 citations)* Most current LLM-based "AI scientist" systems follow fixed, hand-built pipelines. They do not learn from what happened in earlier runs, so they may retry experiments that already failed, miss promising directions, or chase ideas that cannot be implemented. EvoScientist addresses this with a multi-agent framework that… 2. **[CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding](https://md.research.elamur.ai/free/en/papers/zhang-2026-ccd-mitigating-hallucinations-radiology-mllms/)** *(2026 · 2 citations)* Radiology multimodal LLMs often write findings that the image does not support. The authors call these medical hallucinations. In an empirical study with LLaVA-Med v1.5 on MIMIC-CXR report generation, they add clinical sections (indication, technique, comparison, history) to the prompt. Most lexical and clinical… 3. **[Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning](https://md.research.elamur.ai/free/en/papers/pu-2026-beyond-surface-level-detection-cognitive/)** *(2026 · 1 citation)* Jailbreak defenses for LLMs usually match known harmful patterns or apply fixed rules, so they often fail against new attack styles. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Zaiqiao Meng](https://md.research.elamur.ai/free/en/authors/zaiqiao-meng/) ×2 - [Chaozhuo Li](https://md.research.elamur.ai/free/en/authors/chaozhuo-li/) - [Edmond S. L. Ho](https://md.research.elamur.ai/free/en/authors/edmond-s-l-ho/) - [Jan Piotrowski](https://md.research.elamur.ai/free/en/authors/jan-piotrowski/) - [Wenxiang Hu](https://md.research.elamur.ai/free/en/authors/wenxiang-hu/) - [Xiaohui Yan](https://md.research.elamur.ai/free/en/authors/xiaohui-yan/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [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 9 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026