--- title: "Zongyuan Ge · Monash University — author profile and papers" description: "Zongyuan Ge, Monash University: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/zongyuan-ge/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zongyuan-ge/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zongyuan Ge # Zongyuan Ge Zongyuan Ge has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Feilong Tang](https://md.research.elamur.ai/free/en/authors/feilong-tang/), [Imran Razzak](https://md.research.elamur.ai/free/en/authors/imran-razzak/), [Jinpeng Hu](https://md.research.elamur.ai/free/en/authors/jinpeng-hu/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139716682) · [**h-index 1**](https://openalex.org/authors/A5139716682) · [2 works](https://openalex.org/works?filter=author.id:A5139716682) · [1 citations](https://openalex.org/works?filter=author.id:A5139716682&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zongyuan-ge/#papers) · [🔗 Cited 1 time in our library](https://md.research.elamur.ai/free/en/authors/zongyuan-ge/cited-by/) · [⭐ Paper Stars ranking: #11039](https://md.research.elamur.ai/free/en/paper-stars/page/111/#star-11039) 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=Zongyuan+Ge) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zongyuan+Ge) · [dblp](https://dblp.org/search?q=Zongyuan+Ge) · [ACL Anthology](https://aclanthology.org/search/?q=Zongyuan+Ge) ## Affiliations [🎓**Monash University** Melbourne · Australia 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/monash-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 9 The field of science this work belongs to (OpenAlex fields).[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/) · [Medicine · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [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 · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/zongyuan-ge/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics](https://md.research.elamur.ai/free/en/papers/shen-2026-psychethicsbench-evaluating-large-language-models/)** *(2026 · 2 citations)* Most safety evaluations of LLMs judge a model by whether it refuses harmful requests. In mental health this is a weak measure. A curt refusal can seem cold, discourage someone from seeking help, or still contain ethically problematic content. Existing medical-ethics benchmarks also tend to assume one shared standard… 2. **[TAGS: A Test-Time Generalist–Specialist Framework with Retrieval-Augmented Reasoning and Verification](https://md.research.elamur.ai/free/en/papers/wu-2026-tags-test-time-generalist-specialist/)** *(2026 · 1 citation)* The paper targets a weakness of LLMs in medical question answering. Prompting tricks such as Chain-of-Thought tend to give shallow or unstable reasoning, and fine-tuned medical models struggle when the data distribution shifts. The authors propose TAGS, which runs purely at inference time and changes no model… ## Co-authors here 7 co-authors with a page, the most papers together first. - [Feilong Tang](https://md.research.elamur.ai/free/en/authors/feilong-tang/) ×2 - [Imran Razzak](https://md.research.elamur.ai/free/en/authors/imran-razzak/) - [Jinpeng Hu](https://md.research.elamur.ai/free/en/authors/jinpeng-hu/) - [Shoaib Jameel](https://md.research.elamur.ai/free/en/authors/shoaib-jameel/) - [Xiangyu Zhao](https://md.research.elamur.ai/free/en/authors/xiangyu-zhao/) - [Yutong Xie](https://md.research.elamur.ai/free/en/authors/yutong-xie/) - [Zimu Wang](https://md.research.elamur.ai/free/en/authors/zimu-wang/) ## 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/) ×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 1 time (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/zongyuan-ge/cited-by/). Updated 1 November 2026