--- title: "Shang Qu — author profile and papers — Elamur Research" description: "Shang Qu, University of Science and Technology of China: 2 papers on Elamur Research (2025), h-index 3 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/shang-qu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shang-qu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shang Qu # Shang Qu Shang Qu has 2 papers in our library, in 2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Ermo Hua](https://md.research.elamur.ai/free/en/authors/ermo-hua/), [Kaiyan Zhang](https://md.research.elamur.ai/free/en/authors/kaiyan-zhang/), [Xuekai Zhu](https://md.research.elamur.ai/free/en/authors/xuekai-zhu/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5017933514) · [**h-index 3**](https://openalex.org/authors/A5017933514) · [12 works](https://openalex.org/works?filter=author.id:A5017933514) · [16 citations](https://openalex.org/works?filter=author.id:A5017933514&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shang-qu/#papers) · [🔗 Cited 132 times in our library](https://md.research.elamur.ai/free/en/authors/shang-qu/cited-by/) · [⭐ Paper Stars ranking: #7246](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7246) 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=Shang+Qu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shang+Qu) · [dblp](https://dblp.org/search?q=Shang+Qu) · [ACL Anthology](https://aclanthology.org/search/?q=Shang+Qu) ## Affiliations [🎓**Tsinghua University** Beijing · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**University of Science and Technology of China** Hefei · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Wuhan Polytechnic University** Wuhan · China 2003–2005 · 2 papers](https://ror.org/05w0e5j23) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 1 work](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/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [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/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/shang-qu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[TTRL: Test-Time Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/zuo-2025-ttrl-test-time-reinforcement-learning/)** *(2025 · 76 citations)* Reinforcement learning is now a main way to strengthen reasoning in large language models, but it usually needs labeled answers. 2. **[MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding](https://md.research.elamur.ai/free/en/papers/zuo-2025-medxpertqa-benchmarking-expert-level-medical/)** *(2025 · 65 citations)* Popular medical QA benchmarks such as MedQA and MMLU (Medical) no longer challenge frontier models. o1-preview reportedly reaches 96% on MedQA-USMLE. Multimodal sets like VQA-Rad or PMC-VQA mostly contain simple caption-derived questions without clinical context. MedXpertQA addresses both gaps. This multiple-choice… ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Ermo Hua](https://md.research.elamur.ai/free/en/authors/ermo-hua/) ×2 - [Kaiyan Zhang](https://md.research.elamur.ai/free/en/authors/kaiyan-zhang/) ×2 - [Xuekai Zhu](https://md.research.elamur.ai/free/en/authors/xuekai-zhu/) ×2 - [Yuxin Zuo](https://md.research.elamur.ai/free/en/authors/yuxin-zuo/) ×2 - [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/) - [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/) - [Ganqu Cui](https://md.research.elamur.ai/free/en/authors/ganqu-cui/) - [Haozhan Li](https://md.research.elamur.ai/free/en/authors/haozhan-li/) - [Li Sheng](https://md.research.elamur.ai/free/en/authors/li-sheng/) - [Ning Ding](https://md.research.elamur.ai/free/en/authors/ning-ding/) - [Xinwei Long](https://md.research.elamur.ai/free/en/authors/xinwei-long/) - [Yifei Li](https://md.research.elamur.ai/free/en/authors/yifei-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) ## Cited by Papers of our library cite their works 132 times (of the 149,439 papers whose bibliographies we read); [45 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shang-qu/cited-by/). Updated 2 November 2026