--- title: "Junqi Liu · University of Jinan — author profile and papers" description: "Junqi Liu, University of Jinan: 4 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/junqi-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/junqi-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Junqi Liu # Junqi Liu Junqi Liu has 4 papers in our library, in 2025–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Haiming Wang](https://md.research.elamur.ai/free/en/authors/haiming-wang/), [Marco Dos Santos](https://md.research.elamur.ai/free/en/authors/marco-dos-santos/), [Hugues de Saxcé](https://md.research.elamur.ai/free/en/authors/hugues-de-saxce/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5100682134) · [ORCID](https://orcid.org/0000-0001-6163-5032) · [**h-index 3**](https://openalex.org/authors/A5100682134) · [10 works](https://openalex.org/works?filter=author.id:A5100682134) · [32 citations](https://openalex.org/works?filter=author.id:A5100682134&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/junqi-liu/#papers) · [🔗 Cited 139 times in our library](https://md.research.elamur.ai/free/en/authors/junqi-liu/cited-by/) · [⭐ Paper Stars ranking: #7588](https://md.research.elamur.ai/free/en/paper-stars/page/76/#star-7588) 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=Junqi+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Junqi+Liu) · [dblp](https://dblp.org/search?q=Junqi+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Junqi+Liu) ## Affiliations [🎓**University of Jinan** Jinan · China 2025–2026 · 2 papers*current*](https://ror.org/02mjz6f26) · [🏥**First Affiliated Hospital of Zhengzhou University** Zhengzhou · China 2020–2025 · 3 papers](https://ror.org/056swr059) · [🎓**Zhengzhou University** Zhengzhou · China 2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/zhengzhou-university/) 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 · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computational Theory and Mathematics · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [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/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 3 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/junqi-liu/year/2026/) · [**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/junqi-liu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wang-2025-kimina-prover-preview-large-formal/)** *(2025 · 92 citations)* Earlier neural theorem provers for Lean 4 usually combined a language model with explicit search, such as best-first or Monte Carlo tree search. 2. **[CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics](https://md.research.elamur.ai/free/en/papers/liu-2025-combibench-benchmarking-llm-capability-combinatorial/)** *(2025 · 20 citations)* Combining LLMs with formal proof assistants has produced strong results in competition algebra, geometry and number theory, but combinatorics lags behind. 3. **[Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics](https://md.research.elamur.ai/free/en/papers/liu-2026-numina-lean-agent-open-general/)** *(2026 · 15 citations)* Recent agentic systems for formal theorem proving perform well, but they often depend on custom pipelines and specially trained provers, and many are closed-source. 4. **[Kimina Lean Server: A High-Performance Lean Server for Large-Scale Verification](https://md.research.elamur.ai/free/en/papers/santos-2025-kimina-lean-server-high-performance/)** *(2025 · 14 citations)* Reinforcement learning for neural theorem proving rewards models based on whether their Lean 4 proofs check, so training depends on verifying very large numbers of proofs quickly. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Haiming Wang](https://md.research.elamur.ai/free/en/authors/haiming-wang/) ×3 - [Marco Dos Santos](https://md.research.elamur.ai/free/en/authors/marco-dos-santos/) ×3 - [Hugues de Saxcé](https://md.research.elamur.ai/free/en/authors/hugues-de-saxce/) ×2 - [Jia Li](https://md.research.elamur.ai/free/en/authors/jia-li/) ×2 - [Mantas Baksys](https://md.research.elamur.ai/free/en/authors/mantas-baksys/) ×2 - [Mert Unsal](https://md.research.elamur.ai/free/en/authors/mert-unsal/) ×2 - [Ran Wang](https://md.research.elamur.ai/free/en/authors/ran-wang/) ×2 - [Xiaohan Lin](https://md.research.elamur.ai/free/en/authors/xiaohan-lin/) ×2 - [Yunzhou Xie](https://md.research.elamur.ai/free/en/authors/yunzhou-xie/) ×2 - [Zekai Zhu](https://md.research.elamur.ai/free/en/authors/zekai-zhu/) ×2 - [Jianqiao Lu](https://md.research.elamur.ai/free/en/authors/jianqiao-lu/) - [Jiawei Liu](https://md.research.elamur.ai/free/en/authors/jiawei-liu/) ## Cited by Papers of our library cite their works 139 times (of the 149,439 papers whose bibliographies we read); [37 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/junqi-liu/cited-by/). Updated 3 November 2026