--- title: "Guoxin Chen — author profile and papers · Reasoning" description: "Guoxin Chen, Chinese Academy of Sciences: 4 papers on Elamur Research (2024–2025), h-index 36 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/guoxin-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guoxin-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guoxin Chen # Guoxin Chen Guoxin Chen has 4 papers in our library, in 2024–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chengxi Li](https://md.research.elamur.ai/free/en/authors/chengxi-li/), [Kai Fan](https://md.research.elamur.ai/free/en/authors/kai-fan/), [Minpeng Liao](https://md.research.elamur.ai/free/en/authors/minpeng-liao/). 4 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5100688374) · [ORCID](https://orcid.org/0000-0001-6252-7041) · [Wikidata](https://www.wikidata.org/wiki/Q92053844) · [**h-index 36**](https://openalex.org/authors/A5100688374) · [164 works](https://openalex.org/works?filter=author.id:A5100688374) · [4,632 citations](https://openalex.org/works?filter=author.id:A5100688374&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/guoxin-chen/#papers) · [🔗 Cited 141 times in our library](https://md.research.elamur.ai/free/en/authors/guoxin-chen/cited-by/) · [⭐ Paper Stars ranking: #5938](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5938) 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=Guoxin+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guoxin+Chen) · [dblp](https://dblp.org/search?q=Guoxin+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Guoxin+Chen) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2009–2026 · 98 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Ningbo Institute of Industrial Technology** Ningbo · China 2012–2026 · 90 papers*current*](https://ror.org/05nqg3g04) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2018–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🔬**State Key Laboratory of Advanced Marine Materials** Ningbo · China 2019–2026 · 4 papers*current*](https://ror.org/00x1m8x94) · [🏛️**Ministry of Water Resources of the People's Republic of China** Beijing · China 2025–2026 · 2 papers*current*](https://ror.org/04e698d63) · [🎓**Jiaxing University** Jiaxing · China 2023–2024 · 5 papers](https://ror.org/00j2a7k55) · [🎓**Xinjiang Agricultural University** Ürümqi · China 2012–2021 · 5 papers](https://ror.org/04qjh2h11) · [🎓**Hebei GEO University** Shijiazhuang · China 2025 · 4 papers](https://ror.org/013x4kb81) · [🎓**Wuyi University** Jiangmen · China 2019–2021 · 4 papers](https://ror.org/0488wz367) · [🎓**Wuyi University** Wuyishan · China 2019–2021 · 4 papers](https://ror.org/059djzq42) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 27 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 10 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/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Management Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/management-information-systems/) · [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/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/guoxin-chen/year/2025/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/guoxin-chen/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[AlphaMath Almost Zero: Process Supervision without Process](https://md.research.elamur.ai/free/en/papers/chen-2024-alphamath-almost-zero-process-supervision/)** *(2024 · 120 citations)* Most recent work that improves LLM math reasoning fine-tunes models on step-by-step solutions written by human experts or GPT-4, which is costly to produce. 2. **[Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning](https://md.research.elamur.ai/free/en/papers/yu-2025-table-critic-multi-agent-framework/)** *(2025 · 25 citations)* Large language models often fail at multi-step reasoning over tables. A wrong choice early in the chain, such as picking the wrong row or column, tends to carry through to the final answer. Earlier decomposition methods like Binder, Dater and Chain-of-Table have no reliable way to catch and fix these intermediate… 3. **[DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2024-direct-diagnostic-reasoning-clinical-notes/)** *(2024 · 20 citations)* LLMs such as GPT-4 score well on medical exam questions, but those benchmarks use short inputs and say little about whether a model's diagnostic reasoning can be inspected. 4. **[ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization](https://md.research.elamur.ai/free/en/papers/chen-2025-reform-reflective-autoformalization-prospective-bounded/)** *(2025 · 8 citations)* Autoformalization turns natural-language math problems into Lean statements that a machine can check. Current LLMs usually produce code that compiles, but the statements often change the problem's meaning. The authors argue this happens because models translate in one shot and never review their own output. ReForm… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Chengxi Li](https://md.research.elamur.ai/free/en/authors/chengxi-li/) ×2 - [Kai Fan](https://md.research.elamur.ai/free/en/authors/kai-fan/) ×2 - [Minpeng Liao](https://md.research.elamur.ai/free/en/authors/minpeng-liao/) ×2 - [Bowen Wang](https://md.research.elamur.ai/free/en/authors/bowen-wang/) - [Dayiheng Liu](https://md.research.elamur.ai/free/en/authors/dayiheng-liu/) - [Hajime Nagahara](https://md.research.elamur.ai/free/en/authors/hajime-nagahara/) - [Jiahao Zhang](https://md.research.elamur.ai/free/en/authors/jiahao-zhang/) - [Junhao Chen](https://md.research.elamur.ai/free/en/authors/junhao-chen/) - [Peiying Yu](https://md.research.elamur.ai/free/en/authors/peiying-yu/) - [Ruihua Song](https://md.research.elamur.ai/free/en/authors/ruihua-song/) - [Wayne Xin Zhao](https://md.research.elamur.ai/free/en/authors/wayne-xin-zhao/) - [Yuta Nakashima](https://md.research.elamur.ai/free/en/authors/yuta-nakashima/) ## 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/) ×2: [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) ×2 - [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/) ## Cited by Papers of our library cite their works 141 times (of the 149,439 papers whose bibliographies we read); [44 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/guoxin-chen/cited-by/). Updated 31 October 2026