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 10Computer Science · 4 works Artificial Intelligence · 4 works Business, Management and Accounting · 1 work Arts and Humanities · 3 works Computational Theory and Mathematics · 2 works Language and Linguistics · 3 works Management Information Systems · 1 work Computer Vision and Pattern Recognition · 1 work Health Informatics · 1 work Medicine · 1 work

🧭 Topics 1Reasoning · 2 works

Works by year

2020s

20252 papers 20242 papers

Papers

The most cited first (OpenAlex and our library).

AlphaMath Almost Zero: Process Supervision without Process (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.
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning (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…
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (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.
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

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 →.

Updated 31 October 2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/guoxin-chen/

🧑‍🔬 Guoxin Chen

🏛️ Affiliations

🧭 Fields, topics and concepts

📅 Works by year

2020s

📄 Papers

🤝 Co-authors here

Venues

🔗 Cited by

Guoxin Chen

Affiliations

Fields, topics and concepts

Works by year

Papers

Co-authors here

Cited by