--- title: "Shuxu Chen · Kyung Hee University — author profile and papers" description: "Shuxu Chen, Kyung Hee University: 2 papers on Elamur Research (2026), h-index 2 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/shuxu-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shuxu-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shuxu Chen # Shuxu Chen Shuxu Chen has 2 papers in our library, in 2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chaoning Zhang](https://md.research.elamur.ai/free/en/authors/chaoning-zhang/), [Jiaquan Zhang](https://md.research.elamur.ai/free/en/authors/jiaquan-zhang/), [Jiwei Wei](https://md.research.elamur.ai/free/en/authors/jiwei-wei/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5113183905) · [**h-index 2**](https://openalex.org/authors/A5113183905) · [21 works](https://openalex.org/works?filter=author.id:A5113183905) · [15 citations](https://openalex.org/works?filter=author.id:A5113183905&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shuxu-chen/#papers) · [🔗 Cited 4 times in our library](https://md.research.elamur.ai/free/en/authors/shuxu-chen/cited-by/) · [⭐ Paper Stars ranking: #10434](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10434) 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=Shuxu+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shuxu+Chen) · [dblp](https://dblp.org/search?q=Shuxu+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Shuxu+Chen) ## Affiliations [🎓**Kyung Hee University** Seoul · South Korea 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/kyung-hee-university/) · [🎓**Dalian University** Dalian · China 2024–2025 · 6 papers](https://ror.org/00g2ypp58) 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](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 · 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/shuxu-chen/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Lightweight LLM Agent Memory with Small Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-lightweight-llm-agent-memory-small/)** *(2026 · 6 citations)* LLM agents need persistent memory to stay consistent across long, multi-turn interactions. Existing approaches force a choice: similarity-search memory is fast but its accuracy varies, while memory managed through repeated large-model calls is more accurate but adds latency at every turn. LightMem addresses this by… 2. **[Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-agent-gwo-collaborative-agents-dynamic/)** *(2026)* Reasoning quality in LLMs depends heavily on hand-written prompts and decoding settings. Small rewordings or configuration changes can cause large accuracy swings, and earlier automatic prompt optimizers usually run a single-agent local search that adjusts only the prompt. Agent-GWO addresses this by treating each… ## Co-authors here 4 co-authors with a page, the most papers together first. - [Chaoning Zhang](https://md.research.elamur.ai/free/en/authors/chaoning-zhang/) ×2 - [Jiaquan Zhang](https://md.research.elamur.ai/free/en/authors/jiaquan-zhang/) ×2 - [Jiwei Wei](https://md.research.elamur.ai/free/en/authors/jiwei-wei/) ×2 - [Yang Yang](https://md.research.elamur.ai/free/en/authors/yang-yang/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 4 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shuxu-chen/cited-by/). Updated 1 November 2026