--- title: "Chia-Yuan Chang — author profile and papers in our library" description: "Chia-Yuan Chang, Texas A&M University: 3 papers on Elamur Research (2024–2026), h-index 5 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/chia-yuan-chang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/chia-yuan-chang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Chia-Yuan Chang # Chia-Yuan Chang Chia-Yuan Chang has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Guanchu Wang](https://md.research.elamur.ai/free/en/authors/guanchu-wang/), [Xia Hu](https://md.research.elamur.ai/free/en/authors/xia-hu/), [Zhimeng Jiang](https://md.research.elamur.ai/free/en/authors/zhimeng-jiang/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5101857873) · [ORCID](https://orcid.org/0009-0001-1889-612X) · [**h-index 5**](https://openalex.org/authors/A5101857873) · [27 works](https://openalex.org/works?filter=author.id:A5101857873) · [103 citations](https://openalex.org/works?filter=author.id:A5101857873&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/chia-yuan-chang/#papers) · [🔗 Cited 101 times in our library](https://md.research.elamur.ai/free/en/authors/chia-yuan-chang/cited-by/) · [⭐ Paper Stars ranking: #6121](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6121) 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=Chia-Yuan+Chang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Chia-Yuan+Chang) · [dblp](https://dblp.org/search?q=Chia-Yuan+Chang) · [ACL Anthology](https://aclanthology.org/search/?q=Chia-Yuan+Chang) ## Affiliations [🎓**Texas A&M University** College Station · United States 2023–2026 · 15 papers*current*](https://md.research.elamur.ai/free/en/universities/texas-a-m-university/) · [🎓**Baylor College of Medicine** Houston · United States 2024 · 2 papers](https://ror.org/02pttbw34) · [🎓**Rice University** Houston · United States 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/rice-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/chia-yuan-chang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/chia-yuan-chang/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/chia-yuan-chang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning](https://md.research.elamur.ai/free/en/papers/jin-2024-llm-maybe-longlm-self-extend/)** *(2024 · 81 citations)* Large language models that use RoPE usually fail on inputs longer than their pretraining sequence length. Perplexity spikes and outputs become erratic. In this ICML 2024 paper, the authors argue that the problem is not a lack of long-text understanding. Instead, they blame a "positional O.O.D." effect: at inference… 2. **[MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/chang-2025-main-rag-multi-agent-filtering/)** *(2025 · 65 citations)* Retrieval-augmented generation can be undermined by retrieved passages that are off-topic or misleading. Such passages lower answer quality and add inference cost. MAIN-RAG is a post-retrieval filtering framework that needs no training or fine-tuning and runs on top of a standard retriever. It uses three LLM agents: 3. **[FaithLM: Towards Faithful Explanations for Large Language Models](https://md.research.elamur.ai/free/en/papers/chuang-2026-faithlm-faithful-explanations-large-language/)** *(2026 · 9 citations)* LLMs often explain their answers in natural language, but these explanations frequently do not reflect what actually drove the prediction. Classic fidelity tests, which delete important tokens, also fit poorly with free-text rationales whose content is semantic rather than token-level. ## Co-authors here 12 of 17 co-authors with a page, the most papers together first. - [Guanchu Wang](https://md.research.elamur.ai/free/en/authors/guanchu-wang/) ×2 - [Xia Hu](https://md.research.elamur.ai/free/en/authors/xia-hu/) ×2 - [Zhimeng Jiang](https://md.research.elamur.ai/free/en/authors/zhimeng-jiang/) ×2 - [Andrew Wen](https://md.research.elamur.ai/free/en/authors/andrew-wen/) - [Fan Yang](https://md.research.elamur.ai/free/en/authors/fan-yang/) - [Hongye Jin](https://md.research.elamur.ai/free/en/authors/hongye-jin/) - [Jingfeng Yang](https://md.research.elamur.ai/free/en/authors/jingfeng-yang/) - [Mengnan Du](https://md.research.elamur.ai/free/en/authors/mengnan-du/) - [Na Zou](https://md.research.elamur.ai/free/en/authors/na-zou/) - [Ruixiang Tang](https://md.research.elamur.ai/free/en/authors/ruixiang-tang/) - [Shaochen Zhong](https://md.research.elamur.ai/free/en/authors/shaochen-zhong/) - [Vladimir Braverman](https://md.research.elamur.ai/free/en/authors/vladimir-braverman/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ## Cited by Papers of our library cite their works 101 times (of the 149,439 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/chia-yuan-chang/cited-by/). Updated 30 October 2026