--- title: "Chulin Xie — author profile and papers — Elamur Research" description: "Chulin Xie, University of Illinois Urbana-Champaign: 2 papers on Elamur Research (2023–2024), h-index 13 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/chulin-xie/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/chulin-xie/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Chulin Xie # Chulin Xie Chulin Xie has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/), [Chenhui Zhang](https://md.research.elamur.ai/free/en/authors/chenhui-zhang/), [Jiawei Han](https://md.research.elamur.ai/free/en/authors/jiawei-han/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5007625243) · [ORCID](https://orcid.org/0000-0002-5460-3785) · [**h-index 13**](https://openalex.org/authors/A5007625243) · [42 works](https://openalex.org/works?filter=author.id:A5007625243) · [1,135 citations](https://openalex.org/works?filter=author.id:A5007625243&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/chulin-xie/#papers) · [🔗 Cited 247 times in our library](https://md.research.elamur.ai/free/en/authors/chulin-xie/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4038](https://md.research.elamur.ai/free/en/paper-stars/page/41/#star-4038) 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=Chulin+Xie) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Chulin+Xie) · [dblp](https://dblp.org/search?q=Chulin+Xie) · [ACL Anthology](https://aclanthology.org/search/?q=Chulin+Xie) ## Affiliations [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2020–2025 · 22 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2024** 1 paper Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs](https://md.research.elamur.ai/free/en/papers/jin-2024-graph-chain-thought-augmenting-large/) · [**2023** 1 paper DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models](https://md.research.elamur.ai/free/en/papers/wang-2023-decodingtrust-comprehensive-assessment-trustworthiness-gpt/) ## Papers The most cited first (OpenAlex and our library). 1. **[DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models](https://md.research.elamur.ai/free/en/papers/wang-2023-decodingtrust-comprehensive-assessment-trustworthiness-gpt/)** *(2023 · 246 citations)* Practitioners increasingly propose GPT models for high-stakes domains such as healthcare and finance, yet little systematic evidence exists on how reliable these models are. 2. **[Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs](https://md.research.elamur.ai/free/en/papers/jin-2024-graph-chain-thought-augmenting-large/)** *(2024 · 89 citations)* LLMs often hallucinate on knowledge-heavy questions. Standard retrieval augmentation treats each document as a separate unit, so it misses knowledge carried by links between texts, such as citations, co-purchases or legal references. Turning whole neighbourhoods into text is also impractical, because subgraphs grow… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models](https://md.research.elamur.ai/free/en/papers/wang-2023-decodingtrust-comprehensive-assessment-trustworthiness-gpt/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Boxin Wang, Weixin Chen, Hengzhi Pei, et al.*2023 · 246 citations* 2. **[Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs](https://md.research.elamur.ai/free/en/papers/jin-2024-graph-chain-thought-augmenting-large/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Bowen Jin, Chulin Xie, Jiawei Zhang, et al.*2024 · 89 citations* 3. **[On Memorization of Large Language Models in Logical Reasoning](https://aclanthology.org/2025.ijcnlp-long.148/) Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics · original ↗ · no summary yet**Chulin Xie et al.*2025 · 42 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/) - [Chenhui Zhang](https://md.research.elamur.ai/free/en/authors/chenhui-zhang/) - [Jiawei Han](https://md.research.elamur.ai/free/en/authors/jiawei-han/) - [Rylan Schaeffer](https://md.research.elamur.ai/free/en/authors/rylan-schaeffer/) - [Simran Arora](https://md.research.elamur.ai/free/en/authors/simran-arora/) - [Yu Meng](https://md.research.elamur.ai/free/en/authors/yu-meng/) - [Yu Zhang](https://md.research.elamur.ai/free/en/authors/yu-zhang/) - [Zheng Li](https://md.research.elamur.ai/free/en/authors/zheng-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/) - Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics ## Cited by Papers of our library cite their works 247 times (of the 141,840 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/chulin-xie/cited-by/). Updated 24 October 2026