--- title: "Xiao-Wen Chang — author profile and papers in our library" description: "Xiao-Wen Chang, Mila - Quebec Artificial Intelligence Institute: 2 papers on Elamur Research (2026), h-index 22 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/xiao-wen-chang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiao-wen-chang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiao-Wen Chang # Xiao-Wen Chang Xiao-Wen Chang has 2 papers in our library, in 2026; often with [Xinyu Wang](https://md.research.elamur.ai/free/en/authors/xinyu-wang/), [Eric Yang](https://md.research.elamur.ai/free/en/authors/eric-yang/), [Hanbin Wang](https://md.research.elamur.ai/free/en/authors/hanbin-wang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5062087251) · [ORCID](https://orcid.org/0000-0001-9251-2959) · [**h-index 22**](https://openalex.org/authors/A5062087251) · [141 works](https://openalex.org/works?filter=author.id:A5062087251) · [1,909 citations](https://openalex.org/works?filter=author.id:A5062087251&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiao-wen-chang/#papers) · 🔗 Cited 1 time in our library · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #14005](https://md.research.elamur.ai/free/en/paper-stars/page/141/#star-14005) 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=Xiao-Wen+Chang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiao-Wen+Chang) · [dblp](https://dblp.org/search?q=Xiao-Wen+Chang) · [ACL Anthology](https://aclanthology.org/search/?q=Xiao-Wen+Chang) ## Affiliations [🎓**McGill University** Montreal · Canada 2001–2026 · 103 papers*current*](https://md.research.elamur.ai/free/en/universities/mcgill-university/) · [🎓**Nanjing University** Nanjing · China 1993–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/nanjing-university/) · [🔬**Mila - Quebec Artificial Intelligence Institute** Montreal · Canada 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/mila-quebec-artificial-intelligence-institute/) · [🎓**Université de Montréal** Montreal · Canada 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/) · [🎓**University of British Columbia** Vancouver · Canada 1998 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-british-columbia/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 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/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xiao-wen-chang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing](https://md.research.elamur.ai/free/en/papers/lyu-2026-evoedit-evolving-null-space-alignment/)** *(2026)* Locate-then-edit methods for updating facts in LLMs, such as ROME, MEMIT and AlphaEdit, break down when many edits are applied one after another. 2. **[MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification](https://md.research.elamur.ai/free/en/papers/song-2026-mars-unleashing-power-speculative-decoding/)** *(2026)* Speculative decoding speeds up LLM inference: a small drafter proposes tokens and the large target model checks them in parallel. ## All works 4 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. **[When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homophily Principle on Node Distinguishability ↗](https://arxiv.org/abs/2304.14274) arXiv (Cornell University) · no summary yet**Sitao Luan et al.*2023 · 9 citations* 2. **[When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability ↗](https://doi.org/10.52202/075280-1251) neural information processing systems · no summary yet**Sitao Luan et al.*2023 · 8 citations* 3. **[EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing](https://md.research.elamur.ai/free/en/papers/lyu-2026-evoedit-evolving-null-space-alignment/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sicheng Lyu, Yu Gu, Xinyu Wang, et al.*2026* 4. **[MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification](https://md.research.elamur.ai/free/en/papers/song-2026-mars-unleashing-power-speculative-decoding/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jingwei Song, Xinyu Wang, Hanbin Wang, et al.*2026* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Xinyu Wang](https://md.research.elamur.ai/free/en/authors/xinyu-wang/) ×2 - [Eric Yang](https://md.research.elamur.ai/free/en/authors/eric-yang/) - [Hanbin Wang](https://md.research.elamur.ai/free/en/authors/hanbin-wang/) - [Lynn Ai](https://md.research.elamur.ai/free/en/authors/lynn-ai/) - [Peng Lu](https://md.research.elamur.ai/free/en/authors/peng-lu/) - [Tianyu Shi](https://md.research.elamur.ai/free/en/authors/tianyu-shi/) - [Yu Gu](https://md.research.elamur.ai/free/en/authors/yu-gu/) - [Yufei Cui](https://md.research.elamur.ai/free/en/authors/yufei-cui/) ## 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/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - neural information processing systems ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026