🧑‍🔬 Xiao-Wen Chang

🏛️ Affiliations

🎓McGill UniversityMontreal · Canada2001–2026 · 103 paperscurrent🎓Nanjing UniversityNanjing · China1993–2026 · 2 paperscurrent🔬Mila - Quebec Artificial Intelligence InstituteMontreal · Canada2026 · 1 papercurrent🎓Université de MontréalMontreal · Canada2026 · 1 papercurrent🎓University of British ColumbiaVancouver · Canada1998 · 3 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing (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 (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 ↗arXiv (Cornell University) · no summary yetSitao Luan et al.2023 · 9 citations
2. When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability ↗neural information processing systems · no summary yetSitao Luan et al.2023 · 8 citations
3. EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge EditingFindings of the Association for Computational LinguisticsSicheng Lyu, Yu Gu, Xinyu Wang, et al.2026
4. MARS: Unleashing the Power of Speculative Decoding via Margin-Aware VerificationFindings of the Association for Computational LinguisticsJingwei Song, Xinyu Wang, Hanbin Wang, et al.2026

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Xinyu Wang ×2
• Eric Yang
• Hanbin Wang
• Lynn Ai
• Peng Lu
• Tianyu Shi
• Yu Gu
• 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 ×2: Findings of the Association for Computational Linguistics 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

This page in Markdown → https://md.research.elamur.ai/free/en/authors/xiao-wen-chang/