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Ziwen Xu

Ziwen Xu has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Bias, fairness & safety; often with Huajun Chen, Mengru Wang, Ningyu Zhang.

3 papers in our library · 2024–2026

OpenAlex · ORCID · h-index 47 · 694 works · 10,541 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 72 times in our library · ⭐ Paper Stars ranking: #6840

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Zhejiang UniversityHangzhou · China2001–2026 · 416 paperscurrent🏢State Grid Corporation of ChinaBeijing · China2017–2026 · 15 paperscurrent🏢State Grid Shandong Electric Power CompanyJinan · China2018–2026 · 10 paperscurrent🔬NARI GroupNanjing · China2023–2026 · 3 paperscurrent🎓Beihang UniversityBeijing · China2025–2026 · 2 paperscurrent🎓Tianmushan LaboratoryHangzhou · China2026 · 1 papercurrent🎓Rensselaer Polytechnic InstituteTroy · United States1999–2013 · 20 papers🏢IBMArmonk · United States2012–2025 · 10 papers🏢State Grid Hubei Electric Power Co., Ltd.Wuhan · China2017–2025 · 9 papers🎓Tsinghua UniversityBeijing · China2007–2025 · 9 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 72 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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 3 worksBias, fairness & safety · 2 works

 Works by year

2020s

20261 paper20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Detoxifying Large Language Models via Knowledge Editing (2024 · 84 citations)
    Safety-aligned LLMs can still be steered into harmful output when a malicious request is wrapped in a carefully engineered jailbreak prompt. The authors ask whether knowledge editing can fix the specific toxic parts of a model instead of only masking them.
  2. Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms (2025 · 14 citations)
    The paper addresses how to control LLM behavior at inference time, especially safety, without relying on fragile system prompts.
  3. Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics (2026 · 1 citation)
    Methods for controlling LLM behaviour are usually studied separately, with different assumptions and evaluation setups.

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 72 times (of the 149,439 papers whose bibliographies we read); 15 citing papers with a page here →.

Updated

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