Xinwei Wu
Xinwei Wu has 5 papers in our library, in 2023–2026, most of them on Language models & pretraining, Bias, fairness & safety, Machine translation; often with Deyi Xiong, Hao Wang, Heng Liu.
OpenAlex · h-index 16 · 41 works · 1,316 citations OpenAlex, 2026-10-14
📄 5 works in our library · 🔗 Cited 89 times in our library · ⭐ Paper Stars ranking: #6488
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 5 worksComputer Science · 5 worksArts and Humanities · 4 worksLanguage and Linguistics · 4 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 3 worksBias, fairness & safety · 2 worksInterpretability · 1 workMachine translation · 1 work
Works by year
2020s
Papers
- Large Language Model Alignment: A Survey (2023 · 124 citations)
Large language models have improved rapidly, yet they can still produce output that is inaccurate, misleading or harmful. - Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation (2026 · 1 citation)
Large language models often mistranslate culturally grounded entities such as songs, films, books, places and idioms. - From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models (2026)
Sparse Autoencoders (SAEs) and other mechanistic interpretability tools can expose meaningful features inside LLMs, but these findings are rarely used to improve the models themselves. - M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation (2026)
The paper tackles unreliable reward signals in preference-based alignment of LLMs for machine translation. - Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching (2026)
Safety-aligned LLMs can still be jailbroken, and it is not well understood which internal components such attacks exploit.
Co-authors here
- Deyi Xiong ×4
- Hao Wang ×3
- Heng Liu ×3
- Linlong Xu ×3
- Xiaohu Zhao ×3
- Yangyang Liu ×3
- Jiang Zhou ×2
- Longyue Wang ×2
- Renren Jin ×2
- Tianyu Dong ×2
- Weihua Luo ×2
- Bo Zeng
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×3: ACL 2026 ×3
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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