Xinyi Zeng
Xinyi Zeng has 3 papers in our library, in 2026, most of them on Language models & pretraining, Bias, fairness & safety, Vision & language; often with Jingyuan Zhang, Yu Tian, Huanqian Yan.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksComputer Science · 3 worksArts and Humanities · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksHuman-Computer Interaction · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksBias, fairness & safety · 1 workVision & language · 1 work
Works by year
2020s
Papers
- DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models (2026)
Neuron-editing approaches to steering the personality of large language models, such as NPTI, alter tens of thousands of MLP neurons per trait and harm general abilities. - Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction (2026)
LLM-driven phone agents usually execute only what the user states explicitly. They struggle when a request leaves out the app ("play some music") or the content ("play my favorite"), and they do not learn from a person's past behavior. Me-Agent addresses this without any fine-tuning by modeling user habits at two… - SafeSteer: A Decoding-level Defense Mechanism for Multimodal Large Language Models (2026)
Multimodal LLMs are easier to jailbreak than text-only models, especially when the harmful content is hidden in an image.
Co-authors here
- Jingyuan Zhang ×3
- Yu Tian ×3
- Huanqian Yan ×2
- Kaiwen Wei ×2
- Lifan Zheng ×2
- Xiang Chen ×2
- Xue Yang ×2
- Chang Liu
- Chenyan WU
- Fanheng Kong
- Jiawei Chen
Venues
- Findings of the Association for Computational Linguistics ×3: Findings of the Association for Computational Linguistics 2026 ×3
Updated
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