Jinyuan Jia
Jinyuan Jia has 3 papers in our library, in 2023–2024, most of them on Language models & pretraining, Information retrieval & search, Bias, fairness & safety; often with Runpeng Geng, Bill Yuchen Lin, Binghui Wang.
OpenAlex · h-index 1 · 13 works · 13 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 227 times in our library · ⭐ Paper Stars ranking: #5616
Affiliations
Fields, topics and concepts
📚 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 3Research subjects and languages the work is about.Bias, fairness & safety · 1 workInformation retrieval & search · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding (2024 · 127 citations)
Aligned LLMs can still be jailbroken: adversarial prompts push them into producing harmful content. Existing defenses often protect poorly, slow down inference, or make models less useful to ordinary users. The authors studied token distributions under attack and found that the compliant opening (e.g., "Sure")… - Formalizing and Benchmarking Prompt Injection Attacks and Defenses (2023 · 84 citations)
LLM-Integrated Applications build their prompts from an instruction and from data taken from outside sources such as resumes or webpages. - PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models (2024 · 80 citations)
Retrieval-Augmented Generation (RAG) lets an LLM answer questions using texts pulled from an external knowledge database.
Co-authors here
- Runpeng Geng ×2
- Bill Yuchen Lin
- Binghui Wang
- Fengqing Jiang
- Luyao Niu
- Neil Zhenqiang Gong
- Radha Poovendran
- Wei Zou
- Zhangchen Xu
Venues
Cited by
Updated
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