Jiatong Li
Jiatong Li has 2 papers in our library, in 2026, most of them on Language models & pretraining, Bias, fairness & safety; often with Changdae Oh, Dawn Song, Hamed Hassani.
OpenAlex · ORCID · h-index 3 · 9 works · 33 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #9699
Affiliations
🎓University of Science and Technology of ChinaHefei ·
China2024–2026 · 6 papers🏢BaiduBeijing ·
China2026 · 1 paper
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Bias, fairness & safety · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression (2026 · 8 citations)
The paper asks why safety-aligned LLMs still give in to jailbreaks. The authors propose that alignment learns refusal mostly from surface token patterns, so a harmful request with the same meaning but an unfamiliar form can slip past safeguards. To test this, they present LogiBreak, a black-box attack that rewrites a… - Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities (2026 · 4 citations)
Most uncertainty quantification (UQ) work for LLMs studies a model that answers once, or follows one chain of reasoning, and gets no new information along the way.
Co-authors here
- Changdae Oh
- Dawn Song
- Hamed Hassani
- Jingyu Peng
- Kai Zhang
- Maolin Wang
- Nan Wang
- Pengyue Jia
- Sean Du
- Seongheon Park
- Sharon Li
- Wanyu Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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