Qian Hu
Qian Hu has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Bias, fairness & safety, Efficient models & compression; often with Junlan Feng, Lijun Mei, Xue Han.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 34 times in our library · ⭐ Paper Stars ranking: #8032
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 workLanguage models & pretraining · 2 worksEfficient models & compression · 1 work
Works by year
2020s
Papers
- FLIRT: Feedback Loop In-context Red Teaming (2024 · 42 citations)
The paper tackles automated red teaming: finding inputs that push generative models into producing unsafe content, without expensive human probing. - ChildEval:WHEN LARGE LANGUAGE MODELS MEET CHILDREN'S PERSONALITIES (2026)
LLM-based chatbots are increasingly used as companions for young children. Yet nobody has systematically tested whether these models pick up on and respect a child's preferences. Existing personalization benchmarks mostly target adults, and child-focused ones cover only narrow aspects such as safety or style… - Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning (2026)
The paper addresses continual learning (CL) for large language models. Full retraining is too costly at this scale, and most existing CL methods focus only on preventing catastrophic forgetting, without exploiting knowledge that tasks could share. The authors first observe that better-performing CL models produce…
Co-authors here
- Junlan Feng ×2
- Lijun Mei ×2
- Xue Han ×2
- Aram Galstyan
- Kai-Wei Chang
- Ninareh Mehrabi
- Palash Goyal
- Rahul Gupta
- Richard S. Zemel
- Yitong Wang
- Ziqing Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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