Tieyun Qian

Full Professor, Wuhan University

Joined

July 2019

Names

Tieyun Qian (Preferred)

Emails

****@whu.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Wuhan University (whu.edu.cn)

Present

PhD student

Huazhong University of Science and Technology (hust.edu.cn)

2001 – 2006

Advisors, Relations & Conflicts

No relations added

Expertise

natural language processing

2012 – 2026

web data mining

2006 – 2026

Publications

Developing continuous toxicity detection against increasing types of perturbed toxic text
Hankun Kang, Jianhao Chen, Yongqi Li, Xin Miao, Mayi Xu, Shen Zhou, Ming Zhong, Yuanyuan Zhu, Tieyun Qian
- Inf. Process. Manag. 2026
- Readers: Everyone
Can a Small Model Learn to Look Before It Leaps? Dynamic Learning and Proactive Correction for Hallucination Detection
Zepeng Bao, Shen Zhou, Qiankun Pi, Jianhao Chen, Mayi Xu, Ming Zhong, Yuanyuan Zhu, Tieyun Qian
- CoRR 2025
- Readers: Everyone
A Survey on Training-free Alignment of Large Language Models
Birong Pan, Yongqi Li, Weiyu Zhang, Wenpeng Lu, Mayi Xu, Shen Zhou, Yuanyuan Zhu, Ming Zhong, Tieyun Qian
- CoRR 2025
- Readers: Everyone
FuSaR: A Fuzzification-Based Method for LRM Safety-Reasoning Balance
Jianhao Chen, Mayi Xu, Xiaohu Li, Yongqi Li, Xiangyu Zhang, Jianjie Huang, Tieyun Qian
- CoRR 2025
- Readers: Everyone
Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data
Jiacheng Liu, Mayi Xu, Qiankun Pi, Wenli Li, Ming Zhong, Yuanyuan Zhu, Mengchi Liu, Tieyun Qian
- CoRR 2025
- Readers: Everyone
Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering
Yunfeng Ning, Mayi Xu, Jintao Wen, Qiankun Pi, Yuanyuan Zhu, Ming Zhong, Jiawei Jiang, Tieyun Qian
- CoRR 2025
- Readers: Everyone
NeuronTune: Fine-Grained Neuron Modulation for Balanced Safety-Utility Alignment in LLMs
Birong Pan, Mayi Xu, Qiankun Pi, Jianhao Chen, Yuanyuan Zhu, Ming Zhong, Tieyun Qian
- CoRR 2025
- Readers: Everyone
CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations
Xiaohu Li, Yunfeng Ning, Zepeng Bao, Mayi Xu, Jianhao Chen, Tieyun Qian
- CoRR 2025
- Readers: Everyone
PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning
Xiaokai Zhou, Xiao Yan, Fangcheng Fu, Ziwen Fu, Tieyun Qian, Yuanyuan Zhu, Qinbo Zhang, Bin Cui, Jiawei Jiang
- Proc. VLDB Endow. 2025
- Readers: Everyone
Aligning VLM Assistants with Personalized Situated Cognition
Yongqi Li, Shen Zhou, Xiaohu Li, Xin Miao, Jintao Wen, Mayi Xu, Jianhao Chen, Birong Pan, Hankun Kang, Yuanyuan Zhu, Ming Zhong, Tieyun Qian
- CoRR 2025
- Readers: Everyone

View all 163 publications

Co-Authors

View all 182 co-authors