Curriculum Vitae
Academic and professional history.
Professional Experience
Special Funding Postdoctoral Fellow
2025.06 - Present School of Software, Shandong University
Researching trustworthy modeling and hallucination mitigation for multimodal large language models in complex document scenarios.
Civil Servant
2020.07 - 2021.05 People's Government of Wangqingtuo Town, Wuqing District, Tianjin
Professional public service experience.
Education
Ph.D. in Artificial Intelligence
2021.09 - 2024.12 Shandong University
Advisor: Prof. Xin-Shun Xu; graduated six months early.
M.S. in Control Engineering
2017.09 - 2020.06 Shandong University
Advisor: Prof. Feng-Yu Zhou.
B.S. in Automation
2013.09 - 2017.06 Shandong University of Science and Technology
Research Areas
- Trustworthy AI and LVLM Reasoning
- Multimedia Analysis and Document Intelligence
- Continual Cross-Lingual Learning
- Scene Text Recognition and Domain Adaptation
- Reliable Learning under Distribution Shift
Biographical Summary
Email: xiaoqianliu@sdu.edu.cn
Location: Jinan, Shandong, China
Phone: +86 159 5490 1375
Patents
- Method and system for incremental multilingual text recognition based on shared knowledge mining.
- Method and system for few-shot anomaly detection based on hierarchical feature fusion and guided memory.
- Image classifier construction and image recognition system based on prototype-network few-shot learning.
- Meta-learning few-shot facial expression recognition method and system.
Professional Services
- Reviewer for IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, IEEE Transactions on Circuits and Systems for Video Technology, and Neural Networks.
- Reviewer for the ACM International Conference on Multimedia.
Awards and Honors
- Shandong University President’s Scholarship, 2024.
- Shandong Association for Artificial Intelligence Outstanding Dissertation Award, 2025.
- China National Scholarship, 2024, 2019, 2016.
- Outstanding Student of Shandong Province, 2015.
- Outstanding Graduate of Shandong Province, 2020, 2017.
- Excellent Master’s Degree Thesis of Shandong Province, 2021.