Xiaoning Wang
I am currently an Associate Professor in the School of Data Science and Media Intelligence at Communication University of China. I obtained my Ph.D. degree from the School of Statistics, Renmin University of China in 2019, under the supervision of Prof. Yongjin Jin.
My research focuses on the intersection of sampling survey techniques, machine learning, and media data analytics. I am particularly interested in developing intelligent systems that leverage advanced AI technologies to solve complex problems in media and communication.
🔬 Current Research Projects
- Intelligent Teaching Assistant (Scholar Hero): An LLM+Agent system designed to enhance teaching and learning experiences. Try it out: scholarhero.cn
- AI-Powered Media Analytics: Developing algorithms for analyzing large-scale media data using machine learning and deep learning techniques
- Smart Survey Systems: Integrating sampling methods with AI to improve survey efficiency and accuracy
🎓 Education
- 2019, Ph.D. in Statistics, School of Statistics, Renmin University of China
- 2017, M.S. in Statistics, School of Statistics, Renmin University of China
- 2013, B.S. in Applied Mathematics, Department of Mathematics, Tianjin University of Technology
🔍 Research Interests
Large Language Models & Agents
LLM architecture, fine-tuning, prompt engineering, multi-agent systems
LLM architecture, fine-tuning, prompt engineering, multi-agent systems
Sampling Survey Techniques
Complex sampling designs, survey methodology, data quality assessment
Complex sampling designs, survey methodology, data quality assessment
Machine Learning
Supervised/unsupervised learning, deep learning, reinforcement learning
Supervised/unsupervised learning, deep learning, reinforcement learning
Media Data Analysis
Text mining, social network analysis, sentiment analysis, content recommendation
Text mining, social network analysis, sentiment analysis, content recommendation
Data Integration & Management
Data fusion, missing data imputation, big data processing
Data fusion, missing data imputation, big data processing
📊 GitHub Stats
🌐 Connect with Me
- GitHub: @xiaoningwang
- Email: sdwangxiaoning@foxmail.com
- Scholar Hero: scholarhero.cn
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📱 公众号文章
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基于BP神经网络的伪设计样本融合研究 2024-12-10
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如何撰写高质量的市场调查报告 2024-11-18
抽样调查中的常见误差及控制方法 2024-11-10