Liu, Qinyi

1. Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics
   2024/01/12 by Qinyi Liu, Liu, Qinyi, Mohammad Khalil +5 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
2. Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data Generation
   2025/01/03 by Mohammad Khalil, Urmian, Sam, Khalil, Mohammad +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms
   2025/01/03 by Qinyi Liu, Oscar Blessed Deho, Liu, Qinyi +9 · 2 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI #Blockchain Technology Applications and Security
4. Towards Privacy-Preserving Data-Driven Education: The Potential of Federated Learning
   2025/03/16 by Khalil, Mohammad, Shakya, Ronas, Liu, Qinyi · 1 citation
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)