Zhenge Jia

Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis

2024

After a large language model (LLM) is deployed on edge devices, it is desirable for these devices to learn from user-generated conversation data to generate user-specific and personalized responses in real-time. However, user-generated data usually …

Improving Learning Efficacy in Basic Programming Practice Based on Three-Stage Thinking

2025

Basic Programming Practice (BPP), as an introductory course for computer science majors, aims to enable students to have basic programming skills and lay a foundation for subsequent advanced course learning. This article draws on the …