Our research group develops state-of-the-art AI algorithms and models with applications in Natural Language Understanding, Social Media Personalization and Recommendation, Content Generation, and their downstream uses. Students will gain foundational knowledge in Machine Learning and AI while participating in hands-on research. They will initially focus on generating high-quality content (e.g., video, music) using AI models, and subsequently propose methods to improve the quality of this generation.
Research Topics : Machine Learning Research Project: AI Agents for Content Generation
Topics Covered:
Introduction to Machine Learning
Traditional Machine Learning
Traditional Machine Learning, 2 optimization
Fundamentals of Deep Learning
Large Foundation Models
Natural Language Understanding, Computer Vision, and Video Understanding Models
Social Media and Recommendation Systems
AI Agents and Real-World Applications
Research Methodology and Academic Writing
Experiment Refinement
Research Paper Writing Seminar
