🔬 About Us
The USC Melady Lab is a leading research group in core machine learning and AI models, with recent research thrusts including:
- Foundation Models for Time Series
- Interpretable and Trustworthy Machine Learning
- Physics-Informed AI and Scientific ML
- Causal Inference and Representation Learning
- Multimodal Learning and Large Language Models
Our team is passionate about pushing the boundaries of AI theory and applying these advances to real-world, societally beneficial domains.
✍️ What You'll Find Here
This blog serves as a platform for:
- Sharing research insights from our recent publications
- Summarizing and discussing cutting-edge papers we are reading
- Reflecting on challenges and progress in ongoing projects