We focus on making AI smaller, faster, and more efficient through full-stack innovations:

• 🧠 Algorithm: Designing efficient model architectures and approximations (e.g., sparsity, compression).
• ⚙️ System: Building hardware-aware system support to accelerate emerging AI workloads.
• 🚀 Application: Working with real-world use cases in generative AI, robotics, and scientific discovery.

We are affiliated with the UCSD ML Systems Group.

• SparseLoRA is accepted to ICML 2025!