MLSys 2026

MLSys 2026 is an annual conference on machine learning and systems which aims to contribute to better-performing, sustainable AI infrastructure. It bridges the gap between hardware/software systems and machine learning algorithms, bringing together academic and industry researchers to collaborate on efficient model training, inference, hardware acceleration, and AI-driven system optimizations.

This year’s conference will focus on Large Language Model (LLM) training and inference, compound AI systems, distributed/federated learning, hardware-efficient ML methods, and privacy/security.