Lattice AI Research

Research focus

Architecture Design (Transformers, SSMs, MoE) (2)Distributed Systems & Hardware (1)Code Generation & Program Synthesis (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Yizhou Sun (2)Ruchir Puri (2)Jason Cong (1)Azalia Mirhoseini (1)

Papers (2)

Mar 5, 2026

Google Research6d ago·also BAIR, Meta AI, NVIDIA, Stanford HAI +8

AI+HW 2035: Shaping the Next Decade

Forget scaling compute – the future of AI hinges on a 1000x leap in energy efficiency via tight AI+Hardware co-design over the next decade.

Deming Chen, Jason Cong, Azalia Mirhoseini +34

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware

Jan 20, 2026

Google ResearchJan 20, 2026·also Huawei, UCLA

Report for NSF Workshop on AI for Electronic Design Automation

Democratizing hardware design and enabling next-generation hardware systems requires strategic NSF investment in AI/EDA collaboration, foundational AI, data infrastructure, and workforce development.

Deming Chen, Vijay Ganesh, Weikai Li +7

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Reasoning & Chain-of-Thought

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Deming Chen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)