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Michael Gilbert | Lattice

Michael Gilbert

Papers on Lattice

2

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (2)Distributed Systems & Hardware (2)Training Efficiency & Optimization (1)

Frequent co-authors

Tanner Andrulis (2)Vivienne Sze (2)Joel S. Emer (2)

Papers (2)

Feb 16, 2026

MIT CSAILFeb 16, 2026

Fast and Fusiest: An Optimal Fusion-Aware Mapper for Accelerator Modeling and Evaluation

Forget brute-force search: a new mapper finds provably optimal accelerator mappings with fusion for Transformers over 1000x faster.

Tanner Andrulis, Michael Gilbert, Vivienne Sze +1

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

MIT CSAILFeb 16, 2026

The Turbo-Charged Mapper: Fast and Optimal Mapping for Accelerator Modeling and Evaluation

Find optimal DNN accelerator mappings in under a minute, something previously impossible, and expose the suboptimality of prior mapping heuristics.

Michael Gilbert, Tanner Andrulis, Vivienne Sze +1

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