Tiago A. E. Ferreira

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Code Generation & Program Synthesis (1)Training Efficiency & Optimization (1)

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Izavan dos S. Correia (1)Henrique C. T. Santos (1)

Papers (1)

Mar 31, 2026

Izavan dos S. Correia +21d ago

Automatic Identification of Parallelizable Loops Using Transformer-Based Source Code Representations

Forget hand-crafted features: DistilBERT can automatically identify parallelizable loops in code with >99% accuracy, opening the door to more efficient automatic parallelization.

Izavan dos S. Correia, Henrique C. T. Santos, Tiago A. E. Ferreira

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Training Efficiency & Optimization

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Tiago A. E. Ferreira

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)