Izavan dos S. Correia

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

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I. D. S. Correia (1)H. C. T. Santos (1)Henrique C. T. Santos (1)T. A. E. Ferreira (1)Tiago A. E. Ferreira (1)

Papers (1)

Mar 31, 2026

I. D. S. Correia +5Mar 31, 2026

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

Achieve near-perfect accuracy in identifying parallelizable loops with a DistilBERT model, suggesting that even lightweight transformers can effectively automate code optimization.

I. D. S. Correia, Izavan dos S. Correia, H. C. T. Santos +3

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

Izavan dos S. Correia

Research focus

Frequent co-authors

Papers (1)

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Izavan dos S. Correia

Research focus

Frequent co-authors

Papers (1)