Gokdeniz Gulmez

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Publication activitypapers/week, last 8 weeks

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

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Gökdeniz Gülmez (1)

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Mar 2, 2026

Gokdeniz Gulmez +12w ago

DynaMoE: Dynamic Token-Level Expert Activation with Layer-Wise Adaptive Capacity for Mixture-of-Experts Neural Networks

Forget fixed routing: DynaMoE dynamically adjusts expert activation per token and layer, unlocking better parameter efficiency and convergence stability in Mixture-of-Experts models.

Gokdeniz Gulmez, Gökdeniz Gülmez

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

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Gokdeniz Gulmez

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)