David Ngwe Pouth

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Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Adnan Slimane Ali (1)Ayoub Belfatmi (1)

Papers (1)

Oct 5, 2026

Affiliation:1w ago

Frozen Factor or Spectral Band? Disentangling Two Choices in Low-Rank LoRA

Freezing the input factor A in LoRA, especially on top singular directions, unlocks substantial performance gains over freezing the output factor B, even at rank 2.

Adnan Slimane Ali, Ayoub Belfatmi, David Ngwe Pouth

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization

David Ngwe Pouth

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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David Ngwe Pouth

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)