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Seyed Mahmoud Sajjadi Mohammadabadi | Lattice

Seyed Mahmoud Sajjadi Mohammadabadi

Papers on Lattice

1

Total citations

0

Topics

3

h-index

5

Publication activitypapers/week, last 8 weeks

Research focus

Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Xiaolong Ma (1)Lei Yang (1)Feng Yan (1)Junshan Zhang (1)

Papers (1)

Apr 9, 2026

Seyed Mahmoud Sajjadi Mohammadabadi +4Apr 9, 2026

SOLAR: Communication-Efficient Model Adaptation via Subspace-Oriented Latent Adapter Reparametrization

SOLAR shrinks PEFT adapter sizes without sacrificing performance by cleverly aligning adapter updates with the foundation model's intrinsic subspace.

Seyed Mahmoud Sajjadi Mohammadabadi, Xiaolong Ma, Lei Yang +2

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization