2 papers
cs.CL2026
Geometry-Preserving Aggregation for Mixture-of-Experts Embedding Models
Sajjad Kachuee, Mohammad Sharifkhani
Mixture-of-Experts (MoE) embedding models combine expert outputs using weighted linear summation, implicitly assuming a linear subspace structure in the embedding space. This assum…
cs.CL2025
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
Sajjad Kachuee, Mohammad Sharifkhani
Using Large Language Models (LLMs) in real-world applications presents significant challenges, particularly in balancing computational efficiency with model performance. Optimizing…