Dmitriy Shopkhoev

According to our database, Dmitriy Shopkhoev authored at least 3 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning.

Dmitriy Shopkhoev, Denis Makhov, Magauiya Zhussip, Ammar Ali, Stamatios Lefkimmiatis

CoRR, September, 2025

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning.

Magauiya Zhussip, Dmitriy Shopkhoev, Ammar Ali, Stamatios Lefkimmiatis

CoRR, August, 2025

ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations.

Dmitriy Shopkhoev, Ammar Ali, Magauiya Zhussip, Valentin Malykh, Stamatios Lefkimmiatis, Nikos Komodakis, Sergey Zagoruyko

CoRR, May, 2025