Dmitriy Shopkhoev

According to our database, Dmitriy Shopkhoev authored at least 5 papers between 2025 and 2026.

Collaborative distances:

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

2026

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression.

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

CoRR, February, 2026

ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression.

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

CoRR, February, 2026

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

Magauiya Zhussip, Dmitriy Shopkhoev, Ammar Ali, Stamatios Lefkimmiatis

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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

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

CoRR, September, 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