Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy. - Razvan-Gabriel Dumitru; Paul-Ioan Clotan; Vikas Yadav; Darius Peteleaza; Mihai Surdeanu (EMNLP (Findings), 2024)

Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels. - Razvan-Gabriel Dumitru; Vikas Yadav; Rishabh Maheshwary; Paul-Ioan Clotan; Sathwik Tejaswi Madhusudhan; Mihai Surdeanu (CoRR, 2024)

Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs. - Razvan-Gabriel Dumitru; Vikas Yadav; Rishabh Maheshwary; Paul-Ioan Clotan; Sathwik Tejaswi Madhusudhan; Mihai Surdeanu (ACL (Findings), 2025)