Paul-Ioan Clotan

According to our database, Paul-Ioan Clotan authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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

Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy.

Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav, Darius Peteleaza, Mihai Surdeanu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024