Yelysei Bondarenko

According to our database, Yelysei Bondarenko authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

Efficient Reasoning on the Edge.

Yelysei Bondarenko, Thomas Hehn, Rob Hesselink, Romain Lepert, Fabio Valerio Massoli, Evgeny Mironov, Leyla Mirvakhabova, Tribhuvanesh Orekondy, Spyridon Stasis, Andrey Kuzmin, Anna Kuzina, Markus Nagel, Ankita Nayak, Corrado Rainone, Ork de Rooij, Paul N. Whatmough, Arash Behboodi, Babak Ehteshami Bejnordi

CoRR, March, 2026

2025

FPTQuant: Function-Preserving Transforms for LLM Quantization.

Boris van Breugel, Yelysei Bondarenko, Paul N. Whatmough, Markus Nagel

CoRR, June, 2025

2024

Low-Rank Quantization-Aware Training for LLMs.

Yelysei Bondarenko, Riccardo Del Chiaro, Markus Nagel

CoRR, 2024

2023

Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing.

Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Overcoming Oscillations in Quantization-Aware Training.

Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort

Proceedings of the International Conference on Machine Learning, 2022

2021

A White Paper on Neural Network Quantization.

Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort

CoRR, 2021

Understanding and Overcoming the Challenges of Efficient Transformer Quantization.

Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021