Yelysei Bondarenko

Researcher, Qualcomm Inc, QualComm

Joined

May 2023

Names

Yelysei Bondarenko (Preferred)

Emails

****@qti.qualcomm.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Qualcomm Inc, QualComm (qti.qualcomm.com)

2020 – Present

MS student

Technische Universität München (tum.de)

2016 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

FPTQuant: Function-Preserving Transforms for LLM Quantization
Boris van Breugel, Yelysei Bondarenko, Paul N. Whatmough, Markus Nagel
- Submitted to ICLR 2026
- Readers: Everyone
FPTQuant: Function-Preserving Transforms for LLM Quantization
Boris van Breugel, Yelysei Bondarenko, Paul N. Whatmough, Markus Nagel
- ES-FoMo III Oral
- Readers: Everyone
Low-Rank Quantization-Aware Training for LLMs
Yelysei Bondarenko, Riccardo Del Chiaro, Markus Nagel
- Submitted to ICLR 2025
- Readers: Everyone
Low Rank Quantization-Aware Training for LLMs
Yelysei Bondarenko, Riccardo Del Chiaro, Markus Nagel
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing
Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort
- NeurIPS 2023 poster
- Readers: Everyone
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing
Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort
- Published: 01 Jan 2023, Last Modified: 16 Aug 2023
- CoRR 2023
- Readers: Everyone
Overcoming Oscillations in Quantization-Aware Training
Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort
- 2022 (modified: 17 Apr 2023)
- ICML 2022
- Readers: Everyone
A White Paper on Neural Network Quantization
Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort
- 2021 (modified: 02 Nov 2021)
- CoRR 2021
- Readers: Everyone
Understanding and Overcoming the Challenges of Efficient Transformer Quantization
Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort
- 2021 (modified: 31 Mar 2022)
- EMNLP (1) 2021
- Readers: Everyone