Maksim Khadkevich

Joined

January 2025

Names

Maksim Khadkevich (Preferred)

Emails

****@nvidia.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

NVIDIA (nvidia.com)

2022 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Maurizio Omologo

2011 – 2012

Coauthor

2011 – 2012

PhD Advisor

Maurizio Omologo

2007 – 2011

Expertise

Large Language Models

2020 – 2025

Audio signal processing

,

modeling acoustic events

2016 – 2020

Music Information Retrieval

2007 – 2016

Publications

EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation
Shih-Yang Liu, Maksim Khadkevich, Nai Chit FUNG, Charbel Sakr, Chao-Han Huck Yang, Chien-Yi Wang, Saurav Muralidharan, Hongxu Yin, Kwang-Ting Cheng, Jan Kautz, Yu-Chiang Frank Wang, Pavlo Molchanov, Min-Hung Chen
- TTU at ICLR 2026 (Main)
- Readers: Everyone
EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation
Shih-Yang Liu, Maksim Khadkevich, Nai Chit FUNG, Charbel Sakr, Chao-Han Huck Yang, Chien-Yi Wang, Saurav Muralidharan, Hongxu Yin, Kwang-Ting Cheng, Jan Kautz, Yu-Chiang Frank Wang, Pavlo Molchanov, Min-Hung Chen
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
Yonggan Fu, Lexington Whalen, Zhifan Ye, Xin Dong, Shizhe Diao, Jingyu Liu, Chengyue Wu, Hao Zhang, Enze Xie, Song Han, Maksim Khadkevich, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov
- Submitted to ICLR 2026
- Readers: Everyone
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
Yonggan Fu, Xin Dong, Shizhe Diao, Matthijs Van keirsbilck, Hanrong Ye, Wonmin Byeon, Yashaswi Karnati, Lucas Liebenwein, Maksim Khadkevich, Alexander Keller, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov
- NeurIPS 2025 poster
- Readers: Everyone

Co-Authors

View all 29 co-authors