Ievgen Redko

Senior Principal AI Innovation Manager, Schneider Electric

Principal Researcher, Huawei Technologies Ltd.

Joined

December 2019

Names

Ievgen Redko

Emails

****@univ-st-etienne.fr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Senior Principal AI Innovation Manager

Schneider Electric (se.com)

2026 – Present

Principal Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – 2026

Visiting Professor

Aalto University (aalto.fi)

2021 – 2022

Associate Professor

University Lyon (univ-st-etienne.fr)

2016 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

Marc Sebban

2015 – 2016

Postdoc Advisor

Amaury Habrard

2015 – 2016

PhD Advisor

Younès Bennani

2012 – 2015

Expertise

time series

2022 – 2024

optimal transport

2016 – 2022

Publications

TiViT: Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers
Simon Roschmann, Quentin Bouniot, Vasilii Feofanov, Ievgen Redko, Zeynep Akata
- FMSD @ ICML 2026 Poster
- Readers: Everyone
Latent Instructions as Context Surrogates: Enhancing Frozen Time Series Forecasters with Instance-Adaptive Prompts
Zehao Xiao, Shifeng Xie, Lei Zan, Malik Tiomoko, Jianfeng Zhang, Lujia Pan, Keli Zhang, Ievgen Redko
- FMSD @ ICML 2026 SpotlightOral
- Readers: Everyone
Bridging the Fine-Tuning Gap in Time Series Classification with Synthetic Data and Inference Strategies
Vasilii Feofanov, Songkang Wen, Lujia Pan, Jianfeng Zhang, Ievgen Redko
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Layer by layer, module by module: Choose both for optimal OOD probing of ViT
Ambroise Odonnat, Vasilii Feofanov, Laetitia Chapel, Romain Tavenard, Ievgen Redko
- CAO Poster
- Readers: Everyone
All of the Fairness for Edge Prediction with Optimal Transport
Charlotte Laclau, Ievgen Redko, Christine Largeron
- AISTATS
- Readers: Everyone
Which transformers components are the most sensitive to distribution shifts?
Ambroise Odonnat, Laetitia Chapel, Romain Tavenard, Ievgen Redko
- Submitted to ICLR 2026
- Readers: Everyone
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
Shifeng Xie, Vasilii Feofanov, Jianfeng Zhang, Themis Palpanas, Ievgen Redko
- ICLR 2026 Oral
- Readers: Everyone
Multi-path reasoning on a budget: towards theoretically optimal hyperparameter-free adaptive self-consistency
Austin Feng, Marius Alonso, Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko
- Submitted to ICLR 2026
- Readers: Everyone
Optimal Self-Consistency for Efficient Reasoning with Large Language Models
Austin Feng, Marius Alonso, Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko
- NeurIPS 2025 ER Workshop
- Readers: Everyone
TiViT: Time Series Representations Lie Hidden in Pretrained Vision Transformers
Simon Roschmann, Quentin Bouniot, Vasilii Feofanov, Ievgen Redko, Zeynep Akata
- Submitted to ICLR 2026
- Readers: Everyone

View all 43 publications

Co-Authors

View all 60 co-authors