Gianluca Ceruti

Postdoc, Universität Innsbruck

Joined

May 2022

Names

Gianluca Ceruti (Preferred)

Emails

****@epfl.ch (Confirmed)

,

****@gmail.com (Confirmed)

,

****@uibk.ac.at (Confirmed)

Personal Links

Career & Education History

Postdoc

Universität Innsbruck (uibk.ac.at)

2023 – Present

Postdoc

EPFL - EPF Lausanne (epfl.ch)

2021 – 2023

PhD student

Eberhard-Karls-Universität Tübingen (uni-tuebingen.de)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

GeoLoRA: Geometric integration for parameter efficient fine-tuning
Steffen Schotthöfer, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco, Jonas Kusch
- ICLR 2025 Poster
- Readers: Everyone
Geometry-aware training of factorized layers in tensor Tucker format
Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
- NeurIPS 2024 poster
- Readers: Everyone
Rank-adaptive spectral pruning of convolutional layers during training
Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
- Submitted to ICLR 2024
- Readers: Everyone
Robust low-rank training via approximate orthonormal constraints
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
- NeurIPS 2023 poster
- Readers: Everyone
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors