LIONS @ ICLR 2025

© 2025 EPFL
7 papers from the LIONS group have been accepted to the 2025 edition of ICLR conference. Congratulations to all!
This year ICLR conference will be held in Singapore, from 24-28 April.
Below is a list of ICLR 2025 papers with at least one LIONS author:
- Adversarial Training for Defense Against Label Poisoning Attacks by Melis Ilayda Bal, Volkan Cevher, Michael Muehlebach
- Certified Robustness Under Bounded Levenshtein Distance by Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher
- Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling by Aram Davtyan, Leello Tadesse Dadi, Volkan Cevher, Paolo Favaro
- Efficient Interpolation between Extragradient and Proximal Methods for Weak MVIs by Thomas Pethick, Ioannis Mavrothalassitis, Volkan Cevher
- Addressing Label Shift in Distributed Learning via Entropy Regularization by Zhiyuan Wu, Changkyu Choi, Xiangcheng Cao, Volkan Cevher, Ali Ramezani-Kebrya
- How do students become teachers: A dynamical analysis for two-layer neural networks by Zhenyu Zhu, Fanghui Liu, Volkan Cevher
- Quantum-PEFT: Ultra parameter-efficient fine-tuning by Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher