Leyla Naz Candogan

PhD student, EDIC, EPFL - EPF Lausanne

Joined

January 2024

Names

Leyla Naz Candogan (Preferred)

Emails

****@epfl.ch (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

EDIC, EPFL - EPF Lausanne (epfl.ch)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Volkan Cevher

2023 – Present

Expertise

No areas of expertise listed

Publications

Space Filling Curves as Spatial Priors for Small or Data-Scarce Vision Transformers
Leyla Naz Candogan, Arshia Afzal, Pol Puigdemont, Volkan Cevher
- Submitted to ICLR 2026
- Readers: Everyone
Linear Attention for Efficient Bidirectional Sequence Modeling
Arshia Afzal, Elias Abad Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher
- NeurIPS 2025 poster
- Readers: Everyone
Quantum-PEFT: Ultra parameter-efficient fine-tuning
Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Frank Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher
- CoRR 2025
- Readers: Everyone
Single-pass Detection of Jailbreaking Input in Large Language Models
Leyla Naz Candogan, Yongtao Wu, Elías Abad-Rocamora, Grigorios G. Chrysos, Volkan Cevher
- CoRR 2025
- Readers: Everyone
Linear Attention for Efficient Bidirectional Sequence Modeling
Arshia Afzal, Elías Abad-Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher
- CoRR 2025
- Readers: Everyone
Single-pass Detection of Jailbreaking Input in Large Language Models
Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher
- Accepted by TMLR
- Readers: Everyone
Quantum-PEFT: Ultra parameter-efficient fine-tuning
Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Frank Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher
- ICLR 2025 Poster
- Readers: Everyone
LION: A bidirectional framework that trains like a Transformer and infers like an RNN
Arshia Afzal, Elias Abad Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher
- Submitted to ICLR 2025
- Readers: Everyone
Quantum-PEFT: Ultra parameter-efficient fine-tuning
Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Leyla Naz Candogan, Volkan Cevher
- ES-FoMo-II 2024 Poster
- Readers: Everyone

View all 11 publications