Francesco Tonin

9 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

ICML ×4 NeurIPS ×3 AAAI ×1 ICLR ×1

Frequent coauthors

Volkan Cevher

×6

Johan A. K. Suykens

×4

Yongtao Wu

×3

Alex Lambert

×2

Elías Abad-Rocamora

×2

Leyla Naz Candogan

×2

Qinghua Tao

×2

Yingyi Chen

×2

Panagiotis Patrinos

×2

Wanyun Xie

×1

Mete Erdogan

×1

Arshia Afzal

×1

Papers

Accelerating Spectral Clustering under Fairness Constraints
ICML 2025 · Francesco Tonin,
Alex Lambert
,
Johan A. K. Suykens
,
Volkan Cevher
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
ICML 2025 ·
Wanyun Xie
, Francesco Tonin,
Volkan Cevher
Efficient Large Language Model Inference with Neural Block Linearization
NeurIPS 2025 ·
Mete Erdogan
, Francesco Tonin,
Volkan Cevher
Linear Attention for Efficient Bidirectional Sequence Modeling
NeurIPS 2025 ·
Arshia Afzal
,
Elías Abad-Rocamora
,
Leyla Naz Candogan
,
Pol Puigdemont
, Francesco Tonin,
Yongtao Wu
,
Mahsa Shoaran
,
Volkan Cevher
Quantum-PEFT: Ultra parameter-efficient fine-tuning
ICLR 2025 ·
Toshiaki Koike-Akino
, Francesco Tonin,
Yongtao Wu
,
Frank Zhengqing Wu
,
Leyla Naz Candogan
,
Volkan Cevher
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method
ICML 2024 ·
Qinghua Tao
, Francesco Tonin,
Alex Lambert
,
Yingyi Chen
,
Panagiotis Patrinos
,
Johan A. K. Suykens
Membership Inference Attacks against Large Vision-Language Models
NeurIPS 2024 ·
Zhan Li
,
Yongtao Wu
,
Yihang Chen
, Francesco Tonin,
Elías Abad-Rocamora
,
Volkan Cevher
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
ICML 2024 ·
Yingyi Chen
,
Qinghua Tao
, Francesco Tonin,
Johan A. K. Suykens
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification
AAAI 2024 ·
Sonny Achten
, Francesco Tonin,
Panagiotis Patrinos
,
Johan A. K. Suykens