@ARTICLE{
author={Niemi Roope,Petrovych Anastasiia,Ranjan Das Arghya,Lupi Enrico,Sun Chang,Danopoulos Dimitrios,Joshua Helbing Marlon,Liu Mia,Dittmeier Sebastian,Kagan Michael,Loncar Vladimir,Pierini Maurizio},
year={2026},
title={PQuantML: a tool for end-to-end hardware-aware model compression},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={7},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Danopoulos Dimitrios,Lupi Enrico,Sun Chang,Dittmeier Sebastian,Kagan Michael,Loncar Vladimir,Pierini Maurizio},
year={2026},
title={AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines},
journal={2026 IEEE 34TH ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM},
volume={},
number={},
pages={176-184},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Sun Chang,Que Zhiqiang,Loncar Vladimir,Luk Wayne,Spiropulu Maria},
year={2026},
title={da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAs},
journal={ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS},
volume={19},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Vaselli Francesco,Sun Chang,Aarrestad Thea,Danopoulos Dimitrios,Oskari Niemi Roope,Mikolaj Glowacki Maciej,Govorkova Katya,Loncar Vladimir,Pantaleo Felice,Pierini Maurizio},
year={2026},
title={It's not a FAD: first demonstration of flows for unsupervised anomaly detection at 40 MHz for use at the Large Hadron Collider},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={7},
number={2},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sun Chang,Que Zhiqiang,Arrestad Thea,Loncar Vladimir,Ngadiuba Jennifer,Luk Wayne,Spiropulu Maria},
year={2026},
title={HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs},
journal={PROCEEDINGS OF THE 2026 ACM/SIGDA INTERNATIONAL SYMPOSIUM ON FIELD PROGRAMMABLE GATE ARRAYS, FPGA 2026},
volume={},
number={},
pages={79-91},
document_type={Proceedings Paper},
}