Daniela Sánchez Lopera

A Survey of Graph Neural Networks for Electronic Design Automation

Daniela Sánchez Lopera, Lorenzo Servadei, Gamze Naz Kiprit et al. · 2021 · 79 citations

A Comprehensive Survey on Electronic Design Automation and Graph Neural Networks: Theory and Applications

Daniela Sánchez Lopera, Lorenzo Servadei, Gamze Naz Kiprit et al. · ACM Transactions on Design Automation of Electronic Systems · 2022 · 41 citations

Engineering, Machine Learning, Electronic Design Automation +19

Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar

Lorenzo Servadei, Huawei Sun, Julius Ott et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 14 citations · Full text

Geometric Learning, Multiple Instance Learning, Engineering +17

RTL Delay Prediction Using Neural Networks

Daniela Sánchez Lopera, Lorenzo Servadei, Vishwa Priyanka Kasi et al. · 2021 · 14 citations

Hardware Modeling, Engineering, Computer Architecture +18

Applying GNNs to Timing Estimation at RTL

Daniela Sánchez Lopera, Wolfgang Ecker · Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design · 2022 · 14 citations

Engineering, Electronic Design Automation, Signoff Checks +18