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cs.LG2025
E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction
Saurabh Bodhe, Zhanguang Zhang, Atia Hamidizadeh +3
Pre-routing slack prediction remains a critical area of research in Electronic Design Automation (EDA). Despite numerous machine learning-based approaches targeting this task, ther…
cs.LG2022★ 2 cited
Semi-Supervised Junction Tree Variational Autoencoder for Molecular Property Prediction
Atia Hamidizadeh, Tony Shen, Martin Ester
Molecular Representation Learning is essential to solving many drug discovery and computational chemistry problems. It is a challenging problem due to the complex structure of mole…