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zhuomin chai

2 accepted papers

2025

DeepLayout: Learning Neural Representations of Circuit Placement Layout

ICML 2025poster

Recent advancements have integrated various deep-learning methodologies into physical design, aiming for workflows acceleration and surpasses human-devised solutions. However, prior research has primarily concentrated on developing task-specific networks, which necessitate a significant investment o…

Cited by 0SourcePDFScholar
2024

CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment

ICLR 2024poster

Integrated circuits or chips are key to enable computing in modern industry. Designing a chip relies on human experts to produce chip data through professional electronic design automation (EDA) software and complicated procedures. Nowadays, prompted by the wide variety of machine learning (ML) data…

Cited by 15SourcePDFScholar