most citedPICBench: Benchmarking LLMs for Photonic Integrated Circuits Design

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cs.AR2026

LEAP: A Self-Supervised Per-Cycle Toggle Propagation Model Supports Fast, Transferable, and Early Analysis of Layout Power

Wenkai Li, Yuchao Wu, Ziyan Guo +4

Accurate power analysis is critical in VLSI design, as it directly impacts power optimization strategies. However, traditional approaches are often hindered by the substantial runt…

cs.AR2026

RTL-Sequencer: Towards Scalable RTL Timing Prediction with the Sequence-based Paradigm

Ziyan Guo, Wenji Fang, Wenkai Li +3

Accurate timing prediction at the register-transfer level (RTL) is a longstanding challenge in design automation. Existing graph-based methods struggle with limited receptive field…

cs.AR2026

ComPart: Community-Guided Post-Coarsening for High-Quality Hypergraph Partitioning

Yugao Zhu, Zhicheng Guo, Yuchao Wu +3

Hypergraph partitioning is a critical step in the design of complex embedded systems, essential for optimizing task mapping on heterogeneous MPSoCs and enabling multi-FPGA prototyp…

cs.AR2026

AssertLLM2: A Comprehensive LLM Benchmark for Assertion Generation from Design Specifications

Yuchao Wu, Wenji Fang, Jing Wang +3

Assertion-based verification (ABV) is a cornerstone of modern hardware design, yet manually translating design intent into formal SystemVerilog Assertions (SVAs) remains labor-inte…

cs.AR2025

A Survey of Circuit Foundation Model: Foundation AI Models for VLSI Circuit Design and EDA

Wenji Fang, Jing Wang, Yao Lu +4

Artificial intelligence (AI)-driven electronic design automation (EDA) techniques have been extensively explored for VLSI circuit design applications. Most recently, foundation AI…