From the 1 of 16 linked papers with an AI index.
16 papers
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…
CircuitProver: Agentic Lean 4 Theorem Proving with Reusable Circuit Proof Library for Hardware Verification
Ziyi Yang, Wenji Fang, Chen Chen +2
CircuitProver is a Lean 4‑based framework that automatically translates parameterized hardware designs and their natural‑language specifications into formal models and uses an agen…
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…
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…
RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models
Jing Wang, Shang Liu, Wenji Fang +3
LLM-based RTL generation and reasoning is a promising direction for hardware design automation. High-quality benchmarks are critical infrastructure for tracking progress in this di…
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…