collaborators

8 papers

cs.AR2026

Spec-Driven Hardware Evolution via Executable Contract Refinement and Proof-Guided RTL Update

Shibo Zhao, Yang Zhang, Mengxia Tao +6

Hardware development is inherently evolutionary: major revisions typically begin by changing intended behavior and then updating a previously validated implementation, rather than…

cs.SC2026

Arisca: A Parameterized Symbolic Algebra Framework for Arithmetic Circuit Verification

Kezhi Li, Min Li, Qiang Xu

Formal verification of highly optimized arithmetic circuits at the gate-level remains a significant challenge due to the state space explosion problem. Although Symbolic Computer A…

cs.AR2026

Miter-Aware LUT Mapping: Aligning Structure and Solvability for Efficient Logic Equivalence Checking

Jiaying Zhu, Zhengyuan Shi, Mengxia Tao +3

Logic Equivalence Checking (LEC), a fundamental hardware verification task, is often bottlenecked by synthesis-induced structural perturbations and XOR-dense regions that degrade S…

cs.AR2026

EquivFusion: Unifying Hardware Equivalence Checking from Algorithms to Netlists via MLIR

Jiaying Zhu, Baoqi Zhang, Mengxia Tao +4

Ensuring functional consistency between high-level algorithmic models and low-level hardware implementations is a critical challenge, particularly as modern design flows increasing…

cs.AR2025

AC-Refiner: Efficient Arithmetic Circuit Optimization Using Conditional Diffusion Models

Chenhao Xue, Kezhi Li, Jiaxing Zhang +7

Arithmetic circuits, such as adders and multipliers, are fundamental components of digital systems, directly impacting the performance, power efficiency, and area footprint. Howeve…

cs.LG2025

MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs

Chenchen Zhao, Zhengyuan Shi, Xiangyu Wen +19

The emergence of multimodal large language models (MLLMs) presents promising opportunities for automation and enhancement in Electronic Design Automation (EDA). However, comprehens…