activity
20242026
most citedChatModel: Automating Reference Model Design and Verification with LLMs

1 citations · 1 across the 2 of their papers we have counts for

collaborators

12 papers

cs.AR20261 cited

ChatModel: Automating Reference Model Design and Verification with LLMs

Jianmin Ye, Tianyang Liu, Qi Tian +3

As the complexity of integrated circuit designs continues to escalate, functional verification becomes increasingly challenging. Reference models, critical for accelerating the ver…

cs.AR2026

ZK-Tracer: A High-Performance Heterogeneous Accelerator for Zero-Knowledge VM Trace Generation

Jieran Cui, Zhengkai Wen, Haowen Fang +6

Zero-knowledge virtual machines (zkVMs) are a key technology for driving the large-scale adoption of zero-knowledge proofs (ZKP), but their performance bottlenecks severely limit t…

cs.AR2026

UVMarvel: an Automated LLM-aided UVM Machine for Subsystem-level RTL Verification

Junhao Ye, Dingrong Pan, Hanyuan Liu +7

Verification presents a major bottleneck in Integrated Circuit (IC) development, consuming nearly 70% of total effort. While the Universal Verification Methodology (UVM) improves r…

cs.AR2026

Automated SVA Generation with LLMs

Lik Tung Fu, Qihang Wang, Shaokai Ren +4

Functional verification remains a dominant cost in modern IC development, and SystemVerilog Assertions (SVAs) are critical for simulation-based monitoring and formal property check…

cs.AR2026

From Concept to Practice: an Automated LLM-aided UVM Machine for RTL Verification

Junhao Ye, Yuchen Hu, Ke Xu +8

Verification presents a major bottleneck in Integrated Circuit (IC) development, consuming nearly 70% of the total development effort. While the Universal Verification Methodology…

cs.AI2025

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications

Changwen Xing, SamZaak Wong, Xinlai Wan +9

While Large Language Models (LLMs) demonstrate immense potential for automating integrated circuit (IC) development, their practical deployment is fundamentally limited by restrict…