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20242026
most citedLocation is Key: Leveraging Large Language Model for Functional Bug Localization in Verilog

2 citations · 12 across the 18 of their papers we have counts for

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Showing 2026Show all

5 papers · 1 filter

cs.AR2026

Evidence-Guided Repository-Level RTL Repair

Yuxin Du, Juxin Niu, Zhe Jiang +1

Repository-level RTL repair must localize a failure that spans files, modules, and clock cycles, then propagate the fix consistently. Existing methods reason over source code, whic…

cs.AR2026

SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback

Yuxin Du, Juxin Niu, Tao Hu +3

RTL code generation is a critical stage in hardware design, and the emergence of agentic systems offers new opportunities to automate this process. To generate correct RTL code, ag…

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

ChatSVA: Bridging SVA Generation for Hardware Verification via Task-Specific LLMs

Lik Tung Fu, Jie Zhou, Shaokai Ren +6

Functional verification consumes over 50% of the IC development lifecycle, where SystemVerilog Assertions (SVAs) are indispensable for formal property verification and enhanced sim…