Paper Citation Record · LEDGER

LLM-Aided Efficient Hardware Design Automation

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.18582.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2410.18582 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:58:06.861949Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7e9da787-bbc1-4f5f-adb2-f6460e9d9bb6 · inbound

VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency cites this paper.

VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency LLM-Aided Efficient Hardware Design Automation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T16:58:06.861949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189081b5-576b-49bb-8818-901e7df32c96 · inbound

FedChip: Federated LLM for Artificial Intelligence Accelerator Chip Design cites this paper.

FedChip: Federated LLM for Artificial Intelligence Accelerator Chip Design LLM-Aided Efficient Hardware Design Automation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:49:56.560376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17355918-b156-4716-a596-8f4725a7ce0c · inbound

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems cites this paper.

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems LLM-Aided Efficient Hardware Design Automation

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:11:52.609665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation db8c42d3-45c7-490f-8ad5-cf0c8f555ad0 · inbound

Large Language Models (LLMs) for Electronic Design Automation (EDA) cites this paper.

Large Language Models (LLMs) for Electronic Design Automation (EDA) LLM-Aided Efficient Hardware Design Automation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:17:26.433569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f321bd89-4314-46b0-b4da-e57a9998c89c · inbound

TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog cites this paper.

TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog LLM-Aided Efficient Hardware Design Automation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:31:14.827210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92f72082-fa42-411a-bb23-7456153e63c5 · inbound

OpenRTLSet: A Fully Open-Source Dataset for Large Language Model-based Verilog Module Design cites this paper.

OpenRTLSet: A Fully Open-Source Dataset for Large Language Model-based Verilog Module Design LLM-Aided Efficient Hardware Design Automation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:37:37.423280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d117019a-8d8d-450e-bc38-23aab243b931 · inbound

Surveying GenAI-based Automation in Printed Circuit Board Design and Test cites this paper.

Surveying GenAI-based Automation in Printed Circuit Board Design and Test LLM-Aided Efficient Hardware Design Automation

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-06-27T08:20:45.353989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f92535db-1834-460e-bdfc-a501644e1637 · inbound

VeriPilot: An LLM-Powered Verilog Debugging Framework cites this paper.

VeriPilot: An LLM-Powered Verilog Debugging Framework LLM-Aided Efficient Hardware Design Automation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:39:49.559264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48d9dff9-d619-4a2b-89d4-6bb784635aef · inbound

LLM for EDA in Front-End Design: Challenges and Opportunities cites this paper.

LLM for EDA in Front-End Design: Challenges and Opportunities LLM-Aided Efficient Hardware Design Automation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T01:43:21.579040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.