Paper Citation Record · LEDGER

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2401.12224.

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

pith.paper-citation-record.v1
2401.12224 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:23:21.491653Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:27:16.115110Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 92aac00a-03f6-4b4b-b5db-ffac3e9c80a6 · inbound

Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI cites this paper.

Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T15:23:21.491653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f92eb74-6c08-459f-8890-7932afb6eaa0 · inbound

APEX: An Extensible and Dynamism-Aware Simulator for Automated Parallel Execution in LLM Serving cites this paper.

APEX: An Extensible and Dynamism-Aware Simulator for Automated Parallel Execution in LLM Serving LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T11:57:23.697344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1339107-0090-4387-8bfa-adbc3f0a50cc · inbound

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation cites this paper.

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T04:43:33.358809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1eec0b-3af2-4ca5-9ab3-8d74d4e80280 · inbound

AGON: Automated Design Framework for Customizing Processors from ISA Documents cites this paper.

AGON: Automated Design Framework for Customizing Processors from ISA Documents LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T23:11:12.570308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1f8dd5-7a85-4661-b1ad-8f3dfb3e23ea · inbound

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs cites this paper.

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:53.613548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ca50d60-502e-4e9b-aa1a-39408121e351 · inbound

ORFS-agent: Tool-Using Agents for Chip Design Optimization cites this paper.

ORFS-agent: Tool-Using Agents for Chip Design Optimization LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:27:16.117828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fe1985aa-b6d8-4194-9392-71e1891993ad · inbound

VeriOpt: PPA-Aware High-Quality Verilog Generation via Multi-Role LLMs cites this paper.

VeriOpt: PPA-Aware High-Quality Verilog Generation via Multi-Role LLMs LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:34.453492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f9e474-3a5b-4ceb-af77-42e2b2743f7c · inbound

MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization cites this paper.

MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:21:43.832956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f267ef5e-131c-4125-a7eb-5b2803296976 · inbound

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code cites this paper.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:18.156104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9568c95-2848-4172-8f38-421d30711d06 · inbound

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions cites this paper.

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:01:31.376374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d50547d8-639e-4de6-94b3-d1999aa49d3e · inbound

TensorLift: Automatic Extraction of Tensor-Level ISA Semantics from Accelerator RTL via MLIR Semantic Lifting cites this paper.

TensorLift: Automatic Extraction of Tensor-Level ISA Semantics from Accelerator RTL via MLIR Semantic Lifting LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:46:20.351960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bcd9f4d9-9022-48db-9224-5b4b3c98a40d · inbound

AnalogRetriever: Learning Cross-Modal Representations for Analog Circuit Retrieval cites this paper.

AnalogRetriever: Learning Cross-Modal Representations for Analog Circuit Retrieval LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:31:14.188600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee476986-4191-4a15-a22a-c44c6dedf08c · inbound

HAVEN: Hybrid Automated Verification ENgine for UVM Testbench Synthesis with LLMs cites this paper.

HAVEN: Hybrid Automated Verification ENgine for UVM Testbench Synthesis with LLMs LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:36:29.750217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cfa36ba1-28a3-42e3-a052-540b81028e20 · inbound

Complexity Horizons of Compressed Models in Analog Circuit Analysis cites this paper.

Complexity Horizons of Compressed Models in Analog Circuit Analysis LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:31:06.220860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 58745426-af49-4f75-952d-ffdb744fcdf6 · inbound

When LLMs Over-Answer: Measuring and Mitigating Quality Issues in LLM-Based Hardware Description Language Question Answering cites this paper.

When LLMs Over-Answer: Measuring and Mitigating Quality Issues in LLM-Based Hardware Description Language Question Answering LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T19:12:12.409804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d213320-7245-44d6-8ff1-268e8f517ef7 · inbound

Can AI Agents Really Complete RTL-to-GDS? Lessons from Benchmarking Tool-Interactive EDA Workflows cites this paper.

Can AI Agents Really Complete RTL-to-GDS? Lessons from Benchmarking Tool-Interactive EDA Workflows LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T17:46:04.473092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc3f633-4ea4-4cf1-ad41-267585e2f580 · inbound

AgenticECO: An Agentic Framework for ECO on 3D Integrated Circuits cites this paper.

AgenticECO: An Agentic Framework for ECO on 3D Integrated Circuits LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T13:48:52.516149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.