Paper Citation Record · LEDGER

A Survey of Research in Large Language Models for Electronic Design Automation

As of 23 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 3 inbound Pith citation observations for arXiv:2501.09655.

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

pith.paper-citation-record.v1
2501.09655 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:49:55.729628Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:04:05.442557Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T06:54:01.179789Z

Reference resolution

66 of 66 outbound references displayed

verified exact3
verified fuzzy1
unresolved62
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation adc91ebd-739e-4df8-ba6e-4c00945fa425 · outbound

This paper cites GPT-4 Technical Report.

A Survey of Research in Large Language Models for Electronic Design Automation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.431379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c4747d1-5fba-440f-ba33-cf1ade631765 · outbound

This paper cites Pixtral 12B.

A Survey of Research in Large Language Models for Electronic Design Automation Pixtral 12B

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.436834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc43aa67-c932-4f5d-ac6f-bcbf33f4d5f3 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.827295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b1c9b012-07a8-43bb-8956-df367682df35 · outbound

This paper cites Chip-Chat: Challenges and Opportunities in Conversational Hardware Design.

A Survey of Research in Large Language Models for Electronic Design Automation Chip-Chat: Challenges and Opportunities in Conversational Hardware Design

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.451294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 485a3f66-83b8-4daa-b96c-e70b6021e043 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.456667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f2a567d-2242-4efc-aebf-98db1846e69a · outbound

This paper cites GraphLLM: Boosting Graph Reasoning Ability of Large Language Model.

A Survey of Research in Large Language Models for Electronic Design Automation GraphLLM: Boosting Graph Reasoning Ability of Large Language Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.461616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f5d5796-85e5-49a1-af7b-1ae93ba7e965 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.805278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7dee6908-8d18-4a19-ada2-f5976064259a · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.790097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 14ab1386-213d-41c2-9084-384b42ae03cd · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.474802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 207043aa-40f1-476e-a074-b5dcc68d4cc6 · outbound

This paper cites LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation.

A Survey of Research in Large Language Models for Electronic Design Automation LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.479152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0e3db8-0f02-46c6-a9ec-440f114ea857 · outbound

This paper cites DocEDA: Automated Extraction and Design of Analog Circuits from Documents with Large Language Model.

A Survey of Research in Large Language Models for Electronic Design Automation DocEDA: Automated Extraction and Design of Analog Circuits from Documents with Large Language Model

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.483380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ef0d1f-0e70-48b7-9e6d-78f0231c85c2 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.487823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db484c98-fb4b-4686-861a-0d0530275e92 · outbound

This paper cites A Deep Learning Framework for Verilog Autocompletion Towards Design and Verification Automation.

A Survey of Research in Large Language Models for Electronic Design Automation A Deep Learning Framework for Verilog Autocompletion Towards Design and Verification Automation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.492762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55720e96-b8d6-4b57-8b96-cf184ea32fb8 · outbound

This paper cites Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS.

A Survey of Research in Large Language Models for Electronic Design Automation Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.497135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb9f18b-49bd-4ecc-8863-9e52ef48132a · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

A Survey of Research in Large Language Models for Electronic Design Automation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.501458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b75f361-0216-487e-b47e-bab6cdad63d1 · outbound

This paper cites The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms.

A Survey of Research in Large Language Models for Electronic Design Automation The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.505673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5352278-e57f-487a-987b-9204daad3ba8 · outbound

This paper cites Verykios.

A Survey of Research in Large Language Models for Electronic Design Automation Verykios

Reference 18

Resolution: verified exact; doi, observed 2026-08-10T19:49:55.768854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 110b38c7-014b-482a-9bc4-0d3760483cca · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.515592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf33d63-c951-4be3-93c8-239676790d3a · outbound

This paper cites From English to ASIC: Hardware Implementation with Large Language Model.

A Survey of Research in Large Language Models for Electronic Design Automation From English to ASIC: Hardware Implementation with Large Language Model

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-10T19:49:56.264371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d484d555-a988-4afc-b952-2879f87ca190 · outbound

This paper cites The Llama 3 Herd of Models.

A Survey of Research in Large Language Models for Electronic Design Automation The Llama 3 Herd of Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.524746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf2d779-9630-45ba-9a62-99bfca7ab678 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

A Survey of Research in Large Language Models for Electronic Design Automation DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.528914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c4dfe3-e16b-4d83-9d80-fe77006b5958 · outbound

This paper cites G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.

A Survey of Research in Large Language Models for Electronic Design Automation G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.533403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e02a38e-0f78-4aa3-912f-30cadc15a20b · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.762617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 77db33f5-c501-4fab-992f-6774ed144d3c · outbound

This paper cites Large Language Model (LLM) for Standard Cell Layout Design Optimization.

A Survey of Research in Large Language Models for Electronic Design Automation Large Language Model (LLM) for Standard Cell Layout Design Optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.542710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ce78c31-8904-4095-9112-6c6646837950 · outbound

This paper cites VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool.

A Survey of Research in Large Language Models for Electronic Design Automation VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.547693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b3d32a-f83a-41a0-9ebd-ab8182c58540 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.552578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eac87ae-8cde-4c55-93a0-527683b4927e · outbound

This paper cites Mistral 7B.

A Survey of Research in Large Language Models for Electronic Design Automation Mistral 7B

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.556994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf693ca-7512-4b01-9104-102b05be5b08 · outbound

This paper cites AnalogCoder: Analog Circuit Design via Training-Free Code Generation.

A Survey of Research in Large Language Models for Electronic Design Automation AnalogCoder: Analog Circuit Design via Training-Free Code Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.560989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a6ca73d-692e-402d-9b5d-0c838d012056 · outbound

This paper cites SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model.

A Survey of Research in Large Language Models for Electronic Design Automation SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.566058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab1eae3-f722-4883-acd2-cc5ca4322825 · outbound

This paper cites Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism.

A Survey of Research in Large Language Models for Electronic Design Automation Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.570087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ae5d08-3ad5-4f1d-9a57-6306262f2cf2 · outbound

This paper cites LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design.

A Survey of Research in Large Language Models for Electronic Design Automation LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.575343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd2a899-aee2-4558-a0d8-745fe79052a0 · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

A Survey of Research in Large Language Models for Electronic Design Automation ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.580207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabd6aa4-beb7-4e04-831d-a927cd08571f · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.585189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a047fb-eb62-4385-9b57-9f1187ce0584 · outbound

This paper cites RTLCoder: Outperforming GPT-3.5 in Design RTL Generation with Our Open-Source Dataset and Lightweight Solution.

A Survey of Research in Large Language Models for Electronic Design Automation RTLCoder: Outperforming GPT-3.5 in Design RTL Generation with Our Open-Source Dataset and Lightweight Solution

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.589893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba44d707-69e4-4856-a443-415cd7a75c30 · outbound

This paper cites RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model.

A Survey of Research in Large Language Models for Electronic Design Automation RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.594550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcc98363-303e-4472-b0f1-a88cf8f8a6e2 · outbound

This paper cites VerilogReader: LLM-Aided Hardware Test Generation.

A Survey of Research in Large Language Models for Electronic Design Automation VerilogReader: LLM-Aided Hardware Test Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.598737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5701a426-23ff-4735-9404-91215a7dc182 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.742063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb20bfca-c923-4f4b-adfa-4087d3359473 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.728661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e8dfca92-3cf7-4e31-8b1c-023d3bb5e3bc · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.610552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076d4399-db19-42d4-aaba-444c67f006d6 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.702284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76ff3d70-1bf6-4566-9ac2-ec1a82b881f9 · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

A Survey of Research in Large Language Models for Electronic Design Automation CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.618323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 482a59c0-b8b1-4408-97a4-be586d43bf17 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.622875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6d237d-41f5-4bc3-9638-2310f67e17ca · outbound

This paper cites BetterV: Controlled Verilog Generation with Discriminative Guidance.

A Survey of Research in Large Language Models for Electronic Design Automation BetterV: Controlled Verilog Generation with Discriminative Guidance

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.626599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6ae2f03-9f0e-4afd-906e-203c229a4cec · outbound

This paper cites Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation.

A Survey of Research in Large Language Models for Electronic Design Automation Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.631028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eac4f50-0793-4621-9399-b4d797c76180 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.675669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 857d481a-06fa-4eee-80dc-58f835225815 · outbound

This paper cites Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA.

A Survey of Research in Large Language Models for Electronic Design Automation Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.638881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f34b5499-7e1e-45ed-89ea-74c3b75c6acc · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.643341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1feab1d3-cc4e-495b-b9af-9cbc990f6955 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.646888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63375ed-84e9-44a2-9705-e00bb43eafc4 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.651301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b31efec-6aaa-450d-aa4e-59c76695df64 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.639289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e0ee390f-ac15-48b2-b3a6-e96972f52c8c · outbound

This paper cites Zero-Shot RTL Code Generation with Attention Sink Augmented Large Language Models.

A Survey of Research in Large Language Models for Electronic Design Automation Zero-Shot RTL Code Generation with Attention Sink Augmented Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.659753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36be01f2-dac7-4449-9f1a-1f00387e3b66 · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.664040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd8c888-8004-428d-be74-a79d40c38caf · outbound

This paper cites Chhabria, and Austin Rovinski.

A Survey of Research in Large Language Models for Electronic Design Automation Chhabria, and Austin Rovinski

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.668475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 181e807f-f182-4ca5-80f5-2df9df443598 · outbound

This paper cites Rethinking Interpretability in the Era of Large Language Models.

A Survey of Research in Large Language Models for Electronic Design Automation Rethinking Interpretability in the Era of Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.672359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce4b9ff-c370-4654-a3a3-ced9e96dfe53 · outbound

This paper cites LLoCO: Learning Long Contexts Offline.

A Survey of Research in Large Language Models for Electronic Design Automation LLoCO: Learning Long Contexts Offline

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.676267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73502bd1-4bf8-4f14-bed7-e52c90d1c474 · outbound

This paper cites CodeGemma: Open Code Models Based on Gemma.

A Survey of Research in Large Language Models for Electronic Design Automation CodeGemma: Open Code Models Based on Gemma

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.680920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df4e54b6-49d7-4f69-98de-26cf933a8f4c · outbound

This paper cites an unresolved cited work.

A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:49:56.613687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ad8607d-4d05-4b4d-bce6-d43dae9036eb · outbound

This paper cites AutoChip: Automating HDL Generation Using LLM Feedback.

A Survey of Research in Large Language Models for Electronic Design Automation AutoChip: Automating HDL Generation Using LLM Feedback

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:55.692159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f3d5ba-8677-47a0-afaa-516fe87619cd · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A Survey of Research in Large Language Models for Electronic Design Automation LLaMA: Open and Efficient Foundation Language Models

Reference 60

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A Survey of Research in Large Language Models for Electronic Design Automation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 61

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A Survey of Research in Large Language Models for Electronic Design Automation Unresolved cited work

Reference 62

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A Survey of Research in Large Language Models for Electronic Design Automation Chhabria

Reference 63

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This paper cites MEIC: Re-thinking RTL Debug Automation using LLMs.

A Survey of Research in Large Language Models for Electronic Design Automation MEIC: Re-thinking RTL Debug Automation using LLMs

Reference 64

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This paper cites On the Viability of using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators.

A Survey of Research in Large Language Models for Electronic Design Automation On the Viability of using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators

Reference 65

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A Survey of Research in Large Language Models for Electronic Design Automation ReAct: Synergizing Reasoning and Acting in Language Models

Reference 66

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This paper cites ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models.

A Survey of Research in Large Language Models for Electronic Design Automation ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models

Reference 67

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CircuitLM: A Multi-Agent LLM-Aided Design Framework for Generating Circuit Schematics from Natural Language Prompts cites this paper.

CircuitLM: A Multi-Agent LLM-Aided Design Framework for Generating Circuit Schematics from Natural Language Prompts A Survey of Research in Large Language Models for Electronic Design Automation

Reference 12

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

Complexity Horizons of Compressed Models in Analog Circuit Analysis A Survey of Research in Large Language Models for Electronic Design Automation

Reference 2

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Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development cites this paper.

Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development A Survey of Research in Large Language Models for Electronic Design Automation

Reference 32

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