Paper Citation Record · LEDGER

LLM for EDA in Front-End Design: Challenges and Opportunities

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.09616.

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

pith.paper-citation-record.v1
2607.09616 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T01:43:21.579040Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf21a102-9a61-4f94-b654-f230d9e5b251 · outbound

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

LLM for EDA in Front-End Design: Challenges and Opportunities SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model,

Reference 1

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9485b45d-8e27-40a5-82ab-39aa169926c7 · outbound

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

LLM for EDA in Front-End Design: Challenges and Opportunities ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 2

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5786cd2d-98c4-4efa-8fe0-28d8e268b250 · outbound

This paper cites Invited Paper: VerilogEval: Evaluating Large Language Models for Verilog Code Generation,.

LLM for EDA in Front-End Design: Challenges and Opportunities Invited Paper: VerilogEval: Evaluating Large Language Models for Verilog Code Generation,

Reference 3

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b2b0b47-0dae-427a-af2d-45d4096ef8d1 · outbound

This paper cites LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation,.

LLM for EDA in Front-End Design: Challenges and Opportunities LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation,

Reference 4

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8cafce-8a36-4041-a627-1da52dab6d01 · outbound

This paper cites ChatEDA: A Large Language Model Powered Autonomous Agent for EDA,.

LLM for EDA in Front-End Design: Challenges and Opportunities ChatEDA: A Large Language Model Powered Autonomous Agent for EDA,

Reference 5

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e665dff-d5e2-45d4-a13f-d15bd3271b71 · outbound

This paper cites Towards LLM-based Root Cause Analysis of Hardware Design Failures,.

LLM for EDA in Front-End Design: Challenges and Opportunities Towards LLM-based Root Cause Analysis of Hardware Design Failures,

Reference 6

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9f237c-0121-4d8a-b68d-ec6983d7ca8c · outbound

This paper cites EDA-Debugger: An LLM- Based Framework for Automated EDA Runtime Issue Resolution,.

LLM for EDA in Front-End Design: Challenges and Opportunities EDA-Debugger: An LLM- Based Framework for Automated EDA Runtime Issue Resolution,

Reference 7

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c4d3afe-e66f-4a01-a56b-652af48169e1 · outbound

This paper cites OpenClaw,.

LLM for EDA in Front-End Design: Challenges and Opportunities OpenClaw,

Reference 8

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 193ea624-7558-472f-9e33-c56b2445e603 · outbound

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

LLM for EDA in Front-End Design: Challenges and Opportunities MEIC: Re-thinking RTL Debug Automation using LLMs,

Reference 9

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites LLM-Aided Efficient Hardware Design Automation.

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.

Observation 4a655fbc-a394-485b-9f35-e67cb9894421 · outbound

This paper cites AutoBench: Au- tomatic Testbench Generation and Evaluation Using LLMs for HDL Design,.

LLM for EDA in Front-End Design: Challenges and Opportunities AutoBench: Au- tomatic Testbench Generation and Evaluation Using LLMs for HDL Design,

Reference 11

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d23fdd-ede5-4458-bf06-52f828a43332 · outbound

This paper cites CorrectBench: Automatic Testbench Generation with Functional Self-Correction using LLMs for HDL Design,.

LLM for EDA in Front-End Design: Challenges and Opportunities CorrectBench: Automatic Testbench Generation with Functional Self-Correction using LLMs for HDL Design,

Reference 12

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed929996-4df4-48cc-bd26-0cdbe7bbeedf · outbound

This paper cites Con- fiBench: Automatic Testbench Generation with Confidence-Based Scenario Mask and Testbench Ensemble using LLMs for HDL Design,.

LLM for EDA in Front-End Design: Challenges and Opportunities Con- fiBench: Automatic Testbench Generation with Confidence-Based Scenario Mask and Testbench Ensemble using LLMs for HDL Design,

Reference 13

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01738dcd-9d8b-4897-9367-14648e9814ba · outbound

This paper cites Exploring Code Language Models for Automated HLS-based Hardware Generation: Bench- mark, Infrastructure and Analysis,.

LLM for EDA in Front-End Design: Challenges and Opportunities Exploring Code Language Models for Automated HLS-based Hardware Generation: Bench- mark, Infrastructure and Analysis,

Reference 14

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56986d5c-0f35-4c67-ae5e-11e7a52c3d7d · outbound

This paper cites FPGA HLS Today: Successes, Challenges, and Opportunities,.

LLM for EDA in Front-End Design: Challenges and Opportunities FPGA HLS Today: Successes, Challenges, and Opportunities,

Reference 15

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee241cc-3382-406c-87ab-3d5e51eca034 · outbound

This paper cites Are We There Yet? A Study on the State of High-Level Synthesis,.

LLM for EDA in Front-End Design: Challenges and Opportunities Are We There Yet? A Study on the State of High-Level Synthesis,

Reference 16

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d812a041-b8aa-444e-b85b-406f13409de3 · outbound

This paper cites AssertLLM: Generating Hardware Verification Assertions from Design Specifications via Multi-LLMs,.

LLM for EDA in Front-End Design: Challenges and Opportunities AssertLLM: Generating Hardware Verification Assertions from Design Specifications via Multi-LLMs,

Reference 17

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e1df89-6a78-4171-9270-543b57b73c2b · outbound

This paper cites Invited: Agentic AI for Physi- cal Design R&D: Status and Prospects,.

LLM for EDA in Front-End Design: Challenges and Opportunities Invited: Agentic AI for Physi- cal Design R&D: Status and Prospects,

Reference 18

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 442eaae7-cad1-4e9f-b777-6b096fa7bdb4 · outbound

This paper cites VRank: Enhancing Verilog Code Generation from LLMs via Self-Consistency,.

LLM for EDA in Front-End Design: Challenges and Opportunities VRank: Enhancing Verilog Code Generation from LLMs via Self-Consistency,

Reference 19

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58167cb-675b-4314-a928-e9630384856c · outbound

This paper cites VFocus: Better Verilog Gener- ation from Large Language Model via Focused Reasoning,.

LLM for EDA in Front-End Design: Challenges and Opportunities VFocus: Better Verilog Gener- ation from Large Language Model via Focused Reasoning,

Reference 20

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f8dcaa8-ee48-4903-9fc5-69f5c877f9ee · outbound

This paper cites Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models,.

LLM for EDA in Front-End Design: Challenges and Opportunities Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models,

Reference 21

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 303662e3-6b9a-4bc4-9f7e-18b30d2e3bed · outbound

This paper cites HLSTester: Efficient Testing of Behavioral Discrepancies with LLMs for High-Level Synthesis,.

LLM for EDA in Front-End Design: Challenges and Opportunities HLSTester: Efficient Testing of Behavioral Discrepancies with LLMs for High-Level Synthesis,

Reference 22

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d74036b-a119-48d9-9c20-fed9814aa97a · outbound

This paper cites HLSRewriter: Efficient Refactoring and Optimization of C/C++ Code with LLMs for High-Level Synthesis,.

LLM for EDA in Front-End Design: Challenges and Opportunities HLSRewriter: Efficient Refactoring and Optimization of C/C++ Code with LLMs for High-Level Synthesis,

Reference 23

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15827f62-893c-4e28-9191-f0dd6b7b39b3 · outbound

This paper cites Logic Design of Neural Networks for High-Throughput and Low- Power Applications,.

LLM for EDA in Front-End Design: Challenges and Opportunities Logic Design of Neural Networks for High-Throughput and Low- Power Applications,

Reference 24

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ddc8a48-965b-4f7e-8442-267baf920627 · outbound

This paper cites Revolution or Hype? Seeking the Limits of Large Models in Hardware Design,.

LLM for EDA in Front-End Design: Challenges and Opportunities Revolution or Hype? Seeking the Limits of Large Models in Hardware Design,

Reference 26

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101a987b-07ad-4ec8-8fe4-81eb833eae60 · outbound

This paper cites HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task,.

LLM for EDA in Front-End Design: Challenges and Opportunities HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task,

Reference 27

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bdb737b-39a7-4aa0-bcaf-8e90f1941087 · outbound

This paper cites CorrectHDL: Agentic HDL Design with LLMs Leveraging High-Level Synthesis as Reference,.

LLM for EDA in Front-End Design: Challenges and Opportunities CorrectHDL: Agentic HDL Design with LLMs Leveraging High-Level Synthesis as Reference,

Reference 28

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b27ee42-053c-45da-bc05-078112e40a64 · outbound

This paper cites Large Language Models (LLMs) for Electronic Design Automation (EDA) : Special Session Paper,.

LLM for EDA in Front-End Design: Challenges and Opportunities Large Language Models (LLMs) for Electronic Design Automation (EDA) : Special Session Paper,

Reference 29

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.