Paper Citation Record · LEDGER

RTL++: Graph-enhanced LLM for RTL Code Generation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2505.13479.

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

pith.paper-citation-record.v1
2505.13479 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:40:15.702642Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:56:34.651017Z

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 4002d0c8-0195-4812-8013-d651e65399ab · inbound

DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs cites this paper.

DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:40:15.702642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a10dbe5d-33bc-403b-998a-2880c8229865 · inbound

VerilogDB: The Largest, Highest-Quality Dataset with a Preprocessing Framework for LLM-based RTL Generation cites this paper.

VerilogDB: The Largest, Highest-Quality Dataset with a Preprocessing Framework for LLM-based RTL Generation RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:54:01.135603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b659837-5d7c-425a-b77b-784d77b459ee · inbound

TimelyHLS: LLM-Based Timing-Aware and Architecture-Specific FPGA HLS Optimization cites this paper.

TimelyHLS: LLM-Based Timing-Aware and Architecture-Specific FPGA HLS Optimization RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:04.944107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb52469-5d7d-4b55-9785-aa958f9f930f · inbound

MACO: A Multi-Agent LLM Framework for Automated CGRA Hardware/Software Co-Design cites this paper.

MACO: A Multi-Agent LLM Framework for Automated CGRA Hardware/Software Co-Design RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T16:31:32.475251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 869a73da-f650-42f6-adc5-dd29e74dada0 · inbound

SafeTune: Mitigating Data Poisoning in LLM Fine-Tuning for RTL Code Generation cites this paper.

SafeTune: Mitigating Data Poisoning in LLM Fine-Tuning for RTL Code Generation RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:36:26.580465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7252fa3-7c8f-4a3b-9413-0748c382302e · inbound

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges cites this paper.

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:51:26.667352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c57c413-e0d6-4b1b-b415-aff54724ac05 · inbound

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges cites this paper.

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:12:58.759395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5fdfad5-b8e3-4cdd-96f1-3dade813bfc6 · inbound

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges cites this paper.

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:59:55.406683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad2ac106-b284-4f5e-b59c-cbc1727a34a0 · inbound

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges cites this paper.

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:05:46.819888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90f07db2-e68c-4961-8395-62e1347ff294 · inbound

StepPRM-RTL: Stepwise Process-Reward Guided LLM Fine-Tuning for Enhanced RTL Synthesis cites this paper.

StepPRM-RTL: Stepwise Process-Reward Guided LLM Fine-Tuning for Enhanced RTL Synthesis RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:56:34.652684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c255d8b9-0d72-447b-8e95-137867ab2117 · inbound

Hardware Design and Security in the Era of Chiplets and LLMs cites this paper.

Hardware Design and Security in the Era of Chiplets and LLMs RTL++: Graph-enhanced LLM for RTL Code Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T10:13:18.224348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.