Paper Citation Record · LEDGER

VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2504.03723.

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

pith.paper-citation-record.v1
2504.03723 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:43:01.837839Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T22:23:15.322246Z

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 a062c18c-e004-42bb-849d-172756067885 · inbound

ProtocolLLM: RTL Benchmark for SystemVerilog Generation of Communication Protocols cites this paper.

ProtocolLLM: RTL Benchmark for SystemVerilog Generation of Communication Protocols VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:36.178869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a1d96cc-e2e9-49e7-bb62-dec476a6fa88 · 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 VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:34.459558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 945924ee-ef2e-4930-98a8-2b695c576608 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 268

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:23:15.325383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d38ddf72-0ea4-42de-853b-17fa515f13fb · inbound

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects cites this paper.

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T12:52:01.510274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeea3e63-ef4e-4555-b11d-eea21f833a1c · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:18:20.218722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 781fda5d-600f-414d-a841-777702c99738 · inbound

ChipCraftBrain: Validation-First RTL Generation via Multi-Agent Orchestration cites this paper.

ChipCraftBrain: Validation-First RTL Generation via Multi-Agent Orchestration VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:36:08.301599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f05263ad-147e-4b15-a3ea-602a15f86579 · inbound

Spec-Driven Hardware Evolution via Executable Contract Refinement and Proof-Guided RTL Update cites this paper.

Spec-Driven Hardware Evolution via Executable Contract Refinement and Proof-Guided RTL Update VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T04:43:01.837839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.