Paper Citation Record · LEDGER

Generating CAD Code with Vision-Language Models for 3D Designs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2410.05340.

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

pith.paper-citation-record.v1
2410.05340 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:34:16.028002Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f4236d47-a5da-4c08-bbea-41b015da62f2 · inbound

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation cites this paper.

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:16.028002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff68951-5c18-4b74-9eea-4b8a68795bf0 · inbound

Conversational Interfaces for Parametric Conceptual Architectural Design: Integrating Mixed Reality with LLM-driven Interaction cites this paper.

Conversational Interfaces for Parametric Conceptual Architectural Design: Integrating Mixed Reality with LLM-driven Interaction Generating CAD Code with Vision-Language Models for 3D Designs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:23.659644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb4fcff-e8b5-479e-bbd1-4f74afc2fd53 · inbound

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent cites this paper.

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent Generating CAD Code with Vision-Language Models for 3D Designs

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-19T01:11:57.261201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdfb9633-41bf-4be9-abe3-0b5b31cfbf37 · inbound

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent cites this paper.

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent Generating CAD Code with Vision-Language Models for 3D Designs

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:05:43.491910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e82e08f-47c0-47e2-a1b8-92f86fd61d90 · inbound

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models cites this paper.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Generating CAD Code with Vision-Language Models for 3D Designs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.828897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c8a952-1a5a-4a4a-ad60-ccf813b307c7 · inbound

Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edges & Faces Selection cites this paper.

Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edges & Faces Selection Generating CAD Code with Vision-Language Models for 3D Designs

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:30:09.847149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30a09584-7a0b-439c-96f0-728a1799cdc4 · inbound

CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation cites this paper.

CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.578709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edd72407-27a0-42d3-b667-324b18231d38 · inbound

CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation cites this paper.

CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:55:46.010285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fe9031d-ab73-46ef-80bb-2ba86c57e50e · inbound

Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback cites this paper.

Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback Generating CAD Code with Vision-Language Models for 3D Designs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:42:50.481172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f6a99b8b-9aaa-42d2-835d-19b7708fe216 · inbound

Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback cites this paper.

Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback Generating CAD Code with Vision-Language Models for 3D Designs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:25:01.089309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 143ea27a-9fd7-44b5-a7e4-c3ff52c0283d · inbound

CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation cites this paper.

CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:43:15.001195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebb946fe-dd72-47ab-aa64-cb5007592f6e · inbound

Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design cites this paper.

Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design Generating CAD Code with Vision-Language Models for 3D Designs

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:58:04.744118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 934f92b6-a586-459e-b072-3730ec8fa315 · inbound

Memory-Augmented Reinforcement Learning Agent for CAD Generation cites this paper.

Memory-Augmented Reinforcement Learning Agent for CAD Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:18:03.032643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6fb706a3-f031-41ff-b877-02c7406e5621 · inbound

MUSE: Benchmarking Manufacturable, Functional, and Assemblable Text-to-CAD Generation cites this paper.

MUSE: Benchmarking Manufacturable, Functional, and Assemblable Text-to-CAD Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:03:24.471602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0bae13a2-e481-462f-8cad-d8e6610ff2a9 · inbound

A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design cites this paper.

A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design Generating CAD Code with Vision-Language Models for 3D Designs

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:18:03.619010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f416c3b9-72db-430b-ad3b-61e768b8c8ff · inbound

Enhancing Creativity in 3D Generative Design via a TRIZ-Inspired Text-to-CAD Framework cites this paper.

Enhancing Creativity in 3D Generative Design via a TRIZ-Inspired Text-to-CAD Framework Generating CAD Code with Vision-Language Models for 3D Designs

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:37.885566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c738ea46-ce71-4b11-900a-bb4626239d12 · inbound

Arko-T: A Foundation Model for Text-to-Structured 3D Generation cites this paper.

Arko-T: A Foundation Model for Text-to-Structured 3D Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:54:20.842899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 051a1246-1721-4457-b9ca-8abe079c54c8 · inbound

Arko-T: A Foundation Model for Text-to-Structured 3D Generation cites this paper.

Arko-T: A Foundation Model for Text-to-Structured 3D Generation Generating CAD Code with Vision-Language Models for 3D Designs

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:05:28.372060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 725c5e08-b86e-4c93-b884-e3ff4b13f41e · inbound

GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement cites this paper.

GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement Generating CAD Code with Vision-Language Models for 3D Designs

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-13T06:42:45.558324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b73176c0-43c1-4539-afc0-7fd76715a03c · inbound

Ortho2CAD: 3D CAD generation from orthographic drawings using vision language models cites this paper.

Ortho2CAD: 3D CAD generation from orthographic drawings using vision language models Generating CAD Code with Vision-Language Models for 3D Designs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T06:00:49.362563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.