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Paper Citation Record · LEDGER

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

As of 23 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 5 inbound Pith citation observations for arXiv:2606.13368.

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

pith.paper-citation-record.v1
2606.13368 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T07:33:15.429521Z

measured 43 of 43 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:00:29.736331Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T00:18:24.949403Z

Reference resolution

38 of 38 outbound references displayed

  • verified exact16
  • verified fuzzy19
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a35bcf8e-d2e1-4c91-805e-f15c84d3efc6 · outbound

This paper cites Comparing 3d cad models: uses, methods, tools and perspectives.Computer-Aided Design and Applications, 9(6):771–794, 2012.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Comparing 3d cad models: uses, methods, tools and perspectives.Computer-Aided Design and Applications, 9(6):771–794, 2012

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.441956Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:ce29bfa6667fa44bd5f645c68cbd131054ed9df5248e95ccb120e5bd949ea2d7

Observation 36be50e8-6215-4618-9c50-146022e46664 · outbound

This paper cites Penev and Bryan Weissinger and M.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Penev and Bryan Weissinger and M

Reference 2

Resolution
verified exact
doi, observed 2026-07-01T07:35:28.267515Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:69ab6b5429d0e42bec8ee214e55cd429262897407dd860c028d75b3e8698c790

Observation 01efd15a-0ce7-4147-a88b-4b96a3e5c985 · outbound

This paper cites Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.872837Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:a38b4b2ed7a2cb29cb5f630b676f49d26e2b6b358d1ef7087f7da08fded34b5e

Observation f3a40baf-7d17-428b-ace7-9689706999a9 · outbound

This paper cites Cad translator: An effective drive for text to 3d parametric computer-aided design generative modeling.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cad translator: An effective drive for text to 3d parametric computer-aided design generative modeling

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.449415Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:925aacbfe1fc9efb923919d7b94109e1320f8f2fa586405c3e89455038a1cb91

Observation 7115f5f7-872f-4b1e-96e2-45ed1d9364b5 · outbound

This paper cites Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-01T07:35:28.864906Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:19fd91fa63289819a98cfec1dba2ae1ae889f705ea7af1c095bc8ad52acae605

Observation 0dc5f1e3-39e0-487e-8b3a-207a344bae7e · outbound

This paper cites SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T07:35:28.867521Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:07ae12bd7f6ed0f013518bf5abd39544343f0ac6f311516ad6723c15cb77491b

Observation 82bd2ba6-0596-4f97-a65a-5cd3a830ca25 · outbound

This paper cites Cadsmith: Multi-agent cad genera- tion with programmatic geometric validation.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cadsmith: Multi-agent cad genera- tion with programmatic geometric validation

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.862595Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:29a496ecb05d330b8d8ad4448e151ecca00a097e818329add643db999f98640b

Observation 641b8c7a-ad6e-439f-8274-e886a18390bd · outbound

This paper cites Cme-cad: Heterogeneous collaborative multi-expert reinforcement learning for cad code generation.arXiv preprint arXiv:2512.23333, 2025.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cme-cad: Heterogeneous collaborative multi-expert reinforcement learning for cad code generation.arXiv preprint arXiv:2512.23333, 2025

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.870176Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:187617c376e4f2f96d8ebeb1ceb9845f85fb673cb332854f7b1bad418385ca1c

Observation 10fc03f0-9900-4491-b925-234660866006 · outbound

This paper cites Cad-coder: Text-to-cad generation with chain-of-thought and geometric reward.Advances in Neural Information Processing Systems, 38:59765–59789, 2026.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cad-coder: Text-to-cad generation with chain-of-thought and geometric reward.Advances in Neural Information Processing Systems, 38:59765–59789, 2026

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.456182Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:049b49d9da1cffb10c84d356baf935ec958f54decc958664ce02250be93924a8

Observation 44ea452e-db8c-4731-8f8f-55ec45860329 · outbound

This paper cites cadrille: Multi-modal CADreconstructionwithonlinereinforcementlearning.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing cadrille: Multi-modal CADreconstructionwithonlinereinforcementlearning

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.854977Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:818f574db6618777e6b665ad4db190f7adb139ea36ab5307448707d51bb5fb46

Observation 0384a16b-809d-41ac-afd1-774f8580a975 · outbound

This paper cites Cadreasoner: Iterative program editing for cad reverse engineering.arXiv preprint arXiv:2603.29847, 2026.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cadreasoner: Iterative program editing for cad reverse engineering.arXiv preprint arXiv:2603.29847, 2026

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.857529Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:8bf7b4cbe5054a1f187494d8f9ad021d7f22c3b31b16704e7df2810ef6aec4d4

Observation 7ea402d5-f50e-4fe6-b643-bb2e710158ce · outbound

This paper cites Cad-judge: Toward efficient morphological grading and verification for text-to-cad generation.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cad-judge: Toward efficient morphological grading and verification for text-to-cad generation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.451292Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:4d5f823ec87a9dd1dec979a62e093ca5619aa4450791a87b9e097a0d9bb87ce2

Observation d89e0218-685f-4396-97e0-296cceab86ce · outbound

This paper cites GIFT: Bootstrapping image-to-cad program synthesis via geometric feedback.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing GIFT: Bootstrapping image-to-cad program synthesis via geometric feedback

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.841964Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:af7504d0b767eb2be9202faed4255f551256ad2417a7d0ad6fa56aac555c763e

Observation c2127773-3184-439b-aca1-dc05ddf0dc09 · outbound

This paper cites Text2cad: Generating sequential cad designs from beginner-to-expert level text prompts.Advances in Neural Information Processing Systems, 37:7552–7579, 2024.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Text2cad: Generating sequential cad designs from beginner-to-expert level text prompts.Advances in Neural Information Processing Systems, 37:7552–7579, 2024

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.438193Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:b76b149c2d200aa073d5f8a6ee3b191bc3fd76447a5dce57e4127c1d905d8b36

Observation 25b37753-327e-44e8-a96c-c7319ca3100c · outbound

This paper cites Deepcad: A deep generative network for computer-aided design models.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Deepcad: A deep generative network for computer-aided design models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.445714Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:7db7b0d701df52cf7b80eba7b583d97f1dc04db98a42c0b9b3fc848f6edb07c5

Observation d42afdd0-00f7-4cb7-9c7a-4549c3e7759e · outbound

This paper cites Secad-net: Self-supervised cad reconstruction by learning sketch-extrude operations.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Secad-net: Self-supervised cad reconstruction by learning sketch-extrude operations

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.440064Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:64092810297ba735fc12519a237a7ab596e669c07d9621a96066a6c0ab1e1294

Observation a88db0b7-f601-4c28-b212-604a90bd2eac · outbound

This paper cites Inversecsg: Automatic conversion of 3d models to csg trees.ACM Transac- tions on Graphics (TOG), 37(6):1–16, 2018.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Inversecsg: Automatic conversion of 3d models to csg trees.ACM Transac- tions on Graphics (TOG), 37(6):1–16, 2018

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.453504Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:9ba416980195af993548e4ef76e2cda02ac6f8f269288dccfbb3b759b7155b9a

Observation 6b444061-b3fa-429e-b97c-91b8de4ad26a · outbound

This paper cites Capri-net: Learning compact cad shapes with adaptive primitive assembly.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Capri-net: Learning compact cad shapes with adaptive primitive assembly

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.421993Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:9906687f9d8313b4c2639fce3cd8797ebe3ed3cbb1993bb7ac7aedb5d7140bc0

Observation 3b492d4a-b363-49b7-9a69-147484437de2 · outbound

This paper cites SolidGen: An Autoregressive Model for Direct B-rep Synthesis.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing SolidGen: An Autoregressive Model for Direct B-rep Synthesis

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T07:35:28.844756Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:e391d0e9a9151bdd35907817fdb3fcda9bc8251c0fe1509fbed6a7156ba02dde

Observation ab8edcb3-066e-4c6a-bb56-7c1af6f60bdd · outbound

This paper cites Brepgen: A b-rep generative diffusion model with structured latent geometry.ACM Transactions on Graphics (TOG), 43(4):1–14, 2024.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Brepgen: A b-rep generative diffusion model with structured latent geometry.ACM Transactions on Graphics (TOG), 43(4):1–14, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.420096Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:3416820069bc8f19d0f9afd9bdad894de8e94037eee84bf2d0599d30bc325835

Observation 69db6e26-d46f-453d-bc7b-1536227879c0 · outbound

This paper cites Cad-llama: leveraging large language models for computer-aided design parametric 3d model generation.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Cad-llama: leveraging large language models for computer-aided design parametric 3d model generation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.443796Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:daf847b5b25398487e8bc37878b1931c8ac908895fa63a59a86bcd0a679817ac

Observation fb856dae-eab6-4d1d-bd7a-8b718ad40e4d · outbound

This paper cites Seek-CAD:Aself-refinedgenerativemodelingfor3DparametricCAD using local inference via DeepSeek.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Seek-CAD:Aself-refinedgenerativemodelingfor3DparametricCAD using local inference via DeepSeek

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.836392Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:9ddc2606aab846b83a4d3dd44450e93e01330eb65836186d9bde63b46359b3c3

Observation e5446b27-49be-4da4-bd43-a4235d44ab96 · outbound

This paper cites From intent to execution: Multimodal chain-of-thought reinforcement learning for precise cad code generation.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing From intent to execution: Multimodal chain-of-thought reinforcement learning for precise cad code generation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.447578Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:ca64fee5bd647f28c4b52b1177e97354a1d0733ce5738c67b71de6808a194d44

Observation 1fec7b4e-d499-4cc4-8071-b75887549826 · outbound

This paper cites Fusion 360 gallery: A dataset and environment for programmatic cad construction from human design sequences.ACM Transactions on Graphics (TOG), 40(4):1–24.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Fusion 360 gallery: A dataset and environment for programmatic cad construction from human design sequences.ACM Transactions on Graphics (TOG), 40(4):1–24

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.424047Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:01092612433a8b6e1708f52762bd3c12bb5c0f75c9922a1895f3ed4c35dd23cb

Observation 5e7c0228-1c73-48c5-86c6-f3f92851108b · outbound

This paper cites CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.839449Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:34f7b69eb80ffbbc59d567448ec8357b5eda2c7d3246b3c38d7a4de8c9ca7af1

Observation f466b491-e0bb-4d56-9397-0c6027b61ae6 · outbound

This paper cites PR-CAD: Progressive Refinement for Unified Controllable and Faithful Text-to-CAD Generation with Large Language Models.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing PR-CAD: Progressive Refinement for Unified Controllable and Faithful Text-to-CAD Generation with Large Language Models

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-07-01T07:35:28.852230Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:264a0b3897060fc1dfc7f72b6fb882222cd7b28e5588ac71474e99c0700edbbb

Observation a9800890-b5dc-42df-aa0e-35f6c8655713 · outbound

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

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-07-01T07:35:28.827772Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:07b98b1f1b10b29eb7c6ff5457268ee1a480565df5cfad48528c06a6102c3e5e

Observation 8e31a0d4-d3bd-4aff-a332-6ca31b213210 · outbound

This paper cites TOOLCAD: Exploring Tool-Using Large Language Models in Text-to-CAD Generation with Reinforcement Learning.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing TOOLCAD: Exploring Tool-Using Large Language Models in Text-to-CAD Generation with Reinforcement Learning

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-07-01T07:35:28.849385Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:30b15cd8b6b0b6237b19cb44ee5e87889b7cb402ddb1ebd0f42ca8ec17258d9c

Observation b6c02ed1-b0a4-476f-82ea-4c916e38a1c4 · outbound

This paper cites Qwen3-VL Technical Report.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Qwen3-VL Technical Report

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-07-01T07:35:28.860049Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:b79cca52a04b52ecf574274826ed8ed47a8fb9e246a81888c4e17e901f10b358

Observation 31f195c8-64e6-41c6-afb5-5ffab105193f · outbound

This paper cites Group Sequence Policy Optimization.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Group Sequence Policy Optimization

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-07-01T07:35:28.846900Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:c5f38659b657b911ec9a2c197385890ea3e6e86d6215074552197fdaba5e41d6

Observation 76de39cf-19d5-4144-866a-697913dda6fc · outbound

This paper cites Sensenova-mars: Empowering multimodal agentic reasoning and search via reinforcement learning.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Sensenova-mars: Empowering multimodal agentic reasoning and search via reinforcement learning

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:35:28.840063Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:650f0a940a4297770953101fe6257af2b8843f7ef6e37c600cce108f18dd7471

Observation ec8216be-d4e2-4e13-aa3b-7278392ce30b · outbound

This paper cites Swift: a scalable lightweight infrastructure for fine-tuning.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Swift: a scalable lightweight infrastructure for fine-tuning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.430189Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:48bd2c9fa7aad28da44c6f1deb770a737770afce148e190258f2b3ca75c74c16

Observation 87e57ce8-656f-455e-9a92-70413fd8536b · outbound

This paper cites Qwen3.5: Accelerating productivity with native multimodal agents, February 2026.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Qwen3.5: Accelerating productivity with native multimodal agents, February 2026

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.432102Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:1d03653564d7452f68c804122af5e72c9eb39f632e686a6dfa1319c6e4c9c383

Observation 2fdba975-d2cc-4926-9a9b-8fe5b529a841 · outbound

This paper cites Generating cad code with vision-language models for 3d designs.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Generating cad code with vision-language models for 3d designs

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.433997Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:c3898afbac61af09b8ba54ab2192d3aa2303fcd6f89b16f7c1abcfe08efb8d06

Observation 98f80920-304f-4123-8248-d02467944fba · outbound

This paper cites sketch-and-extrude.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing sketch-and-extrude

Reference 35

Resolution
malformed identifier
arxiv_id, observed 2026-07-01T07:35:28.845204Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:316e49f38d180366401e56cc033fd6d25e7dbe88101f071b5434b2746a55131e

Observation 5a64f53a-4315-46b5-bf0f-d66a7b815aed · outbound

This paper cites 2.Text: modeling instructions, dimensional constraints, or edit requests.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing 2.Text: modeling instructions, dimensional constraints, or edit requests

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.428123Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:049dfeece7a80be2b38d1ad9d5800ae7a32e2187e27b0c748b59caa6c60b0be3

Observation 05f3ad0d-d22f-4ca2-b8c4-57a79781bcc9 · outbound

This paper cites – Plan: define the origin, workplanes, sketch sequence, Boolean operations, and key dimen- sions.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing – Plan: define the origin, workplanes, sketch sequence, Boolean operations, and key dimen- sions

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.435970Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:3838b699f83e2b532ccebc7faac0d8574864facf99b3811edc04c0619b31cd37

Observation 24bded89-d8ca-499e-81ad-36344bd315b9 · outbound

This paper cites Code Implementation Rules.

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Code Implementation Rules

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T15:12:38.425946Z

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.

source=pdf_text observed=2026-07-01T07:33:15.429521Z digest=sha256:06930572da7a3bbc6ba2e0c4db9601e6865da17aebd92d37ae976f5b36269e2d

Pith citing papers

Observation 839b2af4-7ff6-44d9-b4fc-d93977a297c3 · inbound

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language cites this paper.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-11T08:28:57.488408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T08:28:57.488408Z digest=sha256:c7e362d987226c272c572c37630677f1330d8ba164e7e639b3b35146b54d4b9e

Observation 0c1ad680-215d-4fd8-bae0-787a9a17f2fc · inbound

CADENA: Stepwise CAD Reverse Engineering cites this paper.

CADENA: Stepwise CAD Reverse Engineering IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-05T00:18:25.021896Z

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.

source=pdf_text observed=2026-08-05T00:18:21.234219Z digest=sha256:ba8dbc13091722c7c13f21e2d09cd20eedaf29e5131f174db69403cb6b21769f

Observation e478cc8c-653f-4e57-bd1b-b316e0db01b5 · inbound

Quo Vadis, World Modeling? cites this paper.

Quo Vadis, World Modeling? IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T00:13:58.827947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:13:58.827947Z digest=sha256:170f72b7d1f001754e646dc76d8fdd96c76b1f053eebb9a3b2e78f75462299a1

Observation 5cb6c671-bff0-4590-a6fb-7f0ea20c1f36 · inbound

TraceCAD: Trace-Guided Repair for Agentic CAD Generation cites this paper.

TraceCAD: Trace-Guided Repair for Agentic CAD Generation IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-08T01:04:03.653167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T01:04:03.653167Z digest=sha256:b054516b5759836316348c8cf1d6bb99bce9e1f9c48a836bc64753be9cfd8214

Observation c7986aa2-9950-4bee-b646-f668e5a51073 · inbound

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation cites this paper.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T20:00:29.736331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:00:29.736331Z digest=sha256:e5e357d1a2a7ef8bd816a4085e2ee9827eb36e281b29196d699091eaf864aade