Paper Citation Record · LEDGER

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2402.11453.

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

pith.paper-citation-record.v1
2402.11453 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:28:33.373153Z

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

0
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 a000bd1d-6f89-457e-8299-e053cd9b7560 · inbound

From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing cites this paper.

From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T18:48:16.441432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a5562c-bc70-4120-90f0-4f7543e14890 · inbound

A Survey on Human-Centric LLMs cites this paper.

A Survey on Human-Centric LLMs MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-12T16:42:08.135002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38cbc8b-4cae-4158-a8b9-8ea39c86bacf · inbound

Drawing Pandas: A Benchmark for LLMs in Generating Plotting Code cites this paper.

Drawing Pandas: A Benchmark for LLMs in Generating Plotting Code MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T23:11:05.689917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e31c5d7f-490c-4406-8db7-6d269e548ed6 · inbound

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation cites this paper.

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:45.374853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f649658-550c-41c6-801e-b0f4b22412e3 · inbound

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback cites this paper.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.706582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24088200-221f-4961-87f7-234a220f2f79 · inbound

Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning cites this paper.

Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T11:03:44.876313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6412f4-fc2a-4c72-a2fa-fe7def9a1428 · inbound

ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use cites this paper.

ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:33.373153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a36ada-9aed-4f86-af4b-c2d528887aa8 · inbound

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization cites this paper.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:57:43.263104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb1620c4-8ec1-46b1-b303-d7a45d076fb0 · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.361239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f87e654-d63a-4648-aa64-a12741b05432 · inbound

ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts cites this paper.

ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T05:46:52.784111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff17f77-318e-4abf-9531-70778a5e2f46 · inbound

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction cites this paper.

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:40:44.020554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4718168-dd91-4d13-a030-0a555a83a673 · inbound

Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning cites this paper.

Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:30:53.399343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e8d60ae9-10a5-47da-a9df-492fa353b208 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 236

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.732622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 356da03b-c220-4228-a487-dfd9d7ab6563 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 235

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:51.789163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 728b00ca-00ba-42a7-9e4d-d39b00d2d6c5 · inbound

Agentic Authoring of Interactive Multiview Visualizations in Genomics cites this paper.

Agentic Authoring of Interactive Multiview Visualizations in Genomics MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-28T20:42:36.861661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e77614c-ccdd-4648-8dbd-f7f30fb1afb2 · inbound

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation cites this paper.

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:17:35.474513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac720a3d-490a-404b-9454-549d9763f525 · inbound

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence cites this paper.

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 91

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:38:44.196951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.