Paper Citation Record · LEDGER

SVRepair: Structured Visual Reasoning for Automated Program Repair

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 4 inbound Pith citation observations for arXiv:2602.06090.

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

pith.paper-citation-record.v1
2602.06090 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:11:27.102851Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:46:26.169505Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:07:47.072801Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c341c4d3-adee-40f4-a594-e611d31df05e · outbound

This paper cites write newline.

SVRepair: Structured Visual Reasoning for Automated Program Repair write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:23.493289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f73ff09e-0e57-446e-8f9b-1ddbce40c876 · outbound

This paper cites Claudeai, 2025.

SVRepair: Structured Visual Reasoning for Automated Program Repair Claudeai, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:23.558300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f77af5-063e-4480-8f77-6797107ecfae · outbound

This paper cites SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement.

SVRepair: Structured Visual Reasoning for Automated Program Repair SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:23.666780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 569472f0-6e88-4e4d-9732-a005eff1dccb · outbound

This paper cites Qwen2.5-VL Technical Report.

SVRepair: Structured Visual Reasoning for Automated Program Repair Qwen2.5-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:23.757240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab4e3b7e-a208-403d-a1c7-80834f1e65d4 · outbound

This paper cites pix2code: Generating code from a graphical user interface screenshot.

SVRepair: Structured Visual Reasoning for Automated Program Repair pix2code: Generating code from a graphical user interface screenshot

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:23.845838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95dc3ebf-7fc3-4424-9d3d-f5b5fe5ee03b · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SVRepair: Structured Visual Reasoning for Automated Program Repair Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:23.945134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9398eb-f437-475d-bbd0-f4afb2d46304 · outbound

This paper cites Automated repair of programs from large language models.

SVRepair: Structured Visual Reasoning for Automated Program Repair Automated repair of programs from large language models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.061706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3a180b-99a3-48df-a260-711b4715fad3 · outbound

This paper cites Webcode2m: A real-world dataset for code generation from webpage designs.

SVRepair: Structured Visual Reasoning for Automated Program Repair Webcode2m: A real-world dataset for code generation from webpage designs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.135888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83c09adf-7c8c-4ae3-9529-8cb898ab9f28 · outbound

This paper cites Evolving paradigms in automated program repair: Taxonomy, challenges, and opportunities.

SVRepair: Structured Visual Reasoning for Automated Program Repair Evolving paradigms in automated program repair: Taxonomy, challenges, and opportunities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.202966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e4c49c-285d-4b05-8385-d00505e4eb34 · outbound

This paper cites Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing.

SVRepair: Structured Visual Reasoning for Automated Program Repair Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.285711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e444f257-8dfb-4f51-a93a-77c432691794 · outbound

This paper cites GPT-4o System Card.

SVRepair: Structured Visual Reasoning for Automated Program Repair GPT-4o System Card

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.371630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8cb6298-fbdb-48be-9800-8c29dd32374e · outbound

This paper cites Impact of code language models on automated program repair.

SVRepair: Structured Visual Reasoning for Automated Program Repair Impact of code language models on automated program repair

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.454661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec82c450-7440-4cc9-a9b5-40cb51ade4aa · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

SVRepair: Structured Visual Reasoning for Automated Program Repair SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.520436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1855cbbf-d2bc-4b29-b9e7-17b24dfa71e4 · outbound

This paper cites Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset.

SVRepair: Structured Visual Reasoning for Automated Program Repair Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.587270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae9afb9-2adf-491f-9ce6-5ef9be3e8d9a · outbound

This paper cites Unlocking the conversion of web screenshots into html code with the websight dataset, 2024.

SVRepair: Structured Visual Reasoning for Automated Program Repair Unlocking the conversion of web screenshots into html code with the websight dataset, 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.653157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e70609b5-6e4b-4f82-8c92-4f85e7a6378f · outbound

This paper cites MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems.

SVRepair: Structured Visual Reasoning for Automated Program Repair MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.737429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ced2f9ba-384e-4400-bb78-b2e8e1f22ef8 · outbound

This paper cites Full parameter fine-tuning for large language models with limited resources.

SVRepair: Structured Visual Reasoning for Automated Program Repair Full parameter fine-tuning for large language models with limited resources

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.801763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d34bfa53-1dfc-40ef-b466-278f71bf59be · outbound

This paper cites Alibaba lingmaagent: Improving automated issue resolution via comprehensive repository exploration.

SVRepair: Structured Visual Reasoning for Automated Program Repair Alibaba lingmaagent: Improving automated issue resolution via comprehensive repository exploration

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.890591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6879caf9-7fe4-4747-81dc-6577ef735848 · outbound

This paper cites Training language models to follow instructions with human feedback.

SVRepair: Structured Visual Reasoning for Automated Program Repair Training language models to follow instructions with human feedback

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:24.972466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265f8213-8243-42c0-bb59-039b5c9524f9 · outbound

This paper cites Refact - open sourced ai software development agent, 2025.

SVRepair: Structured Visual Reasoning for Automated Program Repair Refact - open sourced ai software development agent, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.072880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf21430-d11c-486e-bd69-bb9e48d01d24 · outbound

This paper cites Automated program repair: Emerging trends pose and expose problems for benchmarks.

SVRepair: Structured Visual Reasoning for Automated Program Repair Automated program repair: Emerging trends pose and expose problems for benchmarks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.130929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30e0ec0-32be-437d-900f-21b0f227e793 · outbound

This paper cites Starvector: Generating scalable vector graphics code from images and text.

SVRepair: Structured Visual Reasoning for Automated Program Repair Starvector: Generating scalable vector graphics code from images and text

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.206699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0622377-6f9c-453b-a9de-7cbf0e9fe42b · outbound

This paper cites Code Llama: Open Foundation Models for Code.

SVRepair: Structured Visual Reasoning for Automated Program Repair Code Llama: Open Foundation Models for Code

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.297768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6219fa-1f56-4095-95fe-623b6f4b9e75 · outbound

This paper cites SpecRover: Code Intent Extraction via LLMs.

SVRepair: Structured Visual Reasoning for Automated Program Repair SpecRover: Code Intent Extraction via LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.364368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec8e0b15-e330-41cd-bdbf-50f15f8b2a68 · outbound

This paper cites Design2code: How far are we from automating front-end engineering?, 2024.

SVRepair: Structured Visual Reasoning for Automated Program Repair Design2code: How far are we from automating front-end engineering?, 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.442653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013fdcba-dcef-4097-ae00-6da5ecda149e · outbound

This paper cites Qwen3 Technical Report.

SVRepair: Structured Visual Reasoning for Automated Program Repair Qwen3 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.522934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88a7335-0091-4e7a-ae7c-a8d2aff592ee · outbound

This paper cites Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities.

SVRepair: Structured Visual Reasoning for Automated Program Repair Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.600184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e6c3ed8-e186-47e3-80aa-720acab02907 · outbound

This paper cites MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.

SVRepair: Structured Visual Reasoning for Automated Program Repair MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.671590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe302ccc-81ae-489a-98ee-9fe4f492ceb4 · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

SVRepair: Structured Visual Reasoning for Automated Program Repair OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.746270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739482fe-6804-4224-93a3-6f83816b6d37 · outbound

This paper cites Plot2code: A comprehensive benchmark for evaluating multi-modal large language models in code generation from scientific plots.

SVRepair: Structured Visual Reasoning for Automated Program Repair Plot2code: A comprehensive benchmark for evaluating multi-modal large language models in code generation from scientific plots

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.818818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55f5128b-640e-4172-9880-6c9f5238a872 · outbound

This paper cites How effective are neural networks for fixing security vulnerabilities.

SVRepair: Structured Visual Reasoning for Automated Program Repair How effective are neural networks for fixing security vulnerabilities

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.908016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85533744-0597-4dd9-8b51-c3ed71156385 · outbound

This paper cites Less training, more repairing please: revisiting automated program repair via zero-shot learning.

SVRepair: Structured Visual Reasoning for Automated Program Repair Less training, more repairing please: revisiting automated program repair via zero-shot learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:25.980383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de816e4a-95b3-4019-aa93-76c9f6a7b94e · outbound

This paper cites Automated program repair in the era of large pre-trained language models.

SVRepair: Structured Visual Reasoning for Automated Program Repair Automated program repair in the era of large pre-trained language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.052211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b860a7-2c64-454c-8021-b2d8c724ec85 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

SVRepair: Structured Visual Reasoning for Automated Program Repair Agentless: Demystifying LLM-based Software Engineering Agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.123899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3b758d4-a1c5-4cb7-92fe-860645ce06bf · outbound

This paper cites Demystifying llm-based software engineering agents.

SVRepair: Structured Visual Reasoning for Automated Program Repair Demystifying llm-based software engineering agents

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.217218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28c5738c-1ad1-45c0-b1b3-56b839addbda · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering.

SVRepair: Structured Visual Reasoning for Automated Program Repair Swe-agent: Agent-computer interfaces enable automated software engineering

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.289953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1750382-49ed-4d9a-ad3b-01dd54fdb19d · outbound

This paper cites Jimenez, Alex L.

SVRepair: Structured Visual Reasoning for Automated Program Repair Jimenez, Alex L

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.361160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b784e567-8f0c-44ac-9af1-f9783b62fe5c · outbound

This paper cites Omnisvg: A unified scalable vector graphics generation model.

SVRepair: Structured Visual Reasoning for Automated Program Repair Omnisvg: A unified scalable vector graphics generation model

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.423139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 127b8ef7-9e7c-4917-a9f5-e2616552f639 · outbound

This paper cites Web2code: A large-scale webpage-to-code dataset and evaluation framework for multimodal llms.

SVRepair: Structured Visual Reasoning for Automated Program Repair Web2code: A large-scale webpage-to-code dataset and evaluation framework for multimodal llms

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.523080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa97bc1-a4e5-4bd0-b48f-8f35e8063f29 · outbound

This paper cites Codev: issue resolving with visual data.

SVRepair: Structured Visual Reasoning for Automated Program Repair Codev: issue resolving with visual data

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.611994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b866cf6-c712-48a3-8ad0-9f9ab672f2b3 · outbound

This paper cites Autocoderover: Autonomous program improvement.

SVRepair: Structured Visual Reasoning for Automated Program Repair Autocoderover: Autonomous program improvement

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.716232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71403f9a-a348-4f01-a76e-a80447043d25 · outbound

This paper cites Enhancing automated program repair with solution design.

SVRepair: Structured Visual Reasoning for Automated Program Repair Enhancing automated program repair with solution design

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.788596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cc06892-2046-4d52-a290-04406f96ca2a · outbound

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

SVRepair: Structured Visual Reasoning for Automated Program Repair ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.875918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8795a5c-f676-4187-9a34-66891726288b · outbound

This paper cites @esa (Ref.

SVRepair: Structured Visual Reasoning for Automated Program Repair @esa (Ref

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:26.959456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff09268-01dc-4eef-87bc-e41684d08cf8 · outbound

This paper cites an unresolved cited work.

SVRepair: Structured Visual Reasoning for Automated Program Repair Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:27.023502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43df4e01-3d5b-416d-a38b-530edcf27888 · outbound

This paper cites field and its garbling issue. Moreover, the element hierarchy relationship reveals that the field is nested within the.

SVRepair: Structured Visual Reasoning for Automated Program Repair field and its garbling issue. Moreover, the element hierarchy relationship reveals that the field is nested within the

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T06:11:27.102851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7972d4c1-438f-4614-a662-ffc9a59144d3 · inbound

GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair cites this paper.

GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair SVRepair: Structured Visual Reasoning for Automated Program Repair

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-08-04T02:40:04.238512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f9f0099a-623a-4ba3-bb99-ab3b49992ac3 · inbound

LLM Agents Can See Code Repositories cites this paper.

LLM Agents Can See Code Repositories SVRepair: Structured Visual Reasoning for Automated Program Repair

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-08-04T02:40:04.238512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b88ddb2f-2967-4d68-9fed-2836ea950a13 · inbound

LLM Agents Can See Code Repositories cites this paper.

LLM Agents Can See Code Repositories SVRepair: Structured Visual Reasoning for Automated Program Repair

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:26.169505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b5d7e32-5c3a-4750-88a2-c20780ca2e70 · inbound

Beyond Textual Repository Exploration: Dual-Modal Structural Reasoning for Agentic Issue Resolution cites this paper.

Beyond Textual Repository Exploration: Dual-Modal Structural Reasoning for Agentic Issue Resolution SVRepair: Structured Visual Reasoning for Automated Program Repair

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-08-04T02:40:04.238512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.