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Paper Citation Record · LEDGER

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2507.21585.

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

pith.paper-citation-record.v1
2507.21585 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:43:14.421548Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:36:44.838603Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T00:36:45.114278Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact4
  • verified fuzzy1
  • unresolved43
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 208ac0b2-2e4d-4ded-9ea1-568385abb12d · outbound

This paper cites SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:09.432257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:09.432257Z digest=sha256:0ca6d80c260350dc1c85e1378f34fa9cc77b39106f8fb132953b9e9ffab7974a

Observation 86932e03-ed87-4b7c-a304-af7d91f7cef6 · outbound

This paper cites Qwen2.5-VL Technical Report.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Qwen2.5-VL Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:09.561406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:09.561406Z digest=sha256:a298c3a7823bcc5eb844676ae4000ab5ce4f278fdc03b2b39486b28a50866aab

Observation 8c2b7f56-7515-4404-b92e-c614e4e9ec45 · outbound

This paper cites Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:43:16.274121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:09.677895Z digest=sha256:cb4552a18e3f194a753c78e0d9fd8c14a39d0aff6d8a89b437ef0e28c14e1199

Observation 44dea1fb-3413-481d-8c86-6501d926bea7 · outbound

This paper cites Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:09.823740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:09.823740Z digest=sha256:26d967a81162c9bb8e830523f09c97499d6fcbf2729987f44ec859b2e7e170ed

Observation 8438b07d-5d8a-4421-9bf1-a658af724ab6 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.523693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:10.000365Z digest=sha256:ff803bef7367d7fc1f5f5b3e131a7e5f1f69917f1bb97f32fc3eebb690a5ca9c

Observation 13c538cf-d29b-4180-84f9-95d96dd73a4a · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.512403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:10.117713Z digest=sha256:a5c17903f5be748e4ff76a1f18d117d0b085f1a7e2f313df961b6ba4a508d469

Observation 72e75219-feaf-4857-9716-51f08d1d9aa2 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.241692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.241692Z digest=sha256:feae4d779a78f05bc15927d33cb197e9ce01c2dc2aca704fa3f66ec985d9a263

Observation b630edb4-2e48-4f98-b461-a1c86bc17d58 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.349377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.349377Z digest=sha256:b9f9dc33f773a57d82b505a581dc3781da457b225bf0b6aee4f5128b0a0cceaa

Observation 11f2d8c4-8f35-48c6-9037-9e79d273df7f · outbound

This paper cites MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.467239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.467239Z digest=sha256:6fc45cb4eaa3952bb4b98b0fdd1394061c7328844ad946a2fbeddcd0005e7aa8

Observation d725c0df-e1cf-45dd-a68a-448433325571 · outbound

This paper cites Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.614622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.614622Z digest=sha256:3539e9c616ab8236366d92bbae2743af5b54557dede03d05f09bc035cc9de652

Observation 14379ee8-a141-4c23-9852-210ff10b6d32 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.769811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.769811Z digest=sha256:8f9af54e3b636fdd98edebbaa6ef1e03424d9e6d5639292f0246db4f429e15c0

Observation 1f26e331-b50f-4d91-a108-3e6bf18e7ceb · outbound

This paper cites Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.891565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.891565Z digest=sha256:801f7006a00d2efa83c290162cc9c60155f7e48d0e275d0548892ffda16ecf22

Observation 525d7972-6fb7-437c-82d3-5d72d60e0973 · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:11.011082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.011082Z digest=sha256:5451c56a3119b27634803c720fd9a8829fd196c6c162f07d7e64ca3ad372cfdb

Observation d65e78e0-3c55-4dae-8a27-730cd21a5489 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-06T12:43:11.126818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.126818Z digest=sha256:d53764b3a212e6c90a34b0f046364dc4d533494aa32e9f40cf1790b320807e14

Observation 9124b03b-a9c1-4f1b-9257-5e77a5078749 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.502313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.241021Z digest=sha256:78cbd3bb3ac1fb5c448eabbaacb16221642d96cc45c0e84b01f6d142468f795a

Observation 56db1bcb-80d7-45e6-9b19-d2b7b25b9324 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.491594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.373616Z digest=sha256:6a1639dc5ed15781a614b51f2b88dbabe8797029d61cddce24a138081e4016d7

Observation a791e8cb-f847-4065-8007-4df645d3305e · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation LLaVA-OneVision: Easy Visual Task Transfer

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:11.498726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.498726Z digest=sha256:2daa041454b1a87f7597999fa804515a67e3ab78e2b6aa2ff817ed36d11dd485

Observation 21e856cf-8c4b-4112-b25d-3bf6a2c0c40a · outbound

This paper cites PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:11.585684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.585684Z digest=sha256:99d16f5921255d6b0796b13b89590ddb23d71cd48925d1381b209c84534bf348

Observation d3d57361-9af9-4237-bb3e-2a7b8ce64bf7 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.482515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.662408Z digest=sha256:c53343c753e4818564db56730ad39aae5af8d0dd5b961abbf30e99d79760571b

Observation 7ea34320-72cc-4f8b-a784-9a86d08e55eb · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.473309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.725930Z digest=sha256:12898998c95298c9fdfce08bdd16b8e8c9168d1c357d6e4ed1f9d7f3eace4e04

Observation d3a4b8d8-0cca-4448-bf7d-e36d2cfa8bf0 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.463446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.816503Z digest=sha256:5c4e92393e8d9eb33a71abcb0258a61cc88de5d43e5f0c3b9a783a2bfb313e3d

Observation 1ab5b335-5963-45cc-8779-08453305f1b7 · outbound

This paper cites Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous Driving

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:43:15.864319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.886738Z digest=sha256:3a17b6e313ced3a1b6fee84459c7918edce7de81c07d51eda7f4dced0c6b0dd7

Observation 2a703eac-ac25-494a-9b16-03e5bc32afde · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.453823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:11.977898Z digest=sha256:2563c3c36f9252a43eed10aec5f8c315ee543bd60e23193ee62656a82d3867f2

Observation f31f47d9-a85f-4748-baad-b6f8be6d7ba4 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.444049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:12.044997Z digest=sha256:87f091927f92bf296db7d7b851ebb72a1af578d75a5735e46482c3eb385b6c9f

Observation 466abe31-c157-43bd-970f-013336e4ff79 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.434181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:12.142165Z digest=sha256:e7e5692e4d7925d04e34aa24cfa7740184de41c90ae3ee08298e51d5ceea67ac

Observation 0d22b873-cc78-423c-a4d0-ae1e19929cd8 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.425107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:12.244053Z digest=sha256:ad49d99336bab7e74b1da74a88b8709037b8d804abab813fd60cc1a1345cd9f5

Observation 82bea3a9-926e-4252-8688-64904f833f63 · outbound

This paper cites A Language Agent for Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation A Language Agent for Autonomous Driving

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.333709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.333709Z digest=sha256:b4a7ec904d1640649552bd25a0f0537b2207f7740e69151dc53057635e85f4f3

Observation cdd96798-a85b-4d8e-a8a1-a7d93ad0ed42 · outbound

This paper cites Generation-Augmented Retrieval for Open-domain Question Answering.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Generation-Augmented Retrieval for Open-domain Question Answering

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.405825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.405825Z digest=sha256:f2af0f21ff3f6218412caf4f5083c44d57b2b5be4ccae215fd796a0ea5f83fd0

Observation 2146c4f8-43d1-4352-849e-57ae02f883c7 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.415284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:12.498810Z digest=sha256:07ba5acc94a5daaeaebf9da43a51883f3cf49704da38297fbd371beb06e4d817

Observation 63f6338e-4447-423b-ba8c-487398362f72 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.592713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.592713Z digest=sha256:f1d5c694106794aecef16e9ee4c5358892bf5847ccad189cf4d80035c4186e2c

Observation aa645313-e3f7-411c-8a2e-7c1b9c84b292 · outbound

This paper cites GPT-4 Technical Report.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation GPT-4 Technical Report

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.692426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.692426Z digest=sha256:7bf7cc25d7451a1c926b927c766427db52520481159581759b023567ccf01476

Observation fa481ad1-50dc-4a53-ba95-38e8808c1c96 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.765452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.765452Z digest=sha256:f6302671b95fe4fd576afa7dcae6a4ba98da1280149807a2f56aea721322b2e8

Observation 5d1348db-2d20-41bb-bb8f-12a8f1e5ebdb · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 33

Resolution
verified exact
raw_fallback, observed 2026-08-06T12:43:15.617363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:12.851145Z digest=sha256:a5db55af632036fffa43cb8162b0754b187c4f9d3b5fd9c925f593273729524f

Observation c8aee5f8-a198-4685-bdb4-dd8d6d8e9f1d · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 34

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T12:43:15.417239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:12.941520Z digest=sha256:f9ad931aa0e6baf6d74cb34e5b6dcd289d33d56648b36b2641193f7a55e809f9

Observation 1cc98d75-1473-4a22-a7a7-9ace5b37afd4 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.047369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.047369Z digest=sha256:0f4f119f1ced60d0c6e7d56c06da4e3090c86111b402975d3f4325645cc08e90

Observation 6811a53b-453e-4d99-ba37-c329230e9fa9 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 36

Resolution
malformed identifier
no resolver link, observed 2026-08-06T12:43:13.152468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.152468Z digest=sha256:c8bc1b79129fd05fe8484d23fb265e3a00c93af4fea36ceb95acafa681a95cd7

Observation a53d1416-bcec-4655-b1bf-93f80cd9b3df · outbound

This paper cites MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.249892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.249892Z digest=sha256:1da905248d860236b85ad941a7d2fee062976241911582f139da9773de240293

Observation 4736bd04-c71a-4688-94ee-10fa3a6909e0 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.405616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:13.346368Z digest=sha256:7d409b0f25c284815e6c47cda801922b0ccb3d4dc392445af7ec37ba806954b6

Observation 39be884f-6d08-4e32-9390-11bb82176a73 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.395248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:13.417945Z digest=sha256:a9729975675ccfbb2c7cfc07842014850e53c9f31cb7f6926f3e054223289b3b

Observation a2af0cf2-3c04-4757-92f1-d7f631d6d8ee · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.385408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:13.481206Z digest=sha256:3b3405fa62b2e3c7c8faa28523d121ba140d7b56c15684b844f49788bd118d04

Observation e8673ff3-dd16-4324-8701-9693a7714517 · outbound

This paper cites DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.577811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.577811Z digest=sha256:9f215350dba8b192a9c8b003d35d508a186533d667e4850da581ccf79adb289f

Observation fdfeb0eb-b620-46e4-8282-73d35eb18a3e · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.678975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.678975Z digest=sha256:1dedbed2459cd9fd0da162650b24b838e7df2e63298e4292c504920ccdb65e20

Observation 8be1a33b-b630-4d70-9886-abd17e414a25 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.371855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:13.753142Z digest=sha256:690954e5c3c4fe3c1495ff603ac592edf0b2686b12e2d376f360bade40651a19

Observation 9b937d12-44ba-4735-83ef-71291794a3bc · outbound

This paper cites On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.858255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.858255Z digest=sha256:0f43c51d880a298b474f26a8a17ff51c36adf2508bf39e3b969e841bafeb4a79

Observation 2dab6c9a-9b28-4391-adcc-2cb11aefaf3b · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.359263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:13.926174Z digest=sha256:554d49445c3117f0b06b3c525977a5410728ec1efba69a56857d5d31cc5af804

Observation 4ee691a6-df6c-4f2d-929e-fa253e925aa6 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.337116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:14.121562Z digest=sha256:e75866eb2f586185dfb50de4df99426a8b346fcc3041153a325d42147355c1a4

Observation 3a32e394-6d8f-474a-ae4c-4ab4378ae1e3 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.322751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:14.186739Z digest=sha256:ded115aaadbac20070bff883370af9dce3cb146e219aa0c239796453bdcac77d

Observation 1066c8d1-0806-460f-93be-552d699da8f8 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.311204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:14.278966Z digest=sha256:aaa7d732d2cc17d55b58d105adab997c112c1b6c4e9ff257f9d5f78784dad491

Observation fd14fc8e-4f5b-40d5-892c-9edf88ad5265 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:14.368209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:14.368209Z digest=sha256:cb7554dbf006bc4715aefb2752be8ddc09b7f96acd398c0ed5fe1ef3d74e6ab2

Observation 836e50e6-5b5c-48e0-b6b1-3d018eaa797f · outbound

This paper cites AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:43:14.608470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:14.421548Z digest=sha256:42d3751f79f92db9411a56bf77f37371f8a1f6487ee4bc2fff6e8a9801fefacb

Observation 05d1d221-0e03-426f-a868-bc415266a8d8 · outbound

This paper cites Accessed: 2025-07-21.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Accessed: 2025-07-21

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:43:16.348060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T12:43:14.019300Z digest=sha256:e5d005715448c9fba12d4c807a389adca584528cd7442294dfa3c1f18b46cd12

Pith citing papers

Observation 00799705-1605-487b-bec0-a4b734d84849 · inbound

Stateful Multi-Agent LLMs for Cross-View Interface Alignment in Automotive Model-Based Systems Engineering cites this paper.

Stateful Multi-Agent LLMs for Cross-View Interface Alignment in Automotive Model-Based Systems Engineering SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-12T00:36:45.121109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T00:36:44.838603Z digest=sha256:075a94f00760bed57fa19ce7515bad5feaf9adfc7a5d2db6b3fbff0b0c6c00b5