Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:43:14.421548Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.21585.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:43:14.421548Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 208ac0b2-2e4d-4ded-9ea1-568385abb12d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86932e03-ed87-4b7c-a304-af7d91f7cef6 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Qwen2.5-VL Technical Report
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c2b7f56-7515-4404-b92e-c614e4e9ec45 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44dea1fb-3413-481d-8c86-6501d926bea7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8438b07d-5d8a-4421-9bf1-a658af724ab6 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 5
Source-reported events for the cited work
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Observation 13c538cf-d29b-4180-84f9-95d96dd73a4a · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 6
Source-reported events for the cited work
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Observation 72e75219-feaf-4857-9716-51f08d1d9aa2 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b630edb4-2e48-4f98-b461-a1c86bc17d58 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11f2d8c4-8f35-48c6-9037-9e79d273df7f · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d725c0df-e1cf-45dd-a68a-448433325571 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14379ee8-a141-4c23-9852-210ff10b6d32 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f26e331-b50f-4d91-a108-3e6bf18e7ceb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 525d7972-6fb7-437c-82d3-5d72d60e0973 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation LightRAG: Simple and Fast Retrieval-Augmented Generation
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d65e78e0-3c55-4dae-8a27-730cd21a5489 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9124b03b-a9c1-4f1b-9257-5e77a5078749 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 56db1bcb-80d7-45e6-9b19-d2b7b25b9324 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a791e8cb-f847-4065-8007-4df645d3305e · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation LLaVA-OneVision: Easy Visual Task Transfer
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21e856cf-8c4b-4112-b25d-3bf6a2c0c40a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3d57361-9af9-4237-bb3e-2a7b8ce64bf7 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ea34320-72cc-4f8b-a784-9a86d08e55eb · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d3a4b8d8-0cca-4448-bf7d-e36d2cfa8bf0 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1ab5b335-5963-45cc-8779-08453305f1b7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a703eac-ac25-494a-9b16-03e5bc32afde · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f31f47d9-a85f-4748-baad-b6f8be6d7ba4 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 466abe31-c157-43bd-970f-013336e4ff79 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0d22b873-cc78-423c-a4d0-ae1e19929cd8 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82bea3a9-926e-4252-8688-64904f833f63 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation A Language Agent for Autonomous Driving
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdd96798-a85b-4d8e-a8a1-a7d93ad0ed42 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Generation-Augmented Retrieval for Open-domain Question Answering
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2146c4f8-43d1-4352-849e-57ae02f883c7 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63f6338e-4447-423b-ba8c-487398362f72 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa645313-e3f7-411c-8a2e-7c1b9c84b292 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation GPT-4 Technical Report
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa481ad1-50dc-4a53-ba95-38e8808c1c96 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d1348db-2d20-41bb-bb8f-12a8f1e5ebdb · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8aee5f8-a198-4685-bdb4-dd8d6d8e9f1d · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cc98d75-1473-4a22-a7a7-9ace5b37afd4 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6811a53b-453e-4d99-ba37-c329230e9fa9 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a53d1416-bcec-4655-b1bf-93f80cd9b3df · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4736bd04-c71a-4688-94ee-10fa3a6909e0 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39be884f-6d08-4e32-9390-11bb82176a73 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2af0cf2-3c04-4757-92f1-d7f631d6d8ee · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e8673ff3-dd16-4324-8701-9693a7714517 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdfeb0eb-b620-46e4-8282-73d35eb18a3e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8be1a33b-b630-4d70-9886-abd17e414a25 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9b937d12-44ba-4735-83ef-71291794a3bc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dab6c9a-9b28-4391-adcc-2cb11aefaf3b · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ee691a6-df6c-4f2d-929e-fa253e925aa6 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a32e394-6d8f-474a-ae4c-4ab4378ae1e3 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1066c8d1-0806-460f-93be-552d699da8f8 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd14fc8e-4f5b-40d5-892c-9edf88ad5265 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 836e50e6-5b5c-48e0-b6b1-3d018eaa797f · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05d1d221-0e03-426f-a868-bc415266a8d8 · outbound
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Accessed: 2025-07-21
Reference 2023
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.