Paper Citation Record · LEDGER

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving

As of 21 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2506.14100.

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

pith.paper-citation-record.v1
2506.14100 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:57:27.621248Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

verified exact7
verified fuzzy1
unresolved43
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c8591e4-5a86-4514-979b-16556687b215 · outbound

This paper cites Alnaser, Arman Sargolzaei, and Mustafa Ilhan Akbaş.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Alnaser, Arman Sargolzaei, and Mustafa Ilhan Akbaş

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.400783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f4bbb1-b203-4fab-a134-36954c18a6e4 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.178369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9027ade-1a04-441d-9529-6c650ed60bc5 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.167449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f536d5fc-3ec1-4f11-b591-8e795af19a3b · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.155830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6293767d-2128-4033-b568-c23a3ee52d7d · outbound

This paper cites (In)stability of black holes in the 4D Einstein-Gauss-Bonnet and Einstein-Lovelock gravities.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving (In)stability of black holes in the 4D Einstein-Gauss-Bonnet and Einstein-Lovelock gravities

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.418027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dab7f86-083b-434b-a98b-1b60245d8717 · outbound

This paper cites NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.422487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06189a46-bef8-4d6b-ac42-b57df1ba1047 · outbound

This paper cites Argoverse: 3D Tracking and Forecasting with Rich Maps.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Argoverse: 3D Tracking and Forecasting with Rich Maps

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.427364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a7169e-2295-4da7-8f8e-3068a18f54bd · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.431618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4389f5d2-4f3d-44fb-b400-6fa97ca3e6ca · outbound

This paper cites Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.439293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8229165-960d-42bc-aa74-60a9e6c48743 · outbound

This paper cites Chidhambararajan, Aman Rangapur, S.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Chidhambararajan, Aman Rangapur, S

Reference 11

Resolution: verified exact; doi, observed 2026-08-15T19:57:27.691451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 06a0e2b7-7b7c-4aec-9890-2ef0fb139204 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.144936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6aad0c25-bd7d-4b60-8775-041cbfde5152 · outbound

This paper cites Personalized Autonomous Driving with Large Language Models: Field Experiments.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Personalized Autonomous Driving with Large Language Models: Field Experiments

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.456481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e991ec7-962a-40bd-965c-c8759bd7b0e2 · outbound

This paper cites On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.460446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f207f273-2a20-44df-ba53-16d4bf67de4c · outbound

This paper cites CARLA: An Open Urban Driving Simulator.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving CARLA: An Open Urban Driving Simulator

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.464360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adad0e73-58b5-43fe-84fa-3007d0e15b43 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.134656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3850ff52-acf7-43e1-aeb7-ce3ede3da27d · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.123844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8271870b-eca5-4519-97ee-5877f59c9813 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.475443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 791c685e-b7d3-4b9a-aee0-96656be51b00 · outbound

This paper cites Anchor-based Robust Finetuning of Vision-Language Models.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Anchor-based Robust Finetuning of Vision-Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:57:28.681936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0748db8-7e81-4004-8681-f9dcaf9dd4f4 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.484372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f745491-5906-4126-be3c-9b5ea28d0853 · outbound

This paper cites Madhava Krishna, and Vineet Gandhi.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Madhava Krishna, and Vineet Gandhi

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.488066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f25d2518-3b26-4cea-8015-7869d4b178b6 · outbound

This paper cites EDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving EDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.491993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f655e2ab-29e6-4e3a-8c71-af7f6969e7a8 · outbound

This paper cites Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.496072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adac6585-2d8d-47ed-99c4-34b8ab00cd81 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.500047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7cf440-03ba-4c9d-b9e7-9c61f382c171 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.112042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1783c62-e8cb-433b-a113-875e861ef66b · outbound

This paper cites Tian, and Panos D.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Tian, and Panos D

Reference 28

Resolution: verified exact; doi, observed 2026-08-15T19:57:27.680284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ccfc1c5f-e80d-4838-8845-f6b84c8bd29e · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.515688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b580602-0215-4999-b077-cf5f90585227 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.519200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec5c784c-6740-42c8-9bdc-852c3a094006 · outbound

This paper cites A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:57:28.275114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68efcfc4-05b8-4904-82c6-a3f7b1e0f7bf · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.526991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97a2e97-5355-42a4-8b37-b5363db8df6c · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.100229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90794f0e-a070-4d0d-89fa-3fc9ce17f391 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-15T19:57:28.258836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed2f9196-24de-420d-9e20-895462fded3d · outbound

This paper cites ALT-Pilot: Autonomous navigation with Language augmented Topometric maps.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving ALT-Pilot: Autonomous navigation with Language augmented Topometric maps

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.538948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b74cc99-a911-42fc-a179-ed9fed9e4f10 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:57:29.088825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44bba9d2-7bd9-47dc-9b8f-69d57183d3ac · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.547476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec1152e1-6800-49da-ab5c-5ca527f00401 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 38

Resolution: verified exact; raw_fallback, observed 2026-08-15T19:57:28.109849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cba5dc58-839e-49f6-9fe6-679aaed924e2 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.555423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d282c9eb-ad26-4cca-aacc-14dd8ccf23be · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 40

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T19:57:29.078436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5086485-e89d-4221-af0f-663d1e4fd7cd · outbound

This paper cites Ng, et al.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Ng, et al

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:57:29.068142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db2b33fb-ee17-4ef1-a2fe-033c290df196 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Learning Transferable Visual Models From Natural Language Supervision

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.567395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b7e92f7-d5cc-406d-aa49-3a784f505f4f · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.571613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747b9bbe-9671-4791-9e79-459f6dbd1628 · outbound

This paper cites LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.575471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc42f57-a7d9-4ba2-bbb0-c20b32aa7222 · outbound

This paper cites 2018.AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving 2018.AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.579713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9e784e-45c5-4ccb-8334-f37dbe4adee2 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.583477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac0ee4a6-5043-4cfe-aedb-af1bfe92471c · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.586813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99a4256e-981f-4e05-9ccf-93c630ed43ed · outbound

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

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.591159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dc19070-0191-496b-90df-5ec5db7509db · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.595370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a6d673-e7da-4f05-ae8a-5b3f822adbb6 · outbound

This paper cites Language Prompt for Autonomous Driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Language Prompt for Autonomous Driving

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.598990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6440b5cb-f13d-4197-b24c-5fd3d2282ef4 · outbound

This paper cites VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.603101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03228438-55c1-4d45-b405-0dea83082392 · outbound

This paper cites Wong, Zhenguo Li, and Hengshuang Zhao.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Wong, Zhenguo Li, and Hengshuang Zhao

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.608374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77f23c2-de40-4c47-bbd5-ccb215bf57c6 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 53

Resolution: verified exact; doi, observed 2026-08-15T19:57:27.654852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65a6e649-660a-4265-9ef6-fc67fa6618b9 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.617120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c1398c7-fcb9-4f34-a216-b64d000f9d14 · outbound

This paper cites Poskitt, Yang Liu, and Zijiang Yang.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Poskitt, Yang Liu, and Zijiang Yang

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:27.621248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.