Pith. sign in

Paper Citation Record · LEDGER

V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2408.09251.

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

pith.paper-citation-record.v1
2408.09251 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:45:56.068192Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:29:38.011796Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a0f0db94-d0fc-474f-98a3-f1917d5320ad · inbound

Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation cites this paper.

Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T05:45:56.068192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:45:56.068192Z digest=sha256:7e68fbde3715564b1728f1e2b56854cd134a0c3f04bed76d30959624d970673a

Observation 427c392e-c1fa-4ba3-94d2-6e0b1dac4b75 · inbound

AirV2X: Unified Air-Ground Vehicle-to-Everything Collaboration cites this paper.

AirV2X: Unified Air-Ground Vehicle-to-Everything Collaboration V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T23:10:58.779568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:10:58.779568Z digest=sha256:8ea8a2542ffdb9d905cc76cc98069052339a805e9c354954d6241a0a2ebed662

Observation 8e4285e3-8481-4d4b-85aa-425f9f0a2e2c · inbound

Automated Vehicles Should be Connected with Natural Language cites this paper.

Automated Vehicles Should be Connected with Natural Language V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T21:48:57.899715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:48:57.899715Z digest=sha256:dfa71ea3ab4a596d3f97d4045d0bcdf37403346c9b9de2bd6d9a925a178da089

Observation 961c3e8f-a32a-4c77-ab2c-82d91b8744f9 · inbound

Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition cites this paper.

Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T12:39:07.063571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:39:07.063571Z digest=sha256:a25c70e8e695ff860d8b7bf908f6a7f1a6c470852abf66bbc2efb0e84991fd60

Observation 6460ee49-033c-4ed3-ac1c-fbb9ca9201cb · inbound

Edge-Based Multimodal Sensor Data Fusion with Vision Language Models (VLMs) for Real-time Autonomous Vehicle Accident Avoidance cites this paper.

Edge-Based Multimodal Sensor Data Fusion with Vision Language Models (VLMs) for Real-time Autonomous Vehicle Accident Avoidance V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T05:57:51.063058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:57:51.063058Z digest=sha256:15ee603e8017a86c37044de7fc58bc3dc2cba0174fc541338b5d948e20eb12cd

Observation 85ae54ca-7985-49e5-995f-169ab6c11b4b · inbound

IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding cites this paper.

IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T21:08:17.968848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:08:17.968848Z digest=sha256:bc738990a5e44272d802bd2bf65477e34e30a2b75096b5dcc90b3590adc51976

Observation 5f15abbd-6293-4c0a-8219-9b91a60e4dff · inbound

Spatial-aware Vision Language Model for Autonomous Driving cites this paper.

Spatial-aware Vision Language Model for Autonomous Driving V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-03T13:26:09.216484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:26:09.216484Z digest=sha256:b613b58b5b67b800f98adf7fb390077c41936a211e0206a3093905471a4e0f2e

Observation ca90bb6a-05ab-4d36-93c0-fc276699d49c · inbound

TSHA: A Benchmark for Visual Language Models in Trustworthy Safety Hazard Assessment Scenarios cites this paper.

TSHA: A Benchmark for Visual Language Models in Trustworthy Safety Hazard Assessment Scenarios V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-02T17:05:15.087656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:05:15.087656Z digest=sha256:2c7bfa289551a7b705a19faa02b272aa3e1e1f74c727f9d27a5db9bed87cfb3d

Observation 53190223-7319-43ee-85a5-bc74a130279b · inbound

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support cites this paper.

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 122

Resolution
verified exact
arxiv_id, observed 2026-07-01T20:56:14.223442Z

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.

source=pdf_text observed=2026-06-28T17:35:21.127740Z digest=sha256:11b38ba6fb0b74ae43d4e67a1f3e61b0201847e96752059fcaf168a48d9bb589

Observation 484ef89e-e862-4db0-b279-80046e40b02c · inbound

OmniV2X: A Generative Foundation Planner for Efficient End-to-End Cooperative Driving cites this paper.

OmniV2X: A Generative Foundation Planner for Efficient End-to-End Cooperative Driving V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-07-04T06:29:38.013823Z

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.

source=pdf_text observed=2026-06-26T14:24:07.496389Z digest=sha256:169f14745ce95ebd24b5aed8c3dcd39a655db29224be9293e8400439db97ccd9