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Paper Citation Record · LEDGER

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.00690.

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

pith.paper-citation-record.v1
2608.00690 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:35:58.348763Z

measured 19 of 19 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 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

19 of 19 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d33cc37-e986-4698-b2e9-30fe5f90915a · outbound

This paper cites Diversity maximized scheduling in roadside units for traffic monitoring applications,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Diversity maximized scheduling in roadside units for traffic monitoring applications,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-05T00:35:58.858688Z

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.

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Observation 3dbcefe2-05ea-4d8c-aa5c-c02df59e8634 · outbound

This paper cites An approach to improve the quality of service in dtn and non-dtn based vanet,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving An approach to improve the quality of service in dtn and non-dtn based vanet,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-05T00:35:58.850584Z

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=2026-08-05T00:35:58.304472Z digest=sha256:3c19e3da4726df3f8189f4a15c8346a93bcb64b0a35917308b5bc86cc76bb558

Observation e76a7b66-4ea1-403c-9bd3-ea738f478ad7 · outbound

This paper cites Extended visibility of autonomous vehicles via optimized cooperative perception under imperfect commu- nication,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Extended visibility of autonomous vehicles via optimized cooperative perception under imperfect commu- nication,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T00:35:58.841126Z

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=2026-08-05T00:35:58.307040Z digest=sha256:3899c197fc2948ff9b18427c7767406b48710ef969071aeb079d7ffda1cf0264

Observation e825a98e-f4e7-4cb0-9258-27b32e602228 · outbound

This paper cites Cooper: Cooperative perception for connected autonomous vehicles based on 3d point clouds,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Cooper: Cooperative perception for connected autonomous vehicles based on 3d point clouds,

Reference 4

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unresolved
no resolver link, observed 2026-08-05T00:35:58.309675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.309675Z digest=sha256:773f36b9410fba02db562e9ed51395486a051eb2b4b42bf806a6110983ca6595

Observation 32e235bd-fdbd-420c-bc9f-ec2b6854c9ea · outbound

This paper cites Confidence- v2x: Confidence-driven sparse communication for efficient v2x coopera- tive perception,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Confidence- v2x: Confidence-driven sparse communication for efficient v2x coopera- tive perception,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T00:35:58.827683Z

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=2026-08-05T00:35:58.312334Z digest=sha256:e18d1869691fa4484d009e4b18108c8b2590b68b212b89a199ad31135b52ca61

Observation a7452bce-214e-4a92-b00d-6d922c0b3d24 · outbound

This paper cites V2v-llm: Vehicle-to-vehicle cooperative autonomous driving with multi-modal large language models,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving V2v-llm: Vehicle-to-vehicle cooperative autonomous driving with multi-modal large language models,

Reference 6

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unresolved
no resolver link, observed 2026-08-05T00:35:58.314947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.314947Z digest=sha256:d0c167feef16e0e9033198f5d76348c3835b59c33a0a509fcd417ef0111ddc34

Observation 596ff979-0ed4-4354-9bdc-d42b66dfb5b8 · outbound

This paper cites Reliability-aware determinantal point processes for robust informative data selection in large language models,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Reliability-aware determinantal point processes for robust informative data selection in large language models,

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-08-05T00:35:58.570846Z

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=2026-08-05T00:35:58.317906Z digest=sha256:ef6bada6b462b52cff71a590b4685c9bc039fdfcd77adbf687e72b58c53e6dfd

Observation 9863aa56-a31c-475c-98aa-a0711f0583d8 · outbound

This paper cites F-cooper: Feature based cooperative perception for autonomous vehicle edge computing system using 3d point clouds,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving F-cooper: Feature based cooperative perception for autonomous vehicle edge computing system using 3d point clouds,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.320245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.320245Z digest=sha256:106d126c40982e37a11869a3d35e3e63fe3d2e544ce09a8fb68be6be4b595c24

Observation 8028c6dd-ad48-473f-ace5-3c913082e0aa · outbound

This paper cites V2vnet: Vehicle-to-vehicle communication for joint perception and prediction,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving V2vnet: Vehicle-to-vehicle communication for joint perception and prediction,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.322641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.322641Z digest=sha256:8f7a62306c48894272d61603210b2881ad419d5b5470603758b9c7534465e879

Observation c9f02a19-b2b9-4181-9dcd-4e5ebb748d85 · outbound

This paper cites CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers

Reference 10

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unresolved
no resolver link, observed 2026-08-05T00:35:58.325019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.325019Z digest=sha256:570bc1910e6e226e64b96f357a26c9c0c627ca935e35dc46cc5b550901bdca2c

Observation a20394a3-a70b-4d29-b43f-01167712cf2b · outbound

This paper cites V2x-vit: Vehicle-to-everything cooperative perception with vision transformer,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving V2x-vit: Vehicle-to-everything cooperative perception with vision transformer,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.327739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.327739Z digest=sha256:bd2d68305d8f1159f0222ede86043f58434151f0dc1182c30e4670fbe79fa9c7

Observation 3e454b9f-a014-4986-8e83-d2488d3bf55e · outbound

This paper cites Where2comm: Communication-efficient collaborative perception via spatial confidence maps,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Where2comm: Communication-efficient collaborative perception via spatial confidence maps,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.330432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.330432Z digest=sha256:2ef996a9195d63eb8826c81fe9643e9a0bd5b082d6887d71ca0d3768ca5b0f50

Observation 0016775a-68de-4a82-ac00-0f3fbe8358a3 · outbound

This paper cites Drivegpt4: Interpretable end-to-end autonomous driving via large language model,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Drivegpt4: Interpretable end-to-end autonomous driving via large language model,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.332759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.332759Z digest=sha256:c90f7753bc2e4211bde1326847a542b801cd9b394eb107fcc605036122475701

Observation d9f22cb0-cd8a-4c44-94c0-42c3e0c41b03 · outbound

This paper cites Lmdrive: Closed-loop end-to-end driving with large language models,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Lmdrive: Closed-loop end-to-end driving with large language models,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.335518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.335518Z digest=sha256:a41be7d66b95dc4774f17913b88f0cc7181f6299479ccda0e7db304888c4675b

Observation ad44ac87-6b52-4e39-853c-e21b9c7df344 · outbound

This paper cites Drivelm: Driving with graph visual ques- tion answering,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Drivelm: Driving with graph visual ques- tion answering,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T00:35:58.337808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.337808Z digest=sha256:6639a5fb4a02c65b60ef2c9285353745d75dd74f3d96d5cdced6e850a26a6ef5

Observation a70c13ce-8178-46c9-a72c-a155da16be2d · outbound

This paper cites Drivegpt4-v2: Harnessing large language model capabilities for enhanced closed-loop autonomous driving,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Drivegpt4-v2: Harnessing large language model capabilities for enhanced closed-loop autonomous driving,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T00:35:58.785196Z

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=2026-08-05T00:35:58.340233Z digest=sha256:01b76c0271e64ef036de59ce552b9a02712882bcbb5252a8b85870913ff37543

Observation 5eac50f2-db6d-4e7d-832d-e4aec3ec9b00 · outbound

This paper cites EMMA: End-to-End Multimodal Model for Autonomous Driving.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving EMMA: End-to-End Multimodal Model for Autonomous Driving

Reference 17

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no resolver link, observed 2026-08-05T00:35:58.343581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.343581Z digest=sha256:e4702ba52ae8bafe934e41fbe6d73b99e8691d7a7fbe4b2be5368df818f40623

Observation c694e92b-96f3-4153-903f-3f65e6bb4d64 · outbound

This paper cites Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to- vehicle communication,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to- vehicle communication,

Reference 18

Resolution
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no resolver link, observed 2026-08-05T00:35:58.346281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:35:58.346281Z digest=sha256:d1af2a6a0d414eff2950500e6f946a888f0ccbe703221c2ed66a3208c1266f9e

Observation 795f3c4c-e30c-416f-89fd-afdf706fff49 · outbound

This paper cites V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception,.

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T00:35:58.772027Z

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.

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Pith citing papers

No inbound Pith citation observations are available.