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Paper Citation Record · LEDGER

LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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

Resolution
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T00:35:58.304472Z digest=sha256:aa4c13f80dc513aa60509a437a74bee62266b933571646851d1d55f886e549c0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T00:35:58.307040Z digest=sha256:16af2370ccd354ad5909580d0acfb5e61929f66eac0d0061fd79c214114e3581

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

Resolution
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=sha256:60fbefeaad761aae83e59c1990f1ad101c4d7e7e73dee94c94e11942d319a9e7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T00:35:58.312334Z digest=sha256:6ba8207cbf31945e5a949c4367bffdd5625e043be1490100a1ac1497369977a7

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

Resolution
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=sha256:610f54e2b144769193ffdf72cb62b33f596f33c3e606c49972ef217e2363224e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T00:35:58.317906Z digest=sha256:146e506e4ac598d7cadbe89db40b8b4fba9776cb6c3526be68581121f35db079

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:a3e72cddeaf4b098110cdf5620eb86d528dd4ba62553ffa1d49448486c148556

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=sha256:385e544ac3fde832d6d97374ea849270d92f4b41346b4ce26daf20ef51f996e4

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

Resolution
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=sha256:34f27406a421780aa34e814a71942e983510f6638a468cbb875a08864df8b8c6

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:cc4c961013739e4d2d059c7dc08c8c702decfbe80891f56e984c807bf3f0b931

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:e6a8a93110535c61b091177673a95745f2b34c3344b99ed4bd4a9d776026772a

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=sha256:087256b3717d4062b00d0bb7f1de7ff192fdc4b4f2bb3ec7ebefb1935b3ed5d0

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:de3c02c249fadcb8df7727054871a934a0066bc5c80cad6b5551dda6566f07dc

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=sha256:22fd525905986051c8891470591b0131b598da97b369fe0eb42d0dd69172f824

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T00:35:58.340233Z digest=sha256:0ff900e28830e03089dd57cecb5fac4661586a0eefbaa48bf3b3fce793181565

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=sha256:6ae75a2ce2054f3354c0bcb17ae99b6766d502993118f9b76f1e031005aea57e

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
unresolved
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:ef5f44b69fe8e1bb89ff89f54d24d9b92dde6f4533aa0ebb18e754d1bfa44cd9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T00:35:58.348763Z digest=sha256:02f9c828124de656cc220394bcd1e62878434207f69a3895b81e54e1527a8727

Pith citing papers

No inbound Pith citation observations are available.