Paper Citation Record · LEDGER

EffiComm: Bandwidth Efficient Multi Agent Communication

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2507.19354.

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

pith.paper-citation-record.v1
2507.19354 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:59:58.127845Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:20:04.350876Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:20:04.437490Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy20
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe7ef74c-1444-4595-9f6c-6acc8ee570f4 · outbound

This paper cites Deep continuous fusion for multi-sensor 3d object detection,.

EffiComm: Bandwidth Efficient Multi Agent Communication Deep continuous fusion for multi-sensor 3d object detection,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.531353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a582a7fc-8873-40d6-8180-6c57c4d5d337 · outbound

This paper cites Robust real-time multi-vehicle collaboration on asynchronous sensors,.

EffiComm: Bandwidth Efficient Multi Agent Communication Robust real-time multi-vehicle collaboration on asynchronous sensors,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.516915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 474e8f39-4636-4268-a04c-8fcf88b80fd3 · outbound

This paper cites Real- world problems in collaborative perception: A categorized review of intermediate fusion methods,.

EffiComm: Bandwidth Efficient Multi Agent Communication Real- world problems in collaborative perception: A categorized review of intermediate fusion methods,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.502680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce0ee06a-2e60-4128-95cf-1862f98faf88 · outbound

This paper cites Evolutionary v2x technolo- gies toward the internet of vehicles: Challenges and opportunities,.

EffiComm: Bandwidth Efficient Multi Agent Communication Evolutionary v2x technolo- gies toward the internet of vehicles: Challenges and opportunities,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.488317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d68085cd-e2ae-4362-9423-10abd373c98a · outbound

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

EffiComm: Bandwidth Efficient Multi Agent Communication Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communication,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.472630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5592bb22-1f1f-45bc-a110-ddd61352ef62 · outbound

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

EffiComm: Bandwidth Efficient Multi Agent Communication F-cooper: Feature based cooperative perception for autonomous vehicle edge computing using 3d point clouds,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.456840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 004149fd-4915-4ec5-89ff-3c52e4edeac7 · outbound

This paper cites Discograph: Learning distilled collaboration graph for multi-agent perception,.

EffiComm: Bandwidth Efficient Multi Agent Communication Discograph: Learning distilled collaboration graph for multi-agent perception,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.441570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24a35183-cb7d-4f12-904d-eab488c34e7c · outbound

This paper cites Vehicle–infrastructure cooperative 3d object detection via feature flow prediction,.

EffiComm: Bandwidth Efficient Multi Agent Communication Vehicle–infrastructure cooperative 3d object detection via feature flow prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.425285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 57c77208-6a74-4e49-9e6b-0ac309063064 · outbound

This paper cites Slim-fcp: Lightweight feature-based cooperative perception for connected au- tomated vehicles,.

EffiComm: Bandwidth Efficient Multi Agent Communication Slim-fcp: Lightweight feature-based cooperative perception for connected au- tomated vehicles,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.408720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44361125-c4ea-44f3-ad91-0b0b2c5b52da · outbound

This paper cites VIMI: Vehicle-Infrastructure Multi-view Intermediate Fusion for Camera-based 3D Object Detection.

EffiComm: Bandwidth Efficient Multi Agent Communication VIMI: Vehicle-Infrastructure Multi-view Intermediate Fusion for Camera-based 3D Object Detection

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:58.044830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d493f1f2-1616-4384-92a3-c86d0865ae94 · outbound

This paper cites Scalable feature compres- sion for edge-assisted object detection over time-varying networks,.

EffiComm: Bandwidth Efficient Multi Agent Communication Scalable feature compres- sion for edge-assisted object detection over time-varying networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.393349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad6142f2-bf59-4077-a3a2-e4636f2436b9 · outbound

This paper cites When2com: Multi-agent perception via communication graph grouping,.

EffiComm: Bandwidth Efficient Multi Agent Communication When2com: Multi-agent perception via communication graph grouping,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:58.056508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6b7ac11-5720-46c9-ab87-ed68ce3a880d · outbound

This paper cites Select2col: Leveraging spatial-temporal importance of semantic information for efficient collaborative perception,.

EffiComm: Bandwidth Efficient Multi Agent Communication Select2col: Leveraging spatial-temporal importance of semantic information for efficient collaborative perception,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.368266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8b6a8104-adef-4fd4-9f30-35a155a3ad13 · outbound

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

EffiComm: Bandwidth Efficient Multi Agent Communication Where2comm: Communication-efficient collaborative perception via spatial confi- dence maps,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.352516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 191b5d59-b025-4ae2-8bf5-0e7b797737c1 · outbound

This paper cites Bm2cp: Efficient collaborative perception with lidar-camera modalities,.

EffiComm: Bandwidth Efficient Multi Agent Communication Bm2cp: Efficient collaborative perception with lidar-camera modalities,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.335281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be9efb2e-ed17-4f56-bf7d-a33c94a1deab · outbound

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

EffiComm: Bandwidth Efficient Multi Agent Communication V2x-vit: Vehicle-to-everything cooperative perception with vision transformer,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.319801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc769b2b-90e1-4bbd-99da-7ae6b84b182b · outbound

This paper cites Edgecooper: Cooperative perception with edge attention for autonomous driving,.

EffiComm: Bandwidth Efficient Multi Agent Communication Edgecooper: Cooperative perception with edge attention for autonomous driving,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.303708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0834d67-2187-481d-bdd7-dc3160f798cf · outbound

This paper cites Outrageously large neural networks: The sparsely- gated mixture-of-experts layer,.

EffiComm: Bandwidth Efficient Multi Agent Communication Outrageously large neural networks: The sparsely- gated mixture-of-experts layer,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.285684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e67c944-529f-4285-957e-a9c0bcdba121 · outbound

This paper cites Scaling vision with sparse mixture of experts,.

EffiComm: Bandwidth Efficient Multi Agent Communication Scaling vision with sparse mixture of experts,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.268716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 571fc792-41c0-4a85-b24f-7160503e2dd5 · outbound

This paper cites Pointpillars: Fast encoders for object detection from point clouds,.

EffiComm: Bandwidth Efficient Multi Agent Communication Pointpillars: Fast encoders for object detection from point clouds,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:58.099213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab07a82-4a3a-4431-a614-2e0036794921 · outbound

This paper cites Insightdrive: Insight scene representation for end-to-end autonomous driving,.

EffiComm: Bandwidth Efficient Multi Agent Communication Insightdrive: Insight scene representation for end-to-end autonomous driving,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.240910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 288f518b-1afe-4af6-9fbf-ac5cfead06d5 · outbound

This paper cites Rate distortion theory: A mathematical basis for data compression,.

EffiComm: Bandwidth Efficient Multi Agent Communication Rate distortion theory: A mathematical basis for data compression,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.224995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56fed6dc-5044-405a-ba17-16c9c76c9912 · outbound

This paper cites Opencda: an open cooperative driving automation framework integrated with co-simulation,.

EffiComm: Bandwidth Efficient Multi Agent Communication Opencda: an open cooperative driving automation framework integrated with co-simulation,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:58.116586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ac58e9-c920-42b6-b4f0-e683ebe7babc · outbound

This paper cites CARLA: An open urban driving simulator,.

EffiComm: Bandwidth Efficient Multi Agent Communication CARLA: An open urban driving simulator,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:58.122839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9015e391-5b90-456b-abff-124568a66cc3 · outbound

This paper cites Collabo- rative perception datasets in autonomous driving: A survey,.

EffiComm: Bandwidth Efficient Multi Agent Communication Collabo- rative perception datasets in autonomous driving: A survey,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:58.187059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 63721ee2-ccb6-47e2-a89e-532767f6f82d · inbound

SlimComm: Doppler-Guided Sparse Queries for Bandwidth-Efficient Cooperative 3-D Perception cites this paper.

SlimComm: Doppler-Guided Sparse Queries for Bandwidth-Efficient Cooperative 3-D Perception EffiComm: Bandwidth Efficient Multi Agent Communication

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:20:04.444978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.