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Paper Citation Record · LEDGER

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning

As of 13 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2411.18230.

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

pith.paper-citation-record.v1
2411.18230 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:26:16.333240Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:35:38.996486Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:49.917974Z

Reference resolution

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy20
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e1fc72e-6a5e-4f7d-bbf2-d09a51893d64 · outbound

This paper cites Vehicular Communication Network Enabled CA V Data Offloading: A Review,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Vehicular Communication Network Enabled CA V Data Offloading: A Review,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.639001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.232783Z digest=sha256:8d578019478c5c2b099a9a2424f431cbf9e591d10acf3eea3188aa9ac65f0dde

Observation 043990d3-f513-4eab-805a-3ea945e4aaaa · outbound

This paper cites Decomposition Theory Meets Reliability Analysis: Pro- cessing of Computation-Intensive Dependent Tasks Over Vehicular Clouds with Dynamic Resources,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Decomposition Theory Meets Reliability Analysis: Pro- cessing of Computation-Intensive Dependent Tasks Over Vehicular Clouds with Dynamic Resources,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.626259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.240910Z digest=sha256:c3ede99120c91e7b56693614e73bcda7f86d24e96ee28945041c6b4c86f17b31

Observation 589731c1-66dd-4162-95e6-f10ef5845578 · outbound

This paper cites Model-Assisted Learn- ing for Adaptive Cooperative Perception of Connected Autonomous Vehicles,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Model-Assisted Learn- ing for Adaptive Cooperative Perception of Connected Autonomous Vehicles,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.614391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.246133Z digest=sha256:1947284c15335cb3769af33285e5e75f1b79c6829b44e860fcf715c37684c90a

Observation 7b3302a7-bd4f-415a-8bb4-f8e6ea693e9b · outbound

This paper cites Joint Partial Offloading and Resource Allocation for Vehicular Federated Learning Tasks,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Joint Partial Offloading and Resource Allocation for Vehicular Federated Learning Tasks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.601598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.250466Z digest=sha256:1aea797bd7c11c8af5c8b3991f5003a41183e0f4ca20c764ef9ee0766916eb08

Observation 242b91ad-4fea-4a4e-b307-5c5efb1d71c4 · outbound

This paper cites Vehicular Task Offloading and Job Scheduling Method Based on Cloud-Edge Computing,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Vehicular Task Offloading and Job Scheduling Method Based on Cloud-Edge Computing,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.588750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.255310Z digest=sha256:ca8255980a8b23d29096d6fc2072f58571765f113986f7f25390fdd583da9cf9

Observation db07d302-b253-4e25-995c-e8582265d554 · outbound

This paper cites A Digital Twin-Assisted Intelligent Partial Offloading Approach for Vehicular Edge Computing,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning A Digital Twin-Assisted Intelligent Partial Offloading Approach for Vehicular Edge Computing,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.576253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.260785Z digest=sha256:d127b5183a4016d5a470b1ab5fbd49ed9ff8b364ddd1a38bf7f08890f755026d

Observation 3a7a49f5-eea6-46d2-a4be-dba1a57104ea · outbound

This paper cites Partial Offloading and Resource Allocation for MEC-Assisted Vehicular Networks,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Partial Offloading and Resource Allocation for MEC-Assisted Vehicular Networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.563104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.266322Z digest=sha256:b48a43d28ea3edcfc8ea129c221f01e923f825f0a0591a56e3023399c0d5dc6b

Observation ca776daa-d858-4f6f-b7c6-b7e6af8ae6b3 · outbound

This paper cites RADiT: Resource Allocation in Digital Twin-Driven UA V-Aided Internet of Vehicle Networks,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning RADiT: Resource Allocation in Digital Twin-Driven UA V-Aided Internet of Vehicle Networks,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.549638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.270888Z digest=sha256:326e5147054d21829435c3a325da68c9d0cfe139bb4efe98c791de3ebeb9534f

Observation 9f767b9a-2e8d-4085-8a8d-4903f3d266f1 · outbound

This paper cites Dependency-Aware Task Offloading and Service Caching in Vehicular Edge Computing,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Dependency-Aware Task Offloading and Service Caching in Vehicular Edge Computing,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.535304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.275015Z digest=sha256:8c330d56d286923931ff64cecbd938c4a7c98f683d0d31bafc20ab288da3711c

Observation b06ee5b1-c671-4726-b45c-0f37dac1ab40 · outbound

This paper cites Low- Latency Scheduling Approach for Dependent Tasks in MEC-Enabled 5G Vehicular Networks,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Low- Latency Scheduling Approach for Dependent Tasks in MEC-Enabled 5G Vehicular Networks,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.522239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.279506Z digest=sha256:70f260f00efd38f844d1c633333abe1fa90f8f8e83ea089c950197e3fc968cb9

Observation d4f2fd74-9a38-49b9-acf9-cee62996f3a3 · outbound

This paper cites Optimal Joint Scheduling and Cloud Offloading for Mobile Applications,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Optimal Joint Scheduling and Cloud Offloading for Mobile Applications,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.509655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.284041Z digest=sha256:65771fd211ed9aebf1ded740703f26fe66869fc6b1166eaa2aa1ecde7b402a6d

Observation 05d5e36c-72f2-4ba9-9d40-52cc08362ccd · outbound

This paper cites Leveraging UA Vs for Coverage in Cell-Free Vehicular Networks: A Deep Reinforcement Learning Approach,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Leveraging UA Vs for Coverage in Cell-Free Vehicular Networks: A Deep Reinforcement Learning Approach,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.496556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.288588Z digest=sha256:71fcd06e73765b76ff687d1072fc71c1cc3e64aae0e133291d0bdc33ef4b8219

Observation 89f3cbe8-3a39-402e-a6ce-62c4ddabbb3e · outbound

This paper cites Dependency-Aware Task Scheduling in Vehicular Edge Computing,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Dependency-Aware Task Scheduling in Vehicular Edge Computing,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.483272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.292859Z digest=sha256:a87b87912d72ff33d1db68cde3d422dd078d726f8588dbd1a114c79d5ad2b826

Observation 255964d0-caed-41e6-8e66-951beef685d8 · outbound

This paper cites Reinforcement Learning: An Introduction,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Reinforcement Learning: An Introduction,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.471301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.298497Z digest=sha256:7c0bdd14957e1ecd0e44feedd66353300d72dcf2d84d52a3cbce5b4f245dc6e5

Observation 4d1874fd-29c1-4cda-9778-ab8c96cffc8b · outbound

This paper cites Synthetic Experience Replay,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Synthetic Experience Replay,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.458607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.303754Z digest=sha256:e5e8f4a0f5e0b00d7b9a4a5ecf1bc558430a1b52e9b506a52de635c8c26a906a

Observation cca8cc38-bfbe-4410-ab9e-e602e0f5f0e4 · outbound

This paper cites Deep Reinforcement Learning with Double q-Learning,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Deep Reinforcement Learning with Double q-Learning,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.443619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.312114Z digest=sha256:b0ad11d3dd83b0757fd57964f03f67feb16796470a28ff0d19a4a182a8af3620

Observation 5318aea1-6d5f-49cb-b2b8-03d4eafc9ec5 · outbound

This paper cites A Survey on Generative Diffusion Models,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning A Survey on Generative Diffusion Models,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.429256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.317381Z digest=sha256:7120601ee698e8178fc1b8d2a175a8a40cffa606a5cb77cb9bd98f731a8cb680

Observation aaa559e2-1e54-49b2-81d3-0858bcb17862 · outbound

This paper cites Elucidating the Design Space of Diffusion-Based Generative Models,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Elucidating the Design Space of Diffusion-Based Generative Models,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.412931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.324129Z digest=sha256:3f36863d17ee38745e684267216121d5ae36df2e52817777b80bcadd44efab57

Observation 629bb3ef-4471-4477-81bd-e523735a6b3a · outbound

This paper cites Microscopic Traffic Simulation Using SUMO,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Microscopic Traffic Simulation Using SUMO,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.395430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.328758Z digest=sha256:33a9b76c0e16fdfb99cab428c57b5c9fb9e069f98383b00de14c9f02a109001c

Observation 48e634ee-ab54-4c9e-b725-2f10acf24461 · outbound

This paper cites Multi-User Offloading for Edge Computing Networks: A Dependency-Aware and Latency- Optimal Approach,.

Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning Multi-User Offloading for Edge Computing Networks: A Dependency-Aware and Latency- Optimal Approach,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:26:16.379195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:26:16.333240Z digest=sha256:68c39be3aeb4d1aa633df2a475f631974fb7a0db45b24eb32df7e23275d21dae

Pith citing papers

Observation da8e7fca-e5f5-4a0d-877a-5392fb9cdaae · inbound

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences cites this paper.

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:35:49.980017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:35:38.996486Z digest=sha256:88f31825776f12d1c6130a13fc40b7332ecefa475cf2da3531e573b3d08bce59