Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:47:25.173485Z
Paper Citation Record · LEDGER
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing
As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.04456.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact2
- verified fuzzy15
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7e016cf3-9716-4853-92d2-8055665a17af · outbound
This paper cites Vehicular edge computing and networking: A survey,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Vehicular edge computing and networking: A survey,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.425703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9d6d8af1-62a6-49ff-a42b-98ebab6e1b54 · outbound
This paper cites Vehicle-assisted service caching for task offloading in vehicular edge computing,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Vehicle-assisted service caching for task offloading in vehicular edge computing,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.413610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ffbced0f-90fe-408b-a9d4-ace8ec597442 · outbound
This paper cites Joint spectrum sharing and v2v/v2i task offloading for vehicular edge computing networks based on coali- tion formation game,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Joint spectrum sharing and v2v/v2i task offloading for vehicular edge computing networks based on coali- tion formation game,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.401363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 66895e52-6f06-4e4f-8774-42663b5af3f6 · outbound
This paper cites Joint task offloading and resources allocation for hybrid vehicle edge computing systems,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Joint task offloading and resources allocation for hybrid vehicle edge computing systems,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.388630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 519c218d-987f-4b27-88af-5e09493ae440 · outbound
This paper cites Mobility-aware multi-hop task offloading for autonomous driving in vehicular edge computing and networks,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Mobility-aware multi-hop task offloading for autonomous driving in vehicular edge computing and networks,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.376206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 71f71af1-b4ad-4e8e-a4c3-83bfaeab46dd · outbound
This paper cites Computation efficient task offloading and bandwidth allocation in vec networks,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Computation efficient task offloading and bandwidth allocation in vec networks,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.363936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c0633808-5048-4222-b691-30542a1ec782 · outbound
This paper cites Integrated waveform design of radar communication based on gurobi,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Integrated waveform design of radar communication based on gurobi,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.351297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e5968370-cc73-4c4d-824e-b98daffb9377 · outbound
This paper cites Tasks offloading in vehicular edge computing network using meta-heuristic algorithms-a study of selected algorithms,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Tasks offloading in vehicular edge computing network using meta-heuristic algorithms-a study of selected algorithms,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.337675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 502a4b37-ed82-419e-aed8-ec95454db59a · outbound
This paper cites Incentive mechanism for task offload- ing and resource cooperation in vehicular edge computing networks: A deep reinforcement learning-assisted contract approach,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Incentive mechanism for task offload- ing and resource cooperation in vehicular edge computing networks: A deep reinforcement learning-assisted contract approach,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.325203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fe02b3ee-0a4b-4e94-b065-fb98273bb0e2 · outbound
This paper cites Multi-agent computing-energy-efficiency optimization in vehicular edge computing: Non-cooperative versus cooperative solutions,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Multi-agent computing-energy-efficiency optimization in vehicular edge computing: Non-cooperative versus cooperative solutions,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.312689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d1acd918-0ed7-41a2-b22e-48eaf391db5d · outbound
This paper cites A Multi-Layered Distributed Computing Framework for Enhanced Edge Computing.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing A Multi-Layered Distributed Computing Framework for Enhanced Edge Computing
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T10:47:25.228116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d08056d7-90e1-4bde-9d57-c755e597be74 · outbound
This paper cites Decentralized Network Topology Design for Task Offloading in Mobile Edge Computing.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Decentralized Network Topology Design for Task Offloading in Mobile Edge Computing
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T10:47:25.210049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 95e40713-a372-4829-9a47-d2aa3968df83 · outbound
This paper cites Joint task allocation and scheduling for multi - hop distributed computing,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Joint task allocation and scheduling for multi - hop distributed computing,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.300089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa7043c3-2e56-4d7c-82cb-b4a99b3ca5cd · outbound
This paper cites An efficient matching game approach to association formation in uav-enabled hierarchical distributed learning,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing An efficient matching game approach to association formation in uav-enabled hierarchical distributed learning,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.287388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7fbec928-5a90-4f1d-9835-919948ac9a73 · outbound
This paper cites Attention is all you need,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Attention is all you need,
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:47:25.161457Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a5af31c-37d1-4269-b330-d89076dd7224 · outbound
This paper cites Joint partial offloading and resource allocation for vehicular federated learn- ing tasks,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Joint partial offloading and resource allocation for vehicular federated learn- ing tasks,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.265899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a69c4bc7-b5d4-4ef5-ba68-001047f2ad0c · outbound
This paper cites Task offloading for multi- server edge computing in industrial internet with joint load balance and fuzzy security,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Task offloading for multi- server edge computing in industrial internet with joint load balance and fuzzy security,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.253453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b9781ff-71a1-46f7-9542-bdb8289327a6 · outbound
This paper cites Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences,.
Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:47:25.240697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.