Paper Citation Record · LEDGER

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach

As of 20 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2502.10149.

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

pith.paper-citation-record.v1
2502.10149 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:16:36.248556Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy13
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3fd25319-c8e3-4a1c-8dbb-3ba170a4dcce · outbound

This paper cites A survey of driving safety with sensing, vehicular communications, and artificial intelligence-based collision avoidance,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach A survey of driving safety with sensing, vehicular communications, and artificial intelligence-based collision avoidance,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.624771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62b988f4-9a2e-4717-8438-0b290c57f3b0 · outbound

This paper cites Networking and communications in autonomous driving: A survey,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Networking and communications in autonomous driving: A survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.607212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cc59bfe4-f9a0-43d2-900e-940bf36a3b95 · outbound

This paper cites Survey on multi-access edge computing for internet of things realiza- tion,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Survey on multi-access edge computing for internet of things realiza- tion,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.590831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9eebe68c-c4ca-4cb5-a6b2-bb2a8f9c198b · outbound

This paper cites Roadside irs-aided vehicular communication: Efficient channel estimation and low-complexity beam- forming design,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Roadside irs-aided vehicular communication: Efficient channel estimation and low-complexity beam- forming design,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.574470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0aa160d1-6a6a-4fa9-8b74-7f001c73f88f · outbound

This paper cites Mobility-aware computation offloading and resource allocation for NOMA MEC in vehicular networks,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Mobility-aware computation offloading and resource allocation for NOMA MEC in vehicular networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.557065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 38acfebe-c060-4685-8ee9-558146f31290 · outbound

This paper cites Computation offloading and beamforming optimization for energy minimization in wireless-powered irs-assisted MEC,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Computation offloading and beamforming optimization for energy minimization in wireless-powered irs-assisted MEC,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.540745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ddd9b3da-fdc6-4206-928c-4b2f55af43f1 · outbound

This paper cites Min- max fairness based joint optimal design for IRS-assisted MEC systems,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Min- max fairness based joint optimal design for IRS-assisted MEC systems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.525318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d77ac8a-690b-443d-9a16-d5a1e8db7590 · outbound

This paper cites MARS: A drl-based multi-task resource scheduling framework for UA V with irs-assisted mobile edge computing system,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach MARS: A drl-based multi-task resource scheduling framework for UA V with irs-assisted mobile edge computing system,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.509145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cc225a01-8e93-4abe-b309-cc370f589194 · outbound

This paper cites A survey on generative diffusion models,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach A survey on generative diffusion models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.492361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29a1e119-1651-410a-998c-5510dbd32080 · outbound

This paper cites Dynamic user clustering and power allocation for uplink and downlink non-orthogonal multiple access (NOMA) systems,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Dynamic user clustering and power allocation for uplink and downlink non-orthogonal multiple access (NOMA) systems,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T19:16:36.223431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c64862bf-9eaf-401e-bb46-44617cdde915 · outbound

This paper cites Reconfigurable intel- ligent surface assisted multi-user communications: How many reflective elements do we need?.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Reconfigurable intel- ligent surface assisted multi-user communications: How many reflective elements do we need?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.464143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d25d1040-3b18-42a9-b5bd-813e9a696609 · outbound

This paper cites Performance analysis of mixed-adc massive MIMO systems over rician fading channels,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Performance analysis of mixed-adc massive MIMO systems over rician fading channels,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.333893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5e162214-87f5-4fe5-88d2-e1eb4b358f71 · outbound

This paper cites Hybrid beamforming for reconfigurable intelligent surface based multi-user communications: Achievable rates with limited discrete phase shifts,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Hybrid beamforming for reconfigurable intelligent surface based multi-user communications: Achievable rates with limited discrete phase shifts,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.318632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b0067f6-1085-4de8-9db7-c8a6947329bf · outbound

This paper cites Joint task offloading and resource allocation for fog-based intelligent trans- portation systems: A UA V-enabled multi-hop collaboration paradigm,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Joint task offloading and resource allocation for fog-based intelligent trans- portation systems: A UA V-enabled multi-hop collaboration paradigm,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:16:36.302357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fb850b6f-3ac0-40a8-a982-be8e3d0daf54 · outbound

This paper cites Denoising diffusion probabilistic models,.

IRS-assisted Edge Computing for Vehicular Networks: A Generative Diffusion Model-based Stackelberg Game Approach Denoising diffusion probabilistic models,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T19:16:36.248556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.