Paper Citation Record · LEDGER

MobiWorld: World Models for Mobile Wireless Network

As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 4 inbound Pith citation observations for arXiv:2507.09462.

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

pith.paper-citation-record.v1
2507.09462 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:59:42.789564Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:28:01.322080Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T19:43:43.716975Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 845da877-e176-4197-8a0f-5d3745360326 · outbound

This paper cites Artificial general intelligence (agi)-native wireless systems: A journey beyond 6g,.

MobiWorld: World Models for Mobile Wireless Network Artificial general intelligence (agi)-native wireless systems: A journey beyond 6g,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:44.577202Z

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 3390a4b3-9245-44c4-bfbf-97e89b444c3f · outbound

This paper cites Ai- driven decentralized network management: Leveraging multi-agent large language models for scalable optimization,.

MobiWorld: World Models for Mobile Wireless Network Ai- driven decentralized network management: Leveraging multi-agent large language models for scalable optimization,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:44.469687Z

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 b2c4affa-588f-4131-a2fc-ef4d177c0787 · outbound

This paper cites At the dawn of generative ai era: A tutorial- cum-survey on new frontiers in 6g wireless intelligence,.

MobiWorld: World Models for Mobile Wireless Network At the dawn of generative ai era: A tutorial- cum-survey on new frontiers in 6g wireless intelligence,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:44.338517Z

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 e399161d-be7f-4ee0-a501-2df9c2510279 · outbound

This paper cites Cosmos world foundation model platform for physical ai,.

MobiWorld: World Models for Mobile Wireless Network Cosmos world foundation model platform for physical ai,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:44.219630Z

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 666e0014-8907-4e04-8d95-f7d5c7bd535c · outbound

This paper cites Learning Interactive Real-World Simulators.

MobiWorld: World Models for Mobile Wireless Network Learning Interactive Real-World Simulators

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T17:59:41.859325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7303f6ed-9ab9-43ed-bf99-c48b7e2f6f2f · outbound

This paper cites DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving.

MobiWorld: World Models for Mobile Wireless Network DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:59:41.979287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3b4299-1091-4bb5-b7aa-e19a1f3903b4 · outbound

This paper cites World models,.

MobiWorld: World Models for Mobile Wireless Network World models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:59:42.093504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c619f5-bd5e-4f13-a005-b9a809d9e4f0 · outbound

This paper cites Multi-objective multi-dimensional re- source allocation for categorized qos provisioning in beyond 5g and 6g radio access networks,.

MobiWorld: World Models for Mobile Wireless Network Multi-objective multi-dimensional re- source allocation for categorized qos provisioning in beyond 5g and 6g radio access networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:44.102729Z

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 86d5ffc9-5a35-458e-b98b-cffb05293c89 · outbound

This paper cites Qoe-driven optimization in 5g o-ran-enabled hetnets for enhanced video service quality,.

MobiWorld: World Models for Mobile Wireless Network Qoe-driven optimization in 5g o-ran-enabled hetnets for enhanced video service quality,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.974074Z

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 2c37f90f-195f-4c0b-a2fa-03796c6e65a3 · outbound

This paper cites Diffusion models beat gans on image synthesis,.

MobiWorld: World Models for Mobile Wireless Network Diffusion models beat gans on image synthesis,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.825781Z

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 ffed31cd-f26f-4c49-8c78-d983e672d5d7 · outbound

This paper cites Scalable diffusion models with transformers,.

MobiWorld: World Models for Mobile Wireless Network Scalable diffusion models with transformers,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.680642Z

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 b6552f79-27b8-4a03-92e8-37e1e275a861 · outbound

This paper cites Switch transformers: scaling to trillion parameter models with simple and efficient sparsity,.

MobiWorld: World Models for Mobile Wireless Network Switch transformers: scaling to trillion parameter models with simple and efficient sparsity,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.525738Z

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 5c838e1f-f239-4d0a-bacd-0f87986deacd · outbound

This paper cites Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing,.

MobiWorld: World Models for Mobile Wireless Network Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.353518Z

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 d983b443-5f57-4999-89d7-82fb8b4b1961 · outbound

This paper cites Sleep mode techniques for small cell deployments,.

MobiWorld: World Models for Mobile Wireless Network Sleep mode techniques for small cell deployments,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.180640Z

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 8ef58ee3-6811-4bb3-b485-db4f7f094c06 · outbound

This paper cites Fluid capacity for energy saving management in multi-layer ultra-dense 4g/5g cellular networks,.

MobiWorld: World Models for Mobile Wireless Network Fluid capacity for energy saving management in multi-layer ultra-dense 4g/5g cellular networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:59:43.065294Z

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 9750a115-3849-4df2-a634-eb69b52af742 · outbound

This paper cites Available: https://doi.org/10.1145/3560815.

MobiWorld: World Models for Mobile Wireless Network Available: https://doi.org/10.1145/3560815

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T17:59:42.631806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 276ef8b4-8d1d-4c8b-8999-1e05e8846ebf · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

MobiWorld: World Models for Mobile Wireless Network Cosmos World Foundation Model Platform for Physical AI

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T17:59:41.742363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e5e14ff9-de2e-4824-bb5d-608f375abc2a · inbound

DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets cites this paper.

DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets MobiWorld: World Models for Mobile Wireless Network

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T23:28:01.322080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04196acc-f3d1-4aaf-9160-08c57d09a651 · inbound

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing cites this paper.

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing MobiWorld: World Models for Mobile Wireless Network

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T23:33:07.835136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9513f2ff-4a60-437e-97d4-21e2944fbdb1 · inbound

Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G cites this paper.

Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G MobiWorld: World Models for Mobile Wireless Network

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:30:54.644010Z

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 c878ce50-8c09-4b83-aa1e-b3dc2391543a · inbound

World Model-Enabled Causal Digital Twins for Semantic Communications in Physical AI Systems cites this paper.

World Model-Enabled Causal Digital Twins for Semantic Communications in Physical AI Systems MobiWorld: World Models for Mobile Wireless Network

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:43:43.718987Z

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.