Paper Citation Record · LEDGER

Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2407.18921.

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

pith.paper-citation-record.v1
2407.18921 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:33:00.903216Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T03:22:28.141248Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c532c541-0f7b-4254-b6c5-d585261d82b9 · inbound

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices cites this paper.

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-12T19:33:00.903216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf3bd194-6152-4015-ae41-1fabe9171e72 · inbound

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception cites this paper.

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T14:26:45.289252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd56320c-7277-40dc-9bd6-70bbd6a2f293 · inbound

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions cites this paper.

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:31.329325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97069bd8-6959-410c-adb2-0cce29ac3998 · inbound

Adaptive Contextual Caching for Mobile Edge Large Language Model Service cites this paper.

Adaptive Contextual Caching for Mobile Edge Large Language Model Service Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:09:37.505375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c06122-bf3a-4f29-aeb9-a4945c039624 · inbound

TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models cites this paper.

TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 1991

Resolution: unresolved; no resolver link, observed 2026-08-10T05:35:54.089634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7530a131-89a5-4de1-b794-08641b2ac8f1 · inbound

Offline Learning for Combinatorial Multi-armed Bandits cites this paper.

Offline Learning for Combinatorial Multi-armed Bandits Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T20:45:51.302066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 832d8b4f-e7a8-4299-b585-38087151130c · inbound

Vision-Language Models for Edge Networks: A Comprehensive Survey cites this paper.

Vision-Language Models for Edge Networks: A Comprehensive Survey Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 162

Resolution: unresolved; no resolver link, observed 2026-08-08T12:20:08.783432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f660f093-b257-448c-b549-4a27cb6e2981 · inbound

The MoE-Empowered Edge LLMs Deployment: Architecture, Challenges, and Opportunities cites this paper.

The MoE-Empowered Edge LLMs Deployment: Architecture, Challenges, and Opportunities Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T05:19:35.760934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486ba2fc-904b-4fe0-9596-c5b2b20f88ef · inbound

AIvaluateXR: An Evaluation Framework for on-Device AI in XR with Benchmarking Results cites this paper.

AIvaluateXR: An Evaluation Framework for on-Device AI in XR with Benchmarking Results Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:22:28.143102Z

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 e478f63e-9aef-4c64-8a20-b3b57d5ac7ba · inbound

Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits cites this paper.

Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:40:17.435085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3796b1a-f0bc-4e92-a908-bdbe0898d0e7 · inbound

Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques cites this paper.

Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:56:56.689467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50002ef9-0b0e-4598-af83-00b8b7afc9d4 · inbound

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning cites this paper.

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:58.028138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e791c27-2820-460d-9d6f-b51d36decc48 · inbound

MagicVL-2B: Empowering Vision-Language Models on Mobile Devices with Lightweight Visual Encoders via Curriculum Learning cites this paper.

MagicVL-2B: Empowering Vision-Language Models on Mobile Devices with Lightweight Visual Encoders via Curriculum Learning Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T05:36:20.568916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9045169b-7899-456b-ad3f-883829e7cd44 · inbound

DuoServe-MoE: Dual-Phase Expert Prefetch and Caching for LLM Inference QoS Assurance cites this paper.

DuoServe-MoE: Dual-Phase Expert Prefetch and Caching for LLM Inference QoS Assurance Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:36:44.259081Z

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 9e9b86e1-91f2-427f-8e2c-cb61a331191e · inbound

Continuous Semantic Caching for Low-Cost LLM Serving cites this paper.

Continuous Semantic Caching for Low-Cost LLM Serving Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:01:03.221904Z

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 1aef7bb3-bcf6-46bc-a2a9-24b6c774a0fe · inbound

PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship cites this paper.

PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:07:49.277629Z

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.