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Paper Citation Record · LEDGER

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

As of 21 August 2026, this Paper Citation Record lists 100 of 284 outbound references and 7 inbound Pith citation observations for arXiv:2508.18725.

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

pith.paper-citation-record.v1
2508.18725 v1

Coverage vector

measured 100 of 284 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:20:59.475640Z

measured 107 of 107 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:28:05.922987Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T01:23:49.500519Z

Reference resolution

100 of 284 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved96
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d59e039-8fcd-4577-b9d8-cd1e05e0ecaa · outbound

This paper cites 6G White Paper on Edge Intelligence.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions 6G White Paper on Edge Intelligence

Reference 1

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Observation 200ef3f9-a8b1-4800-a71f-c881c5cb3d90 · outbound

This paper cites A survey of integrating generative artificial intelligence and 6g mobile services: Architectures, solutions, technologies and outlooks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A survey of integrating generative artificial intelligence and 6g mobile services: Architectures, solutions, technologies and outlooks,

Reference 2

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source=pdf_text observed=2026-08-05T16:20:58.891871Z digest=sha256:574205481f0a198a6039e00a690f9f9988c800232d1140251af7b30e4bea549c

Observation 2e816f1b-816d-42c2-814c-a80c5a2dd922 · outbound

This paper cites Split learning over wireless networks: Parallel design and resource management,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Split learning over wireless networks: Parallel design and resource management,

Reference 3

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source=pdf_text observed=2026-08-05T16:20:58.897645Z digest=sha256:12f7c664260e44e928a7dc20198712c1702d6e826f3da11367937e2a68a627ae

Observation 4037d275-ba85-4095-b574-83c1689eb2d2 · outbound

This paper cites 6g: Opening new horizons for integration of comfort, security, and intelligence,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions 6g: Opening new horizons for integration of comfort, security, and intelligence,

Reference 4

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source=pdf_text observed=2026-08-05T16:20:58.903480Z digest=sha256:c9aac1afe11cefebf650c0b6777276364af7e7f564fd15e1d2e803af84b10cce

Observation 075d260c-ae21-45d3-95e9-20cbd81a6794 · outbound

This paper cites Large models for aerial edges: An edge-cloud model evolution and communication paradigm,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Large models for aerial edges: An edge-cloud model evolution and communication paradigm,

Reference 5

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source=pdf_text observed=2026-08-05T16:20:58.910609Z digest=sha256:ff63bc58154ddb8f7f037c8120efaf9111f5d1e9af6d909ff01de286b7ae9ff3

Observation f2088e93-f760-4ead-8e7c-ae753309a4ea · outbound

This paper cites Adaptive device-edge collaboration on dnn inference in aiot: A digital-twin-assisted approach,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Adaptive device-edge collaboration on dnn inference in aiot: A digital-twin-assisted approach,

Reference 6

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source=pdf_text observed=2026-08-05T16:20:58.916468Z digest=sha256:8ccf8ce48c9e1ebddee2987228ec138f94833c016fe70652c58e1df0a97c215a

Observation 4f2dd470-73d6-4594-806d-012d842087d4 · outbound

This paper cites Toward democratized generative ai in next-generation mobile edge networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Toward democratized generative ai in next-generation mobile edge networks,

Reference 7

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source=pdf_text observed=2026-08-05T16:20:58.922389Z digest=sha256:d162a288e5808e19324ca3315a50d2386f86256c7324b72d2a10545e3afe4de0

Observation 0a9d98fc-bcde-4725-b9d9-4c43f3723041 · outbound

This paper cites A survey on approximate edge ai for energy efficient autonomous driving services,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A survey on approximate edge ai for energy efficient autonomous driving services,

Reference 8

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source=pdf_text observed=2026-08-05T16:20:58.927119Z digest=sha256:a286c30b3f44498e2b81e5056871c60fdd1ab87c6514e6e13054119305334e02

Observation edbe0d8a-43e1-486f-930f-27180c328366 · outbound

This paper cites Edgeaiguard: Agentic llms for minor protection in digital spaces,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edgeaiguard: Agentic llms for minor protection in digital spaces,

Reference 9

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source=pdf_text observed=2026-08-05T16:20:58.933043Z digest=sha256:d12bd897489574498a5ab39c2081c80b2beb7d243edfc16bcab1c920fbe2325c

Observation 10c4a2fa-fd94-4374-8dda-cfa033d5003a · outbound

This paper cites Swipt-enabled cell-free massive mimo-noma networks: A machine learning-based approach,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Swipt-enabled cell-free massive mimo-noma networks: A machine learning-based approach,

Reference 10

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source=pdf_text observed=2026-08-05T16:20:58.937919Z digest=sha256:b5bb070cc35783a2c9c2dc08fd142b79ad37860572933fe390df263a01e2e49b

Observation 4f67783d-1020-48f3-b826-040c7bdd12e0 · outbound

This paper cites Edge intelligence: Empowering intelligence to the edge of network,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge intelligence: Empowering intelligence to the edge of network,

Reference 11

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source=pdf_text observed=2026-08-05T16:20:58.942337Z digest=sha256:15bc1e8868f04c96c394c2418100486bb53ed1a47f27cdb832f16d2ab57ffb03

Observation 715b3d0e-6f69-4b58-a839-2a817985adc1 · outbound

This paper cites Multi-modal knowledge graph con- struction and application: A survey,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Multi-modal knowledge graph con- struction and application: A survey,

Reference 12

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source=pdf_text observed=2026-08-05T16:20:58.947866Z digest=sha256:c364deafa9e34696eac62d04a66d2fdeb7c807663b45afe1b5115ba87d5fc114

Observation 511ba243-e81f-41de-a815-ed8d58b53193 · outbound

This paper cites A survey on mobile anchor node as- sisted localization in wireless sensor networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A survey on mobile anchor node as- sisted localization in wireless sensor networks,

Reference 13

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source=pdf_text observed=2026-08-05T16:20:58.955210Z digest=sha256:5e9369717981ec2e1f764163f11f8d0c0eb548386cfbdc2fdfec5d2428bce315

Observation 0ad5abaf-958c-4c35-bdc8-6a0fdfea3b33 · outbound

This paper cites Multiagent deep reinforcement learning for joint multichannel access and task offloading of mobile-edge computing in industry 4.0,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Multiagent deep reinforcement learning for joint multichannel access and task offloading of mobile-edge computing in industry 4.0,

Reference 14

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source=pdf_text observed=2026-08-05T16:20:58.960059Z digest=sha256:80092883a6dfe5a9ce8c682db6cc58a7d26991576f33b5093a91062ff43a300f

Observation 13ece8b0-006b-4f0c-8cb0-9aa6802e643e · outbound

This paper cites Green edge intelligence for smart management of a fanet in disaster-recovery scenarios,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Green edge intelligence for smart management of a fanet in disaster-recovery scenarios,

Reference 15

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source=pdf_text observed=2026-08-05T16:20:58.966862Z digest=sha256:dbb3adbbfd695bc6ee0f15f82142bf73d9a4b495787f6a95ba7cc9f867d1e3da

Observation 425069c7-7b88-448c-97ad-e08f46a6a57c · outbound

This paper cites A survey on space-air-ground-sea integrated network security in 6g,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A survey on space-air-ground-sea integrated network security in 6g,

Reference 16

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source=pdf_text observed=2026-08-05T16:20:58.971892Z digest=sha256:ec7fdd44905725b18ec19d5daeb897ecaff220b09721886fa2928401af8a267e

Observation fd1b6ac6-09fa-43df-9c43-8b6ed31c6235 · outbound

This paper cites The road toward general edge in- telligence: Standing on the shoulders of foundation models,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions The road toward general edge in- telligence: Standing on the shoulders of foundation models,

Reference 17

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source=pdf_text observed=2026-08-05T16:20:58.976695Z digest=sha256:1adc65833779173aeb0a87c5a8f5e487d608ef143501d2312317b02f5aef6b7d

Observation 8a1aa271-355d-4b7b-81d5-f858c1817a92 · outbound

This paper cites Edge intelligence-based ultra-reliable and low-latency communications for digital twin-enabled metaverse,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge intelligence-based ultra-reliable and low-latency communications for digital twin-enabled metaverse,

Reference 18

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source=pdf_text observed=2026-08-05T16:20:58.981593Z digest=sha256:52dcf8b4ebe92a44493e755278e56915a344d9ac309c5cc530fd9c5fb4474b08

Observation 8d3b2249-2f25-4917-bb5f-e72ded56ebb9 · outbound

This paper cites Relay-assisted federated edge learning: Performance analysis and system optimization,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Relay-assisted federated edge learning: Performance analysis and system optimization,

Reference 19

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Observation 3960a594-209b-4e7d-bc11-5017e11050f3 · outbound

This paper cites Large language models empowered autonomous edge ai for connected intelligence,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Large language models empowered autonomous edge ai for connected intelligence,

Reference 20

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Observation 807eba56-9853-48fd-a5b5-7d394d5d27c8 · outbound

This paper cites Secrecy energy efficiency maximiza- tion in irs-assisted vlc miso networks with rsma: A ds-ppo approach,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Secrecy energy efficiency maximiza- tion in irs-assisted vlc miso networks with rsma: A ds-ppo approach,

Reference 21

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Observation 5bb1ef61-a012-422a-b25f-32bf2fb6c86e · outbound

This paper cites Leveraging llms in cloud-edge networks for traffic risk prediction and accident severity analysis,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Leveraging llms in cloud-edge networks for traffic risk prediction and accident severity analysis,

Reference 22

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source=pdf_text observed=2026-08-05T16:20:59.005323Z digest=sha256:46beb0809aecbb716af7461035e16044734b7797294431706faa33baed91c143

Observation 994e4898-e0f5-4964-ab78-0e492e9569a3 · outbound

This paper cites Model collaboration framework design for space-air-ground integrated networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Model collaboration framework design for space-air-ground integrated networks,

Reference 23

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source=pdf_text observed=2026-08-05T16:20:59.011184Z digest=sha256:f80c6dd783434b2af9367cb17a1a2ab892e2f75180418934312ef10c9bc469f6

Observation 84b90dd5-7851-453a-b80d-57c116aa96e2 · outbound

This paper cites Holistic network virtualization and pervasive network intelligence for 6g,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Holistic network virtualization and pervasive network intelligence for 6g,

Reference 24

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source=pdf_text observed=2026-08-05T16:20:59.016265Z digest=sha256:5b641da9eb3513eb515572de3ee74366c1ef25d26684c3e232fd1ec941cfab66

Observation 28532656-f9bc-4f38-b00e-a50274e7410f · outbound

This paper cites Green ai for iiot: Energy efficient intelligent edge computing for industrial internet of things,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Green ai for iiot: Energy efficient intelligent edge computing for industrial internet of things,

Reference 25

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source=pdf_text observed=2026-08-05T16:20:59.021077Z digest=sha256:c6974d0a7f8d2f3aabefbeee494cd1b82f6cb5d410538674e78c1025a9d6ee85

Observation ae09f932-64c6-4fa2-8d03-45feb79449be · outbound

This paper cites A survey on the edge computing for the internet of things,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A survey on the edge computing for the internet of things,

Reference 26

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source=pdf_text observed=2026-08-05T16:20:59.026628Z digest=sha256:bf8a79d42bd23d77cb9f2ccf93f4c9a3b7f41876d4c9bd8d42672dbf93890bf3

Observation fa653757-e8ca-45f6-bd16-3140a6334f8c · outbound

This paper cites Machine learning meets computation and communication control in evolving edge and cloud: Challenges and future perspective,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Machine learning meets computation and communication control in evolving edge and cloud: Challenges and future perspective,

Reference 27

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source=pdf_text observed=2026-08-05T16:20:59.033672Z digest=sha256:3f9aa02fe4b4be84129912ba853e1b35045f2627cbbf43c32d95a45bfd48357d

Observation 03b3ece2-e12e-4407-8997-cc6c76ba9387 · outbound

This paper cites Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Reference 28

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source=pdf_text observed=2026-08-05T16:20:59.039397Z digest=sha256:5a9019598b95b308652c4c9b66540d219d17567b2e80435f2dee3dc14b36d166

Observation f20d60a1-2837-474d-8d26-9ba1b6cd2b49 · outbound

This paper cites Optimizing space-air- ground integrated networks by artificial intelligence,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Optimizing space-air- ground integrated networks by artificial intelligence,

Reference 29

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source=pdf_text observed=2026-08-05T16:20:59.047143Z digest=sha256:8dea40af21b1f3d14dee28387bbfbb95a50e5c65bebb62f77e7b9841501e5dab

Observation 8f78dd00-f90b-4903-b0ac-c93401c44811 · outbound

This paper cites Large language models (llms) inference offloading and resource allocation in cloud-edge computing: An active inference approach,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Large language models (llms) inference offloading and resource allocation in cloud-edge computing: An active inference approach,

Reference 30

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source=pdf_text observed=2026-08-05T16:20:59.056174Z digest=sha256:7820af9fb6f05216d92945b3718a63bd76e13d086a3bc9829ff96c53444c72c5

Observation ea68d40d-be3f-49da-afb9-66c7ea75e00a · outbound

This paper cites Multi-agent Embodied AI: Advances and Future Directions.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Multi-agent Embodied AI: Advances and Future Directions

Reference 31

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source=pdf_text observed=2026-08-05T16:20:59.061242Z digest=sha256:e8c2f64fd9cfc99214bddb53ba84a9d31b60061bc64d048871c13df9cc518e59

Observation f485c040-5ec5-455d-9c23-10f2f27812b6 · outbound

This paper cites Generative ai-enabled vehicular networks: Fundamentals, framework, and case study,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Generative ai-enabled vehicular networks: Fundamentals, framework, and case study,

Reference 32

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source=pdf_text observed=2026-08-05T16:20:59.066812Z digest=sha256:7753a0bcde625bd82c08a898b03f20fb935631a6da9b766b8a02ee2edd4e46f2

Observation e359710b-efeb-4d70-8d38-6e447d4c524f · outbound

This paper cites Agent-as-a-service: An ai-native edge computing framework for 6g networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Agent-as-a-service: An ai-native edge computing framework for 6g networks,

Reference 33

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source=pdf_text observed=2026-08-05T16:20:59.071973Z digest=sha256:be10bcbea7c0ca0c97a23eff90f0ea3cc9da4d5e00820632305fe227db13e982

Observation 6a06c9a8-3296-4820-b2bd-7a90b0954fbe · outbound

This paper cites WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks

Reference 34

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source=pdf_text observed=2026-08-05T16:20:59.076785Z digest=sha256:2697b98123e1e95cd6f697a00329d2322ae950abbe7f02a92dc7a6a4e10cb5f5

Observation 373e454a-bff7-40d5-b874-e75f17611cc5 · outbound

This paper cites Agentification of the internet of things: A systematic literature review,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Agentification of the internet of things: A systematic literature review,

Reference 35

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Observation c2e3fe08-2963-49a4-ae47-45e5520b8bf2 · outbound

This paper cites Generative ai for low-carbon artificial intelligence of things with large language models,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Generative ai for low-carbon artificial intelligence of things with large language models,

Reference 36

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Observation 4a3efc1c-eee5-4be2-913a-83c56cff100e · outbound

This paper cites Mobile edge intelligence for large language models: A contemporary survey,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Mobile edge intelligence for large language models: A contemporary survey,

Reference 37

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Observation 5a0a18e5-8dc7-4f65-87ff-46ee3e5c15e5 · outbound

This paper cites A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network

Reference 38

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Observation 0090526e-5227-42da-90fd-ad55eb3bbc3f · outbound

This paper cites Fully onboard ai- powered human-drone pose estimation on ultralow-power autonomous flying nano-uavs,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Fully onboard ai- powered human-drone pose estimation on ultralow-power autonomous flying nano-uavs,

Reference 39

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Observation 0f3a4341-e148-46a4-a0a1-0ea84cd788e9 · outbound

This paper cites Toward edge general intelligence with multiple-large language model (multi-llm): Architecture, trust, and orchestration,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Toward edge general intelligence with multiple-large language model (multi-llm): Architecture, trust, and orchestration,

Reference 40

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Observation c97467f1-0f30-448d-b796-e2771cd74194 · outbound

This paper cites UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 41

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Observation b9f68999-2ae2-42dd-905c-254c4ea96594 · outbound

This paper cites Edge large ai model agent-empowered cognitive multimodal semantic communication,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge large ai model agent-empowered cognitive multimodal semantic communication,

Reference 42

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Observation 2d1e6cb6-33cd-44fd-8825-8b4568f08f4b · outbound

This paper cites Advanced architectures integrated with agentic ai for next-generation wireless networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Advanced architectures integrated with agentic ai for next-generation wireless networks,

Reference 43

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Observation 4c67fce0-c5f2-4339-9909-c2b90056e3d1 · outbound

This paper cites From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications

Reference 44

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Observation 2852c583-3dee-4c74-8bf2-e0fb4df35f2a · outbound

This paper cites Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach

Reference 45

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Observation 163f1d8d-fc60-4952-932d-e9b1d469ef6d · outbound

This paper cites Edge Agentic AI Framework for Autonomous Network Optimisation in O-RAN.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge Agentic AI Framework for Autonomous Network Optimisation in O-RAN

Reference 46

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Observation 05953204-5449-41d5-9c9e-744684a7dfdb · outbound

This paper cites Agentic Graph Neural Networks for Wireless Communications and Networking Towards Edge General Intelligence: A Survey.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Agentic Graph Neural Networks for Wireless Communications and Networking Towards Edge General Intelligence: A Survey

Reference 47

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Observation 2c82b2ca-cce4-4937-aba1-c6f76315850f · outbound

This paper cites AutoGPT.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions AutoGPT

Reference 48

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Observation 967680d3-f5df-476f-b4b5-e789c807e205 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 49

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Observation 42f1b530-8a8e-4b19-9db6-2ec2faff067d · outbound

This paper cites Collaborative edge intelligence for autonomous vehicles: Opportunities and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Collaborative edge intelligence for autonomous vehicles: Opportunities and challenges,

Reference 50

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Observation 2ef857dc-4279-409b-b1b4-db73e395a15e · outbound

This paper cites Artificial intelligence-driven mechanism for edge computing-based industrial applications,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Artificial intelligence-driven mechanism for edge computing-based industrial applications,

Reference 51

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Observation 0e0f0c3b-07ff-434e-9d89-20a32c1c65cc · outbound

This paper cites Agentic ai: A comprehensive survey of technologies, applications, and societal implications,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Agentic ai: A comprehensive survey of technologies, applications, and societal implications,

Reference 52

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Observation 705ade01-1b96-4882-9007-a98bcf2e4bd8 · outbound

This paper cites Edge AI: A Taxonomy, Systematic Review and Future Directions.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge AI: A Taxonomy, Systematic Review and Future Directions

Reference 53

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Observation f899dc01-1667-4463-915d-70c399422d86 · outbound

This paper cites Toward agentic ai: Generative infor- mation retrieval inspired intelligent communications and networking,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Toward agentic ai: Generative infor- mation retrieval inspired intelligent communications and networking,

Reference 54

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Observation ba08911c-ae37-41ca-994b-a480156ea617 · outbound

This paper cites Metaverse unbound: A survey on synergistic integration between semantic communication, 6g, and edge learning,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Metaverse unbound: A survey on synergistic integration between semantic communication, 6g, and edge learning,

Reference 55

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Observation 7ca738ba-5036-448f-9ea5-bc79c0621b1c · outbound

This paper cites Applications of explainable ai for 6g: Technical aspects, use cases, and research challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Applications of explainable ai for 6g: Technical aspects, use cases, and research challenges,

Reference 56

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Observation 35c13712-9878-4698-8d87-e03dc79a378e · outbound

This paper cites Language models are few-shot learners,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Language models are few-shot learners,

Reference 57

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Observation f3569c72-67b4-4339-bce9-e7bd6f899c10 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 58

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Observation 0ce48175-e581-45fb-bf63-9266dbfc1630 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions On the Opportunities and Risks of Foundation Models

Reference 59

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Observation cf133e02-53c9-479d-a401-afd5265c66f5 · outbound

This paper cites Autort: Embodied foundation models for large scale orchestration of robotic agents,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Autort: Embodied foundation models for large scale orchestration of robotic agents,

Reference 60

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Observation 34599757-3c61-4775-adfa-f1e53c453b26 · outbound

This paper cites Edge perception: Intelligent wireless sensing at network edge,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge perception: Intelligent wireless sensing at network edge,

Reference 61

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Observation 74ab39fa-ca3e-4583-a120-62447e889392 · outbound

This paper cites Socialized learning: A survey of the paradigm shift for edge intelligence in networked systems,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Socialized learning: A survey of the paradigm shift for edge intelligence in networked systems,

Reference 62

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Observation db9ac745-9912-45e1-aace-0f29033730ca · outbound

This paper cites Edge computing task offloading for environmental perception of autonomous vehicles in 6g networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge computing task offloading for environmental perception of autonomous vehicles in 6g networks,

Reference 63

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Observation ff0050b4-1a9e-467b-817d-3d568c76bbb2 · outbound

This paper cites Improving efficiency in multi-modal autonomous embedded systems through adaptive gating,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Improving efficiency in multi-modal autonomous embedded systems through adaptive gating,

Reference 64

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Observation f75ef847-04e2-48f7-b4bc-232b7d81ac1f · outbound

This paper cites Edge intelligence for internet of vehicles: A survey,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge intelligence for internet of vehicles: A survey,

Reference 65

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Observation 8ee2c6c1-69e8-4cc1-9405-186f2ac20591 · outbound

This paper cites From Autonomous Agents to Integrated Systems, A New Paradigm: Orchestrated Distributed Intelligence.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions From Autonomous Agents to Integrated Systems, A New Paradigm: Orchestrated Distributed Intelligence

Reference 66

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Observation b3e0a038-0d54-4203-ade7-d4833cadf5f4 · outbound

This paper cites Decentralization of generative ai via mixture of experts for wireless networks: A comprehensive survey,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Decentralization of generative ai via mixture of experts for wireless networks: A comprehensive survey,

Reference 67

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Observation 6d62d4e4-f5c8-4c8d-9d0d-f491f294f3e5 · outbound

This paper cites Edge artificial intelligence for 6g: Vision, enabling technologies, and applications,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge artificial intelligence for 6g: Vision, enabling technologies, and applications,

Reference 68

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Observation 143fd06b-ef3c-4180-a878-1d6fb27e162a · outbound

This paper cites Augmenting language models with long-term memory,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Augmenting language models with long-term memory,

Reference 69

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Observation 0ac4f13d-0b78-447f-89bf-097c98e9f291 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions React: Synergizing reasoning and acting in language models,

Reference 70

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Observation ce6995af-a29d-4357-992f-100fdfa5576b · outbound

This paper cites Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts

Reference 71

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Observation ad7ed017-870a-4dfe-8f6c-43156fe488c3 · outbound

This paper cites Generative ai agents with large language model for satellite networks via a mixture of experts trans- mission,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Generative ai agents with large language model for satellite networks via a mixture of experts trans- mission,

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Observation 817babdb-d0d0-4d36-978f-99501c9774d3 · outbound

This paper cites Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach

Reference 73

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Observation eb1065f2-9cf7-4fe9-83c2-aa474b5c974e · outbound

This paper cites Multi-modal multi- task (m3t) federated foundation models for embodied ai: Potentials and challenges for edge integration,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Multi-modal multi- task (m3t) federated foundation models for embodied ai: Potentials and challenges for edge integration,

Reference 74

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Observation bc2408cd-07b2-4bfe-b163-b06cfb2020bb · outbound

This paper cites Trine: Cloud-edge-device cooperated real-time video analysis for household applications,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Trine: Cloud-edge-device cooperated real-time video analysis for household applications,

Reference 75

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Observation 4a19fb8e-3363-4d08-adfd-f4772ba74627 · outbound

This paper cites Towards Integrated Fine-tuning and Inference when Generative AI meets Edge Intelligence.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Towards Integrated Fine-tuning and Inference when Generative AI meets Edge Intelligence

Reference 76

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Observation fb0f82b3-eaaa-4711-9a6d-22ed62879aa2 · outbound

This paper cites Building Blocks to Empower Cognitive Internet with Hybrid Edge Cloud.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Building Blocks to Empower Cognitive Internet with Hybrid Edge Cloud

Reference 77

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source=pdf_text observed=2026-08-05T16:20:59.329387Z digest=sha256:a01197114a88dff5d00c194f9f377fe6412bd1e388d8a6ef7c2253e2f1b376d5

Observation e6ccd6c2-c448-441d-b3cb-d252d5ea2828 · outbound

This paper cites Towards edge general intelligence via large language models: Opportunities and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Towards edge general intelligence via large language models: Opportunities and challenges,

Reference 78

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Observation b21b5a92-df50-4dd7-bfa9-67d78642e230 · outbound

This paper cites World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks

Reference 79

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Observation dece6c95-fc70-41b0-8a35-5f66a8a360c5 · outbound

This paper cites Edge Intelligence: Architectures, Challenges, and Applications.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge Intelligence: Architectures, Challenges, and Applications

Reference 80

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Observation 0bc7d5a6-7732-4bbb-8062-79122b652db5 · outbound

This paper cites A Survey on Inference Optimization Techniques for Mixture of Experts Models.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A Survey on Inference Optimization Techniques for Mixture of Experts Models

Reference 81

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source=pdf_text observed=2026-08-05T16:20:59.357958Z digest=sha256:fbac6e973dc554f677c5ef4847b8af08696a93e33ffa30561e75f888b63c2e2a

Observation 5364d710-356c-4b7b-a1cf-8135865e711c · outbound

This paper cites Agentic Web: Weaving the Next Web with AI Agents.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Agentic Web: Weaving the Next Web with AI Agents

Reference 82

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Observation 3f1b44a2-287d-4495-aec4-0f526dce3c2c · outbound

This paper cites Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 83

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Observation 198721d6-9188-4e9d-8c49-5cbfa1f872b3 · outbound

This paper cites A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 84

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Observation ae561229-92fc-4327-bd5b-86434c0e6b03 · outbound

This paper cites A review on intelligent process for smart home applications based on iot: coherent taxonomy, motivation, open challenges, and recommendations,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A review on intelligent process for smart home applications based on iot: coherent taxonomy, motivation, open challenges, and recommendations,

Reference 85

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source=pdf_text observed=2026-08-05T16:20:59.380764Z digest=sha256:f93e9e7c0ec37454183db9fa34030e1ebe77dd6ceddc2d4ebdc49ccdce97bb4d

Observation 840fa575-b9a1-4497-8b12-baf19cb73a2b · outbound

This paper cites Towards artificial general intelligence (agi) in the internet of things (iot): Opportunities and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Towards artificial general intelligence (agi) in the internet of things (iot): Opportunities and challenges,

Reference 86

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source=pdf_text observed=2026-08-05T16:20:59.385848Z digest=sha256:89acc4b0512234cca7f78549c8895845e2d6d2c0a7ea62a28fa04664e7edd85b

Observation 567d2a58-26d0-4be7-b5bc-96acccf64e90 · outbound

This paper cites Communication-efficient edge ai: Algorithms and systems,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Communication-efficient edge ai: Algorithms and systems,

Reference 87

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source=pdf_text observed=2026-08-05T16:20:59.396105Z digest=sha256:a9edfa4c9d190cd210becf2d714a5955c41a90ab2111e6b6e498c274a73e01d4

Observation 4a094af8-7ec6-4bdd-b88b-df4867598f4f · outbound

This paper cites Ai-enabled secure microservices in edge computing: Opportunities and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Ai-enabled secure microservices in edge computing: Opportunities and challenges,

Reference 88

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Observation 246297c9-f186-498b-8c0a-e367435a8450 · outbound

This paper cites A decade of video analytics at edge: Training, deployment, orchestration, and platforms,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A decade of video analytics at edge: Training, deployment, orchestration, and platforms,

Reference 89

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Observation 49d420e1-5daa-4b58-afee-7ff0645c9c4f · outbound

This paper cites Urllc edge networks with joint optimal user association, task offloading and resource allocation: A digital twin approach,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Urllc edge networks with joint optimal user association, task offloading and resource allocation: A digital twin approach,

Reference 90

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Observation d6537fbd-0fe4-420d-8846-ff02c35bae94 · outbound

This paper cites Edge-native intelligence for 6g communications driven by federated learning: A survey of trends and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge-native intelligence for 6g communications driven by federated learning: A survey of trends and challenges,

Reference 91

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Observation 146bd352-32bf-4742-9713-b2590cea0a9d · outbound

This paper cites Combining federated learning and edge computing toward ubiquitous intelligence in 6g network: Chal- lenges, recent advances, and future directions,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Combining federated learning and edge computing toward ubiquitous intelligence in 6g network: Chal- lenges, recent advances, and future directions,

Reference 92

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source=pdf_text observed=2026-08-05T16:20:59.422710Z digest=sha256:c9fbbaac5ffe15595ea240b4cf4338d59094935d0c0538db9955a4ead42c55d4

Observation e79624c0-5541-4176-ba18-96e971df7c7e · outbound

This paper cites Wifi-diffusion: Achieving fine-grained wifi radio map estimation with ultra-low sampling rate by diffusion models,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Wifi-diffusion: Achieving fine-grained wifi radio map estimation with ultra-low sampling rate by diffusion models,

Reference 93

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source=pdf_text observed=2026-08-05T16:20:59.429071Z digest=sha256:7f0c7c95e2183eaf82fa6eb72924b0a811d3539307b8ffd24a4f64c36549875a

Observation 5f27726e-5480-4c9b-ac5d-d5569b43bbd7 · outbound

This paper cites Evolution of non- terrestrial networks from 5g to 6g: A survey,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Evolution of non- terrestrial networks from 5g to 6g: A survey,

Reference 94

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Observation bb0cb8cf-0e0b-45c5-90c3-a5fd757e4097 · outbound

This paper cites Edge computing for smart health: Context-aware approaches, opportunities, and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Edge computing for smart health: Context-aware approaches, opportunities, and challenges,

Reference 95

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source=pdf_text observed=2026-08-05T16:20:59.441276Z digest=sha256:afd8db29ab18f1b3e147bcc56030cd9112a3013e75f242805550cfa886ee2cc9

Observation 357627e1-b335-4531-84c5-17415c36cf7b · outbound

This paper cites Context-aware and adaptive qos prediction for mobile edge computing services,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Context-aware and adaptive qos prediction for mobile edge computing services,

Reference 96

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source=pdf_text observed=2026-08-05T16:20:59.448085Z digest=sha256:b71f7f829909f274f842b2b2e7924201bdcc90f3731e8c338865e71cc25c2825

Observation f60f01e5-2781-4e58-83aa-cd27f77a6676 · outbound

This paper cites Jointdnn: An efficient training and inference engine for intelligent mobile cloud computing services,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Jointdnn: An efficient training and inference engine for intelligent mobile cloud computing services,

Reference 97

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Observation b83e4f99-ee03-4bdc-934e-b773bad3f70c · outbound

This paper cites The Hidden cost of the Edge: A Performance Comparison of Edge and Cloud Latencies.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions The Hidden cost of the Edge: A Performance Comparison of Edge and Cloud Latencies

Reference 98

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Observation 35acc642-63d4-4d3f-b5c0-75c0a315e48d · outbound

This paper cites Toward robust control for 6g networks,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Toward robust control for 6g networks,

Reference 99

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Observation 78a08a81-2dfd-41ec-914f-60c08cebf713 · outbound

This paper cites A survey on the convergence of edge computing and ai for uavs: Opportunities and challenges,.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A survey on the convergence of edge computing and ai for uavs: Opportunities and challenges,

Reference 100

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source=pdf_text observed=2026-08-05T16:20:59.475640Z digest=sha256:e69b54261ca66a14666c5d0b0e6a00cbdd33b4d88a144090d9ec0832111164e4

Pith citing papers

Observation 1936e281-4851-462f-b10a-834e29bfa755 · inbound

Resource-Aware LLM Reasoning for Mobile Edge General Intelligence cites this paper.

Resource-Aware LLM Reasoning for Mobile Edge General Intelligence Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 4

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source=pdf_text observed=2026-08-04T14:49:49.316579Z digest=sha256:50338308e05441853b01cd57cd096ec7d6cff6ee6782989a8250d4103940c447

Observation a0949ceb-b25b-4d29-be42-837d159b3c12 · inbound

Agentic AI for ISAC: Analysis, Framework, and Case Study cites this paper.

Agentic AI for ISAC: Analysis, Framework, and Case Study Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 5

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Observation 63b46f62-9c37-4a0c-a31c-b6555a46f525 · inbound

Wireless Copilot: An AI-Powered Partner for Navigating Next-Generation Wireless Complexity cites this paper.

Wireless Copilot: An AI-Powered Partner for Navigating Next-Generation Wireless Complexity Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 6

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source=pdf_text observed=2026-08-03T14:59:15.975129Z digest=sha256:0d0831bcd41ddf8d14186b1b4cd4786d069e9aa0fbae9db1a2aa359cf98e84db

Observation bc0b607b-a6e0-42f8-b665-ae9d73538050 · inbound

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Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 12

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Observation e3e303a9-4340-4d9a-a1bb-3ec474ce9bf8 · inbound

Agentic AI-Enhanced Semantic Communications: Foundations, Architecture, and Applications cites this paper.

Agentic AI-Enhanced Semantic Communications: Foundations, Architecture, and Applications Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 3

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source=pdf_text observed=2026-08-03T13:43:34.430512Z digest=sha256:9166a3b9209c3d4280b45b708a2ad4f3d5089433c356903c23272a80b0e1971e

Observation 9e17f1d3-a336-4294-9b60-2c1136671494 · inbound

Clustered Edge Intelligence: Beyond Just Convergence of Edge Computing and AI cites this paper.

Clustered Edge Intelligence: Beyond Just Convergence of Edge Computing and AI Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 106

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source=pdf_text observed=2026-08-01T09:00:31.223130Z digest=sha256:b0e91b711a1ebffb3b0c8065be35b5d0f3ee9f2f8f18b6f54d4f20d8d9800145

Observation 3e4de42c-0f83-424d-9881-4fc50791dfbb · inbound

When Agentic AI Meets Integrated Sensing and Communication cites this paper.

When Agentic AI Meets Integrated Sensing and Communication Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Reference 40

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source=pdf_text observed=2026-08-07T23:28:05.922987Z digest=sha256:5ec2dd861f1d8031f12c3e58800bd0082db01763a6c5ef0cde4257c6dae642c0