Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T16:09:56.350349Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2605.23474.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T16:09:56.350349Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
37 of 37 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f7a68d18-ca22-4f80-ab0f-11e6c1c69df2 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri The road towards 6G: A comprehensive survey,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 920f49d4-3d9a-4520-8408-890b6a254b68 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Large AI models for wireless physical layer,
Reference 2
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Unavailable: canonical work link unavailable.
Observation e6111242-eee0-4b02-ad8c-71cdd6b5c8f1 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Signal processing and learning for next generation multiple access in 6G,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31c45d65-b792-4507-a476-9581b2bafeef · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri A comprehensive survey on GenAI-enabled 6G: Technologies, challenges, and future research avenues,
Reference 4
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Unavailable: canonical work link unavailable.
Observation 30a73b9e-7e5e-4e07-8c11-dc00b7029b1a · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri A comprehensive survey of large AI models for future communications: Foundations, applications, and challenges,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa460447-3912-4bf1-b261-f5c8b4e6539e · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri An introduction to deep learning for the physical layer,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f15471-4867-43a4-b433-8b957c964777 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Deep learning for intelligent wireless networks: A comprehensive survey,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 028dae7b-aeff-4e12-a111-36d5b05fed26 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri AI- driven wireless positioning: Fundamentals, standards, state-of-the-art, and challenges,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e93e49c-c36f-47a4-bc5b-ea02361e9a97 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Advancing 6G: Survey for explainable AI on communications and network slicing,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31eebef0-d1f0-4aa6-9ce1-2285280d6a48 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Wireless large AI model: shaping the AI-empowered future of 6G and beyond
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68c37d33-d020-41a5-bd41-5bf4fd9285ca · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,
Reference 11
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Unavailable: canonical work link unavailable.
Observation bc620a86-480b-4b48-ab48-380e7dbdc73a · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Large language models for wireless communications: From adaptation to autonomy,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e1014f-8a25-4892-8fcd-ea11cfff058a · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri ST-LLM: Multi-scenario adaptation and multi-task learning wireless large language model,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05940283-ec6b-4151-8a30-737085c819c4 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Towards channel foundation models (CFMs): Motivations, methodologies and opportunities
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a70f79c9-3dd4-446b-9d4c-5db5c1828576 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri WiFo: Wireless foundation model for channel prediction,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eab7866d-01ce-4838-8723-8f268a568897 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri WirelessGPT: A generative pre-trained multi-task learning framework for wireless communication,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cadf20e-da95-49cf-adbd-460871e7dec8 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri ChannelGPT: A large model toward real-world channel foundation model for 6G en- vironment intelligence communication,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05a91558-0a1e-42f0-b05e-95d16712867b · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25821175-f860-4d2c-8c52-ba32322a02a5 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri LWM: A pre-trained wireless foundation model for universal feature extraction,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c25a5ee8-4f7a-441c-af09-2970886e9c5c · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Efficient Transformers: A Survey,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 8fef4a51-74da-4800-8156-6238be5e76ec · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Masked autoencoders are scalable vision learners,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0addbeac-9f77-4cb9-877d-8cd89c33e540 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Hymba: A hybrid-head architecture for small language models,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cb65c6e-58c0-41a7-b210-aa07102a8673 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Attention is all you need,
Reference 23
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Unavailable: canonical work link unavailable.
Observation adbbbe0b-a3bf-44da-ad11-0b780a75b413 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Transformers are SSMs: Generalized models and efficient algorithms through structured state space duality,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94af4b0b-c18c-42bc-b186-9133f235feb4 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri QuaDRiGa: A 3- D multi-cell channel model with time evolution for enabling virtual field trials,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7995616a-8faf-4048-8150-b946d4c867c4 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Deep learning for mmWave beam and blockage prediction using sub-6 GHz channels,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3798ad13-2ad4-4bc5-9737-83e935a44669 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri CSI-based fingerprinting for indoor localization: A deep learning approach,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ba853a-987b-402d-abc1-a7619b4e3f5d · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Deep UL2DL: Data- driven channel knowledge transfer from uplink to downlink,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3fc4419-76ef-4a4d-9794-fa92faed20b4 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri CSI-based MIMO indoor positioning using attention-aided deep learning,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd8c1773-7f46-4982-85a6-0fd7e376d211 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Deep learning for fading channel predic- tion,
Reference 30
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Unavailable: canonical work link unavailable.
Observation d48e9c8f-fe09-493b-a108-04fde3aeb152 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Reference 31
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Unavailable: canonical work link unavailable.
Observation 5ce3cc01-b805-44c2-8c81-250d67446562 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Attention aided CSI wireless localization,
Reference 32
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Unavailable: canonical work link unavailable.
Observation 26bf447a-1201-4c74-8691-a5e36cb50fc0 · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Accurate channel prediction based on transformer: Making mobility negligible,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 722d07bc-a56e-48dc-949f-c15657f9171f · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri LLM4CP: Adapting large language models for channel prediction,
Reference 34
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Unavailable: canonical work link unavailable.
Observation d4273efb-e4b9-4ddf-aad5-f24334c2594c · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri LLM4WM: Adapting LLM for wireless multi-tasking,
Reference 35
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Unavailable: canonical work link unavailable.
Observation 4f6d4ac1-1aac-4a05-8b36-b161dd98d43f · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri HELENA: High-Efficiency Learning-based channel Estimation using dual Neural Attention
Reference 36
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Unavailable: canonical work link unavailable.
Observation 53054311-fe80-4eb6-a071-32cb003a260a · outbound
Disruption of a Giant: Spectroscopic Identification of Members in the Periphery and Tidal Tails of $\omega$ Centauri Millimeter wave beam-selection using out-of-band spatial information,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.