Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T14:20:05.287609Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2502.01841.
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 2026-08-09T14:20:05.287609Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
13 of 13 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1a2e0569-60d3-474a-8679-2cece82f501a · outbound
Diffusion Model for Multiple Antenna Communications Near-field communications: A comprehensive survey,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c3c03f0b-71b7-46ac-b86d-698317309504 · outbound
Diffusion Model for Multiple Antenna Communications Enhancing deep reinforcement learning: A tutorial on generative diffusion models in network optimization,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ef0c0fc9-64a5-49f4-aeff-1584b86223fe · outbound
Diffusion Model for Multiple Antenna Communications Generative vs. Discriminative modeling under the lens of uncertainty quantification
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f28819d5-9b31-4d35-8b9b-72ac0cae8b08 · outbound
Diffusion Model for Multiple Antenna Communications Policy Representation via Diffusion Probability Model for Reinforcement Learning
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 888dc7b0-00c6-42fb-8b99-8f30d94aed00 · outbound
Diffusion Model for Multiple Antenna Communications Generative artificial intelligence for mobile communications: A diffusion model perspective,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7d9a8e3a-90cf-46b7-a350-f677c4d2be36 · outbound
Diffusion Model for Multiple Antenna Communications Learning-based signal detection for MIMO systems with unknown noise statistics,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2be8cde4-90ed-4436-ab17-eb029ed61efd · outbound
Diffusion Model for Multiple Antenna Communications Generative AI for integrated sensing and communication: Insights from the physical layer perspective,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1dc6497d-bd18-4dbf-9663-bd7eba4d879a · outbound
Diffusion Model for Multiple Antenna Communications Denoising diffusion probabilistic models,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 47795c2a-dfd0-46bc-ab3f-69b4631c5cbd · outbound
Diffusion Model for Multiple Antenna Communications Learning optimal resource allocations in wireless systems,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 891368c9-2f85-4beb-bde7-220d3acc2357 · outbound
Diffusion Model for Multiple Antenna Communications Optimizing wireless systems using unsupervised and reinforced-unsupervised deep learning,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e4407720-fea3-4d3a-aeb8-68e316f7b44b · outbound
Diffusion Model for Multiple Antenna Communications Optimal multiuser trans- mit beamforming: A difficult problem with a simple solution structure,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 07da5163-4876-4166-8e1d-76744be1f798 · outbound
Diffusion Model for Multiple Antenna Communications Electromagnetic property sensing based on diffusion model in ISAC system,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8f1f8c91-70c8-422c-9e08-71544a761a1e · outbound
Diffusion Model for Multiple Antenna Communications Multidimensional graph neural networks for wireless communications,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.