Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:29:45.461273Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.06251.
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 2026-08-07T11:29:45.461273Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
14 of 14 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 27061e9f-333e-4d76-a4a9-b89c456dec0e · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Optimal joint base station assignment and beamforming for heterogeneous networks,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 82dff164-badf-4840-b668-698ce16f08b9 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI A stochastic weighted MMSE approach to sum rate maximization for a MIMO interference channel,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ebf285fa-978d-4f61-a240-7518ad64f864 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Learning precoding policy: CNN or GNN?
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1cb6fc74-212b-49b5-a7a3-b9c2ff0bbf71 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI A bipartite graph neural network approach for scalable beamforming optimization,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13692cfd-f100-4b10-a657-d6c66dab23b3 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Multidimensional graph neural networks for wireless communications,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5425a891-df44-4251-8d55-6467fbb655ad · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Statistical precoder design in multi-user systems via graph neural networks and generative modeling,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fbbaf7bb-8564-445f-a244-8fdffbbd257c · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Scalable multi- user precoding and pilot optimization with graph neural networks,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f64c3670-20b6-43a6-b872-2696b08c6e19 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Learning resource allocation policy: Vertex-GNN or Edge-GNN?
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9ddcbaf0-dcf6-432a-a313-de0520bc57b7 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Joint beamforming and integer user association using a GNN with Gumbel–softmax reparameterizations,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c1152c50-0c31-4a7a-81fb-1019f525b9c9 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5f15a864-58db-4111-9096-4e61cce67916 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Sionna: An Open-Source Library for Next-Generation Physical Layer Research
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb339907-a3a8-466e-ae68-c289c13b6ecd · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Efficient projections onto the l1-ball for learning in high dimensions,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7e81134c-03e4-422e-89f1-f93916082a21 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Efficient use of fading correlations in MIMO systems,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bdf746f0-4dd1-41ba-908e-b70811c522a7 · outbound
Joint Access Point Selection and Precoder Design under Statistical CSI Group normalization,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.