Paper Citation Record · LEDGER

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.13254.

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

pith.paper-citation-record.v1
2608.13254 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:23:57.922945Z

measured 30 of 30 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact4
verified fuzzy16
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5de6f54-827b-4e43-9572-33f74e83a233 · outbound

This paper cites Fluid antenna system for 6G: When Bruce Lee inspires wireless communications,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Fluid antenna system for 6G: When Bruce Lee inspires wireless communications,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.806608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1a2fc5-e1b4-4915-a8eb-d0f282fec1d4 · outbound

This paper cites Fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Fluid antenna systems,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.811541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 340e66c8-bd83-4baa-885d-774b22bdb985 · outbound

This paper cites Finite-blocklength fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Finite-blocklength fluid antenna systems,

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:23:58.264803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1536671-b308-4609-95c3-a1386afaf811 · outbound

This paper cites Finite-blocklength fluid an- tenna systems with spatial block-correlation channel model,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Finite-blocklength fluid an- tenna systems with spatial block-correlation channel model,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.562952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 439de608-c107-4903-b62a-547a6b5fd3ec · outbound

This paper cites Cram´er–Rao bounds for activity detection in conventional and fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Cram´er–Rao bounds for activity detection in conventional and fluid antenna systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.553468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 415ec0ae-679e-4776-ae2d-ae90d0e32f63 · outbound

This paper cites Performance limits of fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Performance limits of fluid antenna systems,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.827329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 708ee408-f855-4af8-952f-69e60936bd77 · outbound

This paper cites On fundamental limits for fluid antenna-assisted integrated sensing and communications for unsourced random access,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints On fundamental limits for fluid antenna-assisted integrated sensing and communications for unsourced random access,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.543950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38ab8c65-0384-4ede-9451-a7ae9da3821b · outbound

This paper cites Bruce Lee-inspired fluid antenna system: Six research topics and the potentials for 6G,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Bruce Lee-inspired fluid antenna system: Six research topics and the potentials for 6G,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.533898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11380480-79a9-42d3-b90c-2f7239490cc2 · outbound

This paper cites A tutorial on fluid antenna system for 6G net- works: Encompassing communication theory, optimization methods and hardware designs,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints A tutorial on fluid antenna system for 6G net- works: Encompassing communication theory, optimization methods and hardware designs,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.523971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e01415ba-1f39-42fd-ae95-2258421ffdcd · outbound

This paper cites Joint activity detection and channel estimation for fluid antenna system exploiting geographical and angular information,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Joint activity detection and channel estimation for fluid antenna system exploiting geographical and angular information,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.513434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9706fbd1-6bd3-457c-a01e-55eb08fa6133 · outbound

This paper cites On fundamental limits of slow-fluid antenna multiple access for unsourced random access,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints On fundamental limits of slow-fluid antenna multiple access for unsourced random access,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.502633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b375a27-e3e4-486c-9b4b-88132724be88 · outbound

This paper cites Jointly correlated dual-side fluid antenna system,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Jointly correlated dual-side fluid antenna system,

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:23:58.128497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 663ece68-729d-4cf8-8422-b3a8d5c20ff4 · outbound

This paper cites Finite-aperture fluid antenna array design: Analysis and algorithm,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Finite-aperture fluid antenna array design: Analysis and algorithm,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.491996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 941c7af6-5748-401c-8f8a-4eaf79c6056e · outbound

This paper cites Finite-Aperture Planar Fluid Antenna Array.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Finite-Aperture Planar Fluid Antenna Array

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.857467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50752934-8f96-4dd2-b870-48aa8929b049 · outbound

This paper cites Electromagnetic-Aware Fluid Antenna Array.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Electromagnetic-Aware Fluid Antenna Array

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.861539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961aecf7-57c4-490f-99cb-c40dba264d36 · outbound

This paper cites Antenna positioning and beamforming design for fluid- antenna enabled multi-user downlink communications,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Antenna positioning and beamforming design for fluid- antenna enabled multi-user downlink communications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.481037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e56cbca5-09e5-4424-8361-e8e802727746 · outbound

This paper cites Sum-rate maximization for fluid antenna enabled multiuser communications,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Sum-rate maximization for fluid antenna enabled multiuser communications,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.470211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae77e20f-630d-4d8e-9823-a794f087000b · outbound

This paper cites Near-field beamforming and port selection for fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Near-field beamforming and port selection for fluid antenna systems,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.458799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a550d52-dd9b-49a3-8ede-d5cba55b60c4 · outbound

This paper cites Scalable fluid antenna systems: A new paradigm for array signal processing,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Scalable fluid antenna systems: A new paradigm for array signal processing,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.446550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 26b8c949-58e2-4e08-95ae-38dbfedd5edf · outbound

This paper cites Fluid antenna-enhanced flexible beamforming,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Fluid antenna-enhanced flexible beamforming,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.436045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4bca25a3-67f8-4258-839a-9f4b51e9ac1b · outbound

This paper cites Peak Sidelobe Suppression in Planar Fluid Antenna Array.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Peak Sidelobe Suppression in Planar Fluid Antenna Array

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.891000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a806aa06-3301-4662-91dc-c3a1548f1274 · outbound

This paper cites Learned Blockwise Port Activation for Real Time Beamforming in Fluid Antenna Arrays.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Learned Blockwise Port Activation for Real Time Beamforming in Fluid Antenna Arrays

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:23:58.017872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a22377f-0c00-477f-8052-eb035fbea759 · outbound

This paper cites Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:23:58.003496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c476ce25-63eb-4c17-b0e8-223aeef20bea · outbound

This paper cites Toward Practical Fluid Antenna Systems: Co-Optimizing Hardware and Software for Port Selection and Beamforming.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Toward Practical Fluid Antenna Systems: Co-Optimizing Hardware and Software for Port Selection and Beamforming

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:23:57.987701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1ba0f254-1fcc-4938-acda-77c3fff94661 · outbound

This paper cites LLM-based port selection and beamforming for mul- tiuser MISO with fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints LLM-based port selection and beamforming for mul- tiuser MISO with fluid antenna systems,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.424803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8f301c85-ffb0-408f-bafb-d44f490900e4 · outbound

This paper cites Learned-approximate message passing under Karhunen– Lo`eve modeling for fluid antenna systems,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Learned-approximate message passing under Karhunen– Lo`eve modeling for fluid antenna systems,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.412587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 39c76e4d-871c-4279-81ba-f4f62b4db181 · outbound

This paper cites Neural networks-enabled channel reconstruction for fluid antenna systems: A data-driven approach,.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Neural networks-enabled channel reconstruction for fluid antenna systems: A data-driven approach,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:23:58.400626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6105a71-dd50-44a2-b3dd-b6fb5e657068 · outbound

This paper cites Beyond Covariance: Generative Spatial Correlation Modeling and Channel Interpolation for Fluid Antenna Systems.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Beyond Covariance: Generative Spatial Correlation Modeling and Channel Interpolation for Fluid Antenna Systems

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:23:57.971295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 969ae92c-5744-4d48-aa2c-c39649823417 · outbound

This paper cites Geometry-Structured Channel Reconstruction for Conventional and Fluid Antenna Systems: Bayesian Inference and Fundamental Limits.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Geometry-Structured Channel Reconstruction for Conventional and Fluid Antenna Systems: Bayesian Inference and Fundamental Limits

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.922945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be795c75-989e-49f7-85fa-f8ead41fdc3e · outbound

This paper cites Antenna Positioning and Beamforming Design for Fluid-Antenna Enabled Multi-user Downlink Communications.

EM-Guided Graph Learning for Fluid Antenna Beamforming under Current-Domain Constraints Antenna Positioning and Beamforming Design for Fluid-Antenna Enabled Multi-user Downlink Communications

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-14T15:23:57.871583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.