Paper Citation Record · LEDGER

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion

As of 5 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2605.25099.

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

pith.paper-citation-record.v1
2605.25099 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T23:43:03.509244Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc2fe337-1365-4ca6-9ff2-8c91ded2ceb7 · outbound

This paper cites A survey of modulation classification using deep learning: Signal representation and data preprocessing,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion A survey of modulation classification using deep learning: Signal representation and data preprocessing,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2154a16d-25af-4a62-b186-faadf5f5be86 · outbound

This paper cites Iqcm-net: Cross-modal fu- sion with multi-window stft via snr partitioning for robust modulation recognition,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Iqcm-net: Cross-modal fu- sion with multi-window stft via snr partitioning for robust modulation recognition,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304c1b97-cd8c-481d-bc76-6834be2621b8 · outbound

This paper cites An efficient deep learning model for automatic modulation recognition based on parameter estimation and transformation,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion An efficient deep learning model for automatic modulation recognition based on parameter estimation and transformation,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f672c39-28e7-49db-abe9-4932744956c9 · outbound

This paper cites Toward the automatic modu- lation classification with adaptive wavelet network,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Toward the automatic modu- lation classification with adaptive wavelet network,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cdbbaad-e5c6-4142-bfc0-fde827bf368c · outbound

This paper cites Multi-channel convolutional distilled transformer for automatic modulation classification,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Multi-channel convolutional distilled transformer for automatic modulation classification,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10c8abd-2353-4251-991f-0070a5e6c078 · outbound

This paper cites Amc-net: An effective network for automatic modulation classification,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Amc-net: An effective network for automatic modulation classification,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e680ea9-d82d-430f-a7de-79017d162aac · outbound

This paper cites Rml22: Realistic dataset generation for wireless modulation classification,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Rml22: Realistic dataset generation for wireless modulation classification,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6406e001-d09d-482c-b42a-85f569f3952c · outbound

This paper cites Radio machine learning dataset generation with gnu radio,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Radio machine learning dataset generation with gnu radio,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 078428ea-93e5-4093-9d93-ff66259656e7 · outbound

This paper cites Deep residual shrinkage networks for fault diagnosis,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Deep residual shrinkage networks for fault diagnosis,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37595a86-1b75-486b-8a44-fe2b752f25fa · outbound

This paper cites Improved automatic modulation recognition using deep learning with additive attention,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Improved automatic modulation recognition using deep learning with additive attention,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0446d9f-43de-402c-a15d-d8aeccfcce68 · outbound

This paper cites Iqformer: A novel transformer-based model with multi-modality fusion for automatic mod- ulation recognition,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Iqformer: A novel transformer-based model with multi-modality fusion for automatic mod- ulation recognition,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a15dfcf-a1e2-497d-ad5d-7c01f2f02ecf · outbound

This paper cites Milaformer: A multi-stage hybrid deep learning architecture for robust radio signal modulation recognition,.

CSPMNet: Pareto-Efficient Automatic Modulation Classification With Learnable Complex Subband Phase Motion Milaformer: A multi-stage hybrid deep learning architecture for robust radio signal modulation recognition,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T23:43:03.509244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.