Paper Citation Record · LEDGER

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction

As of 10 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2606.00120.

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

pith.paper-citation-record.v1
2606.00120 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T06:09:18.504624Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

17 of 17 outbound references displayed

verified exact4
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f80fda64-42fe-4f83-844c-a7c73c31188e · outbound

This paper cites Pilot-free ofdm transmis- sion for vehicular communications with asymmetric constellation and two-stage receiver,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Pilot-free ofdm transmis- sion for vehicular communications with asymmetric constellation and two-stage receiver,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5557be0-4468-4988-8a95-423334f6b0d4 · outbound

This paper cites Ps-net: Position-based precoding with sensing assistance for mimo downlink transmission,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Ps-net: Position-based precoding with sensing assistance for mimo downlink transmission,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb7484f-4372-48d0-b440-37dbbc258c13 · outbound

This paper cites Big ai models for 6g wireless networks: Opportunities, challenges, and research directions,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Big ai models for 6g wireless networks: Opportunities, challenges, and research directions,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154ab2fd-75f7-4891-8f60-974b02b8cf73 · outbound

This paper cites Channel- gpt: A large model toward real-world channel foundation model for 6g environment intelligence communication,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Channel- gpt: A large model toward real-world channel foundation model for 6g environment intelligence communication,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d108222-1bc7-4a3b-ba13-e762564f749f · outbound

This paper cites LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:03:31.750301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7013c81e-0cfd-40f8-ac6b-52798a771108 · outbound

This paper cites MUSE-FM: Multi-task environment-aware foundation model for wireless communications.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction MUSE-FM: Multi-task environment-aware foundation model for wireless communications

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:03:31.759378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation babaddf6-6ac4-4298-936a-200fba8451b5 · outbound

This paper cites Beam prediction based on large language models,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Beam prediction based on large language models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ce1d8f-78c1-4bd4-bb36-03e1fbb94dae · outbound

This paper cites Llm4wm: Adapting llm for wireless multi-tasking,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Llm4wm: Adapting llm for wireless multi-tasking,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d35fc4-d4b0-4864-b69b-0e8dcba23ae3 · outbound

This paper cites Wirelessgpt: A generative foundation model for multi-task integrated sensing and communication,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Wirelessgpt: A generative foundation model for multi-task integrated sensing and communication,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3b766e8-b03b-4a9f-ad43-76b1db609589 · outbound

This paper cites WiFo-CF: Wireless Foundation Model for CSI Feedback.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction WiFo-CF: Wireless Foundation Model for CSI Feedback

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:03:31.750720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c597479c-41f0-49d8-8d73-4d66bd652233 · outbound

This paper cites WirelessJEPA: A multi-antenna foundation model using spatio-temporal wireless latent predictions.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction WirelessJEPA: A multi-antenna foundation model using spatio-temporal wireless latent predictions

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:03:31.761938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f58e2b70-39bc-4b83-aeb2-f54132ff473e · outbound

This paper cites Signal compression for wireless communication and sensing: A general ap- proach utilizing pretrained wireless foundation models,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Signal compression for wireless communication and sensing: A general ap- proach utilizing pretrained wireless foundation models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab72c040-ddce-4bd3-bd92-fdf69c7f1d13 · outbound

This paper cites BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T15:03:31.759197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e3e1e24-92fa-4021-ba5c-7d1205fe203e · outbound

This paper cites Large language models for wireless communications: From adaptation to autonomy,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Large language models for wireless communications: From adaptation to autonomy,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7746ec31-d913-4a01-a393-7d1580e2a5e5 · outbound

This paper cites A survey of encoding techniques for signal processing in spiking neural networks,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction A survey of encoding techniques for signal processing in spiking neural networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a69e2a95-5332-45b3-9989-44f8eaf7b71a · outbound

This paper cites Energy-efficient distributed spiking neural network for wireless edge intelligence,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Energy-efficient distributed spiking neural network for wireless edge intelligence,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed62546a-8bea-41f1-b18a-ed27799a77a1 · outbound

This paper cites Spiking-aided neural architec- ture for efficient and robust wifi sensing,.

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction Spiking-aided neural architec- ture for efficient and robust wifi sensing,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T06:09:18.504624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.