Paper Citation Record · LEDGER

Foundation Models for CPS-IoT: Opportunities and Challenges

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.16368.

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

pith.paper-citation-record.v1
2501.16368 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:14:55.254832Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T03:47:35.369561Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a88c0aeb-8703-46ba-ad7d-07ef89a99a14 · inbound

Zero-Trust Foundation Models: A New Paradigm for Secure and Collaborative Artificial Intelligence for Internet of Things cites this paper.

Zero-Trust Foundation Models: A New Paradigm for Secure and Collaborative Artificial Intelligence for Internet of Things Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:14:55.254832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83e9f7b-3540-451a-8175-ff219ceb88e2 · inbound

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference cites this paper.

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:06:52.045875Z

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 9af5eeca-ce73-4a3f-a4fc-118e55610fc5 · inbound

RARR : Robust Real-World Activity Recognition with Vibration by Scavenging Near-Surface Audio Online cites this paper.

RARR : Robust Real-World Activity Recognition with Vibration by Scavenging Near-Surface Audio Online Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T14:36:15.430186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6a71828-8f63-4169-abb4-8fd746f5d0d6 · inbound

Digital Guardians: The Past and The Future of Cyber-Physical Resilience cites this paper.

Digital Guardians: The Past and The Future of Cyber-Physical Resilience Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:46:13.991061Z

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 97b42105-daed-4715-809a-7b0cf3f4e4a9 · inbound

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals cites this paper.

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:45:06.351329Z

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 5b7c4623-2f95-4324-9f03-152f4c9062f3 · inbound

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals cites this paper.

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:39:00.184060Z

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 10302811-e358-46f0-861a-c82d3c3c7448 · inbound

FMplex: Model Virtualization for Serving Extensible Foundation Models cites this paper.

FMplex: Model Virtualization for Serving Extensible Foundation Models Foundation Models for CPS-IoT: Opportunities and Challenges

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:47:35.371110Z

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.