Paper Citation Record · LEDGER

MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model

As of 9 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 2 inbound Pith citation observations for arXiv:2508.01701.

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

pith.paper-citation-record.v1
2508.01701 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:32:43.961555Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:17:44.411356Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T18:53:08.591839Z

Reference resolution

2 of 2 outbound references displayed

verified exact0
verified fuzzy0
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e815e4c-7a99-49ce-bef0-1916a59c6673 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T05:32:43.924822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5fd38c-cd5f-4046-9a31-03da791cf562 · outbound

This paper cites GLU Variants Improve Transformer.

MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model GLU Variants Improve Transformer

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T05:32:43.961555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 42266019-c205-41ea-ae2a-eeeb4e36e071 · inbound

GraMFedDHAR: Graph Based Multimodal Differentially Private Federated HAR cites this paper.

GraMFedDHAR: Graph Based Multimodal Differentially Private Federated HAR MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T05:17:44.411356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf22030-bb58-43bb-aaec-f7affacc69b2 · inbound

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook cites this paper.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.593027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.