Paper Citation Record · LEDGER

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2607.25791.

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

pith.paper-citation-record.v1
2607.25791 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:30:45.804190Z

measured 34 of 34 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:30:45.707858Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eeb8931a-6aeb-46bb-8186-31513def30a1 · outbound

This paper cites Effective intervention requires not only detecting that a fall has occurred but also identifying the precise moment of ground impact the instant when the body hits the ground.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Effective intervention requires not only detecting that a fall has occurred but also identifying the precise moment of ground impact the instant when the body hits the ground

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.687451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d4d3f9f-867c-4393-bcfc-86d15768ebfa · outbound

This paper cites an unresolved cited work.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.692441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a56129-db6a-467d-8ff4-6538fd7827cd · outbound

This paper cites an unresolved cited work.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.696306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bd05b46-68ed-4c77-b37e-9038f23437cc · outbound

This paper cites an unresolved cited work.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.700155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232bb440-8b4a-493a-8890-4f05858c46d0 · outbound

This paper cites an unresolved cited work.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.704038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ebf8bb-a828-4357-a5b3-69498e9c2c45 · outbound

This paper cites Vision-based fall detection using ST-GCN,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Vision-based fall detection using ST-GCN,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.745571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85379bfd-0596-4b66-9d2f-f3f80118033b · outbound

This paper cites an unresolved cited work.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.711640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70803089-7318-4e1f-af8c-114b44eca2ba · outbound

This paper cites Problem Formulation Given a skeletal motion sequenceS={s 1, s2,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Problem Formulation Given a skeletal motion sequenceS={s 1, s2,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.716091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 020b0485-1345-4ec3-a8b0-c94535dfd3da · outbound

This paper cites Experimental Setup 4.1.1.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Experimental Setup 4.1.1

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.719734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c0bd681-15a2-495d-9a0a-ce2a851bff1b · outbound

This paper cites FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.707858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d00152ba-dd46-4d6a-aced-4c011a5325f6 · outbound

This paper cites Biomechanically-grounded hyperedges capture multi-joint coordination while Mamba’s linear-time com- plexity ensures real-time efficiency.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Biomechanically-grounded hyperedges capture multi-joint coordination while Mamba’s linear-time com- plexity ensures real-time efficiency

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.723396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86db283-0826-444b-a6a4-7522db791c64 · outbound

This paper cites Fall-induced injuries and deaths among older adults,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Fall-induced injuries and deaths among older adults,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.726955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46170f56-cff9-4a79-bcdf-60350e169ae0 · outbound

This paper cites UP-Fall detection dataset: A multimodal approach,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model UP-Fall detection dataset: A multimodal approach,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.730705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9071bdcd-9c3f-4094-b11f-7b8c8c695578 · outbound

This paper cites Machine learning and feature ranking for impact fall detection event using multisen- sor data,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Machine learning and feature ranking for impact fall detection event using multisen- sor data,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.734442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b05a0c-ccf5-4182-8725-6888f3a0e57a · outbound

This paper cites Fall detec- tion based on key points of human-skeleton using Open- Pose,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Fall detec- tion based on key points of human-skeleton using Open- Pose,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.738066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15732626-6951-40b2-bbce-00852cf48518 · outbound

This paper cites Spatial temporal graph convolutional networks for skeleton-based action recog- nition,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Spatial temporal graph convolutional networks for skeleton-based action recog- nition,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.741593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2777b7cf-5d14-4875-81d6-f839633d62c1 · outbound

This paper cites Hy- pergraph neural networks,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Hy- pergraph neural networks,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.749255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907b2775-ae8e-4aac-8ed8-2c38d3bef125 · outbound

This paper cites Transformer for skeleton-based ac- tion recognition: A review of recent advances,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Transformer for skeleton-based ac- tion recognition: A review of recent advances,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.752674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1811df5e-254d-4dbb-b007-cc4d628ac5fe · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Mamba: Linear-time sequence modeling with selective state spaces,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.755976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9abd8b-b070-470e-bc03-5967631e0b7a · outbound

This paper cites Umafall: A multisensor dataset for the research on automatic fall detection,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Umafall: A multisensor dataset for the research on automatic fall detection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.759302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475c636e-a380-4536-82bb-04e030e8215b · outbound

This paper cites Skeleton-based fall detection with multiple inertial sensors using spatial- temporal graph convolutional networks,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Skeleton-based fall detection with multiple inertial sensors using spatial- temporal graph convolutional networks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.762960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c413ef-0a53-4db2-b00f-4b467c13e414 · outbound

This paper cites Impact detection in fall events: Leveraging spatio-temporal graph convolutional networks and recurrent neural networks using 3d skele- ton data,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Impact detection in fall events: Leveraging spatio-temporal graph convolutional networks and recurrent neural networks using 3d skele- ton data,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.766280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6753a6ff-e96f-438c-a0e1-596364b595d3 · outbound

This paper cites Hypergraph neural network for skeleton-based ac- tion recognition,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Hypergraph neural network for skeleton-based ac- tion recognition,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.769552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed9163e5-604f-4a91-b686-5041da6fe65a · outbound

This paper cites Autoregressive adaptive hypergraph transformer for skeleton-based activity recognition,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Autoregressive adaptive hypergraph transformer for skeleton-based activity recognition,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.772939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c841328-a29f-4212-8d18-23852c38b545 · outbound

This paper cites Hypergraph-based Multi-View Action Recognition using Event Cameras.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Hypergraph-based Multi-View Action Recognition using Event Cameras

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.776312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0e7a023-9cd2-4535-bfda-89088c2e22f5 · outbound

This paper cites Ensembles of deep lstm learners for activity recognition using wearables,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Ensembles of deep lstm learners for activity recognition using wearables,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.779957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d8605cd-ee4a-4215-92b4-e337068969fe · outbound

This paper cites Tcformer: A 5m- parameter transformer with density-guided aggregation for weakly-supervised crowd counting,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Tcformer: A 5m- parameter transformer with density-guided aggregation for weakly-supervised crowd counting,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.783300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14633968-2fac-48bf-a1a5-8e37db083565 · outbound

This paper cites Distillh-mamba: A hypergraph-mamba-based knowledge distillation model for efficient impact fall detection,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Distillh-mamba: A hypergraph-mamba-based knowledge distillation model for efficient impact fall detection,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.786751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e4e074-47c4-49d5-a65e-a158f8f97295 · outbound

This paper cites Finite element analysis of hip frac- ture risk in elderly female: The effects of soft tissue shape, fall direction, and interventions,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Finite element analysis of hip frac- ture risk in elderly female: The effects of soft tissue shape, fall direction, and interventions,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.790405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cef55d15-7794-4ad0-9475-82abb352dc3a · outbound

This paper cites The effect of fall biomechan- ics on risk for hip fracture in older adults: a cohort study of video-captured falls in long-term care,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model The effect of fall biomechan- ics on risk for hip fracture in older adults: a cohort study of video-captured falls in long-term care,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.793851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2aa128-d113-4b09-845a-c6ead1be6d64 · outbound

This paper cites An improved 3d skeletons up-fall dataset: enhancing data quality for efficient im- pact fall detection,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model An improved 3d skeletons up-fall dataset: enhancing data quality for efficient im- pact fall detection,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.797344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b570dfdf-9d55-48a7-80eb-9f8101f81f58 · outbound

This paper cites Two-stream adaptive graph convolutional networks for skeleton- based action recognition,.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Two-stream adaptive graph convolutional networks for skeleton- based action recognition,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.800764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553ba17a-a6fe-4489-9d13-d1eeeea01196 · outbound

This paper cites Hypergraph Transformer for Skeleton-based Action Recognition.

FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model Hypergraph Transformer for Skeleton-based Action Recognition

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T01:30:45.804190Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1c0bd681-15a2-495d-9a0a-ce2a851bff1b · inbound