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Paper Citation Record · LEDGER

Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2110.09524.

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

pith.paper-citation-record.v1
2110.09524 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:15:04.964753Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T19:16:01.142409Z

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 1a0afb60-979e-4dbb-a31c-2d449f272c62 · inbound

Morphling: Fast, Fused, and Flexible GNN Training at Scale cites this paper.

Morphling: Fast, Fused, and Flexible GNN Training at Scale Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T19:15:04.964753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:15:04.964753Z digest=sha256:31a445f4ae5799c3e1c9902479d9df2c44ccabeac76a50c09a64b709e916c0d2

Observation 63bbc5b3-4df5-4303-bc8d-57d247da4296 · inbound

On Efficient Scaling of GNNs via IO-Aware Layers Implementations cites this paper.

On Efficient Scaling of GNNs via IO-Aware Layers Implementations Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:16:01.143899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-28T22:52:59.081816Z digest=sha256:0453d199fb2df9a782d64598ab1cd785413dd39c94caf4e96fae3beaf3cfcc5a

Observation 6673a501-6be8-442d-90aa-03a2c3afe3fb · inbound

FAST: A Holistic Framework for Optimizing Memory-I/O, Computation, and Sampling in Temporal GNN Training cites this paper.

FAST: A Holistic Framework for Optimizing Memory-I/O, Computation, and Sampling in Temporal GNN Training Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-11T08:53:35.832685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T08:53:35.832685Z digest=sha256:0cf9d4a0ffe19354aa4a002ed198256d9f84f7b4b31c9ad293956d058a761d3e