Paper Citation Record · LEDGER

What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2410.12126.

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

pith.paper-citation-record.v1
2410.12126 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:02:37.146783Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T14:47:03.332085Z

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 ff4cbea9-67d2-4957-9996-8a8367c9ee68 · inbound

Local Clustering on Complex Graphs and Complex Hypergraphs cites this paper.

Local Clustering on Complex Graphs and Complex Hypergraphs What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:37.146783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6715517-52b2-4d34-8a77-1f18ed2d4fec · inbound

APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs cites this paper.

APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-11T05:42:11.645397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 716e7901-2ef2-4c8a-8707-3ea254d1baab · inbound

PyG-SSL: A Graph Self-Supervised Learning Toolkit cites this paper.

PyG-SSL: A Graph Self-Supervised Learning Toolkit What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:04:56.902016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 299f63db-5013-4ce8-b2eb-ddfcaefe30cd · inbound

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence cites this paper.

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T23:49:14.473644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5cd14c6-1248-4cc9-a5d0-3b9309825ab2 · inbound

Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting cites this paper.

Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:53.311294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933cb993-2cc4-47a8-9040-0f65b64e2181 · inbound

Identifying Latent Concepts and Structures for Generalized Category Discovery cites this paper.

Identifying Latent Concepts and Structures for Generalized Category Discovery What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-07-02T14:47:03.333753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.