Paper Citation Record · LEDGER

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.04255.

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

pith.paper-citation-record.v1
2608.04255 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:14:05.772560Z

measured 40 of 40 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact2
verified fuzzy2
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9bb3031-fb2b-46f3-88a9-2afb72ffbc9b · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.646324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b4b8a13-4ab6-403e-b267-36a2a7890bcf · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.650440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48925885-2055-4150-9c06-37dbc5cec20f · outbound

This paper cites LLaGA: Large Language and Graph Assistant.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.654019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8723c18-ed4c-4b63-920c-d81a375b1975 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.658007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd9580ca-2ce4-486b-b2fb-f1c41862371c · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.123762Z

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.

Observation 5786884b-4a54-4a74-a9b9-3dc290c86b5b · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.669165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b83cbb2-35a0-41ad-a199-d8a4c9bb6442 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.099122Z

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.

Observation 407bf0d3-c885-454d-9787-83f2f32ff8e2 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.089337Z

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.

Observation 01d0df58-5696-47ab-84eb-9406a8440590 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.680320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a94a3ed6-ab9e-4b1c-9cd3-6ddb2a1487af · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.079877Z

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.

Observation d91b0e59-608f-44a0-aee6-1c7fc7f59ad7 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.685907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 074b41b1-ff0d-4317-be2e-9dea996d8f2c · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.063075Z

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.

Observation 86919525-3d29-4e49-a854-ba075c32cd72 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.037392Z

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.

Observation 382f7206-1f4f-4eca-b299-b734baf3cd38 · outbound

This paper cites SoK: Differential Privacy on Graph-Structured Data.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration SoK: Differential Privacy on Graph-Structured Data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.697117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d86cec1-4cba-4d15-a54b-021cd7f8e249 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.691305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c507c1-d304-4be1-a65f-da728a4f8b28 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.018624Z

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.

Observation e8b0b33a-58f9-46ab-a048-972e9f7449cd · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.009671Z

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.

Observation dae425b7-1acd-487d-9c0f-1709bb1fd739 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.027768Z

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.

Observation a9252f93-c3c8-426e-a29a-938fb98ab889 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.992634Z

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.

Observation 6acc2e07-75fa-4454-a56e-84136fc87cec · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.982876Z

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.

Observation dfa63c7e-b810-42ae-95bb-665c20bbc717 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.001106Z

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.

Observation 7fa74507-eba6-4201-b736-f55a6c6ab0c0 · outbound

This paper cites 2023.{GAP}: Differentially private graph neural networks with aggre- gation perturbation.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration 2023.{GAP}: Differentially private graph neural networks with aggre- gation perturbation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:14:05.962076Z

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.

Observation 84a90f1e-f2a9-465a-ad5e-5cfc70e85320 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.951617Z

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.

Observation a0550d19-07d8-435b-986e-3619aec37101 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.972357Z

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.

Observation 8c07dacf-f33c-4e40-b8dd-621c4eb663f0 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.942327Z

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.

Observation e43200f3-e836-444d-89b5-df87a48f6cac · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.932888Z

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.

Observation 144939ae-8872-4395-989a-520a70981a9e · outbound

This paper cites Making the Most of Parallel Composition in Differential Privacy.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Making the Most of Parallel Composition in Differential Privacy

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-08T00:14:05.835883Z

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.

Observation b2891c28-8e32-4471-b092-e18c5da457ef · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.918396Z

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.

Observation 152988f9-ba89-4b13-b489-b083d2eeb3e7 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.746164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04df3df8-715b-4fac-aca6-cada831237f7 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.739979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f1735d5-b609-456d-a105-bb491a22ddf0 · outbound

This paper cites Privacy-preserving design of graph neural networks with applications to vertical federated learning.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Privacy-preserving design of graph neural networks with applications to vertical federated learning

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-08T00:14:05.823320Z

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.

Observation 707805cd-766f-449a-9b10-07995257735b · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration C-Pack: Packed Resources For General Chinese Embeddings

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.755598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0516d98e-24d0-45d2-83ed-b3b5ee395f49 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.902739Z

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.

Observation 67ca14f3-552e-45af-89f5-d66ecde52f53 · outbound

This paper cites How Powerful are Graph Neural Networks?.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration How Powerful are Graph Neural Networks?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.762280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e73afdc3-83f5-400e-a2da-7b458a50c98d · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.883015Z

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.

Observation 92cefd2b-0df1-44c4-b98f-7f2e64ee554c · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.893157Z

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.

Observation 37b6c146-7b27-43a2-ab31-e453df656fbd · outbound

This paper cites Yes”/“No.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Yes”/“No

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:14:05.863159Z

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.

Observation 6580d392-5d51-4798-b3df-79b2d11131a1 · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:05.873189Z

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.

Observation 780a834e-5cf2-4ce6-afe2-17394d10d1a2 · outbound

This paper cites Information Retrieval3, 2 (2000), 127–163.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Information Retrieval3, 2 (2000), 127–163

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.688675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1150c44-4f33-4a2b-a9f9-5389b08a3bed · outbound

This paper cites an unresolved cited work.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:14:06.114099Z

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.

Pith citing papers

No inbound Pith citation observations are available.