Paper Citation Record · LEDGER

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation

As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 5 inbound Pith citation observations for arXiv:2502.05780.

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

pith.paper-citation-record.v1
2502.05780 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:06:08.224537Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:16:56.059247Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T19:27:32.288660Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy12
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f420072a-9174-48ac-9337-0ffbe4cc0784 · outbound

This paper cites − ∂lθ(ei)[0] ∂θ + elθ(ei)[0] ∂lθ(ei)[0] ∂θ + elθ(ei)[1] ∂lθ(ei)[1] ∂θ elθ(ei)[0] + elθ(ei)[1] # + Ej∼Pp-OOD.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation − ∂lθ(ei)[0] ∂θ + elθ(ei)[0] ∂lθ(ei)[0] ∂θ + elθ(ei)[1] ∂lθ(ei)[1] ∂θ elθ(ei)[0] + elθ(ei)[1] # + Ej∼Pp-OOD

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.459887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1346b469-f868-428c-bcb7-35593832a3f1 · outbound

This paper cites We also considered latest SOTA OOD Detection method by Yang et al.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation We also considered latest SOTA OOD Detection method by Yang et al

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T18:06:08.355084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2334ee15-269f-4030-b04f-dc1833aca496 · outbound

This paper cites A Benchmark of Medical Out of Distribution Detection.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation A Benchmark of Medical Out of Distribution Detection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T18:06:08.143260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a1bd1c-eaf4-486c-8ba8-84b3a231ada7 · outbound

This paper cites The dataset consists of seven labels.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation The dataset consists of seven labels

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.415633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18d83123-1971-408a-95d0-6301fd7ec693 · outbound

This paper cites Deep feature deblurring diffusion for detecting out-of- distribution objects.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Deep feature deblurring diffusion for detecting out-of- distribution objects

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.489101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dd5fc024-0d05-4c75-a44e-c2c9c37758c3 · outbound

This paper cites The structure is as follows: • We provide the proof for Proposition.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation The structure is as follows: • We provide the proof for Proposition

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.474534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 142e610a-cda2-42b7-a2ba-82e8245868fa · outbound

This paper cites Edges reflect the citation relationships among papers, and each node is associated with a 128-dimensional vector derived from word embeddings of its title and abstract.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Edges reflect the citation relationships among papers, and each node is associated with a 128-dimensional vector derived from word embeddings of its title and abstract

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.386362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa9a89ee-0811-4e74-98de-fef5a9784f57 · outbound

This paper cites A.2 L OGITS VS.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation A.2 L OGITS VS

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.445489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d44b042c-ba53-403c-8289-ce366ad89f77 · outbound

This paper cites These methods typically rely on pre-trained models that are trained with additional data.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation These methods typically rely on pre-trained models that are trained with additional data

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.430706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39645e22-447f-4ef1-9b1e-3ec3007d1e90 · outbound

This paper cites Node labels categorise the products.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Node labels categorise the products

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.401180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 05be25e4-6489-4550-8956-fd8cbe125c24 · outbound

This paper cites an unresolved cited work.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:06:08.371448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a1aea7d4-d4d3-450c-9bbf-3945a6679178 · outbound

This paper cites an unresolved cited work.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:06:08.339083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b988be75-4006-4dd0-b6c5-643af7124f09 · outbound

This paper cites In our GOLD, a latent node representation h0 ∈ Rd′ is initialised at timestep 0 from the GNN encodings H in Eq.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation In our GOLD, a latent node representation h0 ∈ Rd′ is initialised at timestep 0 from the GNN encodings H in Eq

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.323592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f689d26e-8df9-46ad-8ab9-9fc9a38fb05b · outbound

This paper cites an unresolved cited work.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:06:08.307466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b08a6bcb-b944-44f3-a348-b7f020b3e72c · outbound

This paper cites Generalized outlier exposure: Towards a trust- worthy out-of-distribution detector without sacrificing accuracy.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Generalized outlier exposure: Towards a trust- worthy out-of-distribution detector without sacrificing accuracy

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.520739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a830bea-c0fe-4e6f-89e0-749067dbe727 · outbound

This paper cites We compare these architectures against GNNSafe and NodeSafe and their OOD-exposed variants.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation We compare these architectures against GNNSafe and NodeSafe and their OOD-exposed variants

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.291606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cdb28394-24f3-4fbd-9a0f-21c6fc9e0bbe · outbound

This paper cites URL https://doi.org/10.3390/ s21144758.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation URL https://doi.org/10.3390/ s21144758

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-08T18:06:08.132545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8dad8de-765c-4e86-b107-dcd36f59568e · outbound

This paper cites Liu, Emily Fertig, Jasper Snoek, Ryan Poplin, Mark A.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Liu, Emily Fertig, Jasper Snoek, Ryan Poplin, Mark A

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:06:08.505408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 495b70fa-7cfd-4311-8607-ccb23f3bbfe0 · outbound

This paper cites an unresolved cited work.

GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:06:08.535538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 82e48206-829e-4325-a8ef-f6a8c863599f · inbound

Graph Synthetic Out-of-Distribution Exposure with Large Language Models cites this paper.

Graph Synthetic Out-of-Distribution Exposure with Large Language Models GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:56.059247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0db294-f7e7-4f58-9316-61eb870a18e0 · inbound

Subgraph Generation for Generalizing on Out-of-Distribution Links cites this paper.

Subgraph Generation for Generalizing on Out-of-Distribution Links GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T17:10:49.778493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8977641e-4612-4fd8-ba60-a9dde10aee5d · inbound

Both Topology and Text Matter: Revisiting LLM-guided Out-of-Distribution Detection on Text-attributed Graphs cites this paper.

Both Topology and Text Matter: Revisiting LLM-guided Out-of-Distribution Detection on Text-attributed Graphs GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T00:07:42.510488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f16bd125-5ab0-4999-ae11-c1e8c9f6d302 · inbound

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning cites this paper.

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation

Reference 151

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:45:40.629814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d5a1cd46-8eae-4fec-88c1-e9f32122e382 · inbound

Hypergraph Neural Stochastic Diffusion: An SDE Framework for Uncertainty Estimation cites this paper.

Hypergraph Neural Stochastic Diffusion: An SDE Framework for Uncertainty Estimation GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:27:32.289941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.