Paper Citation Record · LEDGER

Rethinking Link Prediction for Directed Graphs

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2502.05724.

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

pith.paper-citation-record.v1
2502.05724 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:19:35.797493Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact0
verified fuzzy7
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbe30bd8-3eb8-4a57-9305-e0c083d71173 · outbound

This paper cites an unresolved cited work.

Rethinking Link Prediction for Directed Graphs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:35.939790Z

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 0818c43c-2f3a-45c0-864b-04a71fb70ad4 · outbound

This paper cites ˆD−1/2 out 0 0 ˆD−1/2 in # 0 ˆA ˆA⊤ 0.

Rethinking Link Prediction for Directed Graphs ˆD−1/2 out 0 0 ˆD−1/2 in # 0 ˆA ˆA⊤ 0

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.881373Z

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 aab2e780-e6ac-4772-bff3-bb5d4607792b · outbound

This paper cites Some models have exceptions.

Rethinking Link Prediction for Directed Graphs Some models have exceptions

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.870352Z

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 97535510-0e0d-495b-a54d-40c8d4c99180 · outbound

This paper cites Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks.

Rethinking Link Prediction for Directed Graphs Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:35.762953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42902c3e-fdb3-44cc-8192-ba4feb0ccd8d · outbound

This paper cites Pitfalls of graph neural network evaluation.

Rethinking Link Prediction for Directed Graphs Pitfalls of graph neural network evaluation

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.915335Z

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 5b722dec-0c20-4a47-bf38-69be589ae0af · outbound

This paper cites A Survey on Spectral Graph Neural Networks.

Rethinking Link Prediction for Directed Graphs A Survey on Spectral Graph Neural Networks

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:35.748151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01fd00ec-761c-48dc-b365-08cee4b39820 · outbound

This paper cites Directed Graph Convolutional Network.

Rethinking Link Prediction for Directed Graphs Directed Graph Convolutional Network

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:35.781941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ed9697-003b-4659-b8a6-5ccc87481365 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Rethinking Link Prediction for Directed Graphs Fast Graph Representation Learning with PyTorch Geometric

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:35.753365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a683e51-e1e9-40c7-b48a-263e8b5801d7 · outbound

This paper cites Finding large balanced subgraphs in signed networks.

Rethinking Link Prediction for Directed Graphs Finding large balanced subgraphs in signed networks

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.927446Z

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 12f7fd15-9c0c-4ed8-8138-3a1db5044d48 · outbound

This paper cites Disentangling degree-related biases and interest for out-of-distribution generalized directed network embedding.

Rethinking Link Prediction for Directed Graphs Disentangling degree-related biases and interest for out-of-distribution generalized directed network embedding

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.903971Z

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 8e31b719-a2ff-45b5-850d-3efaf1b460a7 · outbound

This paper cites Exploring the role of node diversity in directed graph representation learning.

Rethinking Link Prediction for Directed Graphs Exploring the role of node diversity in directed graph representation learning

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.950574Z

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 84f2bd87-0b37-4c2f-ba56-a61b1c9d6309 · outbound

This paper cites Interpreting and unifying graph neural networks with an optimization framework.

Rethinking Link Prediction for Directed Graphs Interpreting and unifying graph neural networks with an optimization framework

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:35.892493Z

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.