Paper Citation Record · LEDGER

Higher-order Structure Boosts Link Prediction on Temporal Graphs

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2505.15746.

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

pith.paper-citation-record.v1
2505.15746 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:17:02.034813Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:06:04.778779Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:06:07.340780Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy4
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5ad0ea0-fa1f-404f-a7b0-a99f50bf23f1 · outbound

This paper cites Theorem 3 (Theorem 3 in (Wang & Kleinberg, 2024)).

Higher-order Structure Boosts Link Prediction on Temporal Graphs Theorem 3 (Theorem 3 in (Wang & Kleinberg, 2024))

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:17:02.835527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 32226c2f-02c2-46bf-bc46-cb05f95756e1 · outbound

This paper cites Nodes in e are divided between communities Ca and Cb, with ka nodes in Ca and kb nodes in Cb (ka + kb = k).

Higher-order Structure Boosts Link Prediction on Temporal Graphs Nodes in e are divided between communities Ca and Cb, with ka nodes in Ca and kb nodes in Cb (ka + kb = k)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:17:03.133395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ee69df5-85e6-49f9-83fc-f9c9ad6a2771 · outbound

This paper cites The colors represent node features.

Higher-order Structure Boosts Link Prediction on Temporal Graphs The colors represent node features

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:17:02.567219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 749cb3f5-85bc-4a15-a781-f144d4029393 · outbound

This paper cites From Graphs to Hypergraphs: Hypergraph Projection and its Remediation.

Higher-order Structure Boosts Link Prediction on Temporal Graphs From Graphs to Hypergraphs: Hypergraph Projection and its Remediation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.510167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b0d7d0e-a3d3-4b84-bada-a88fd8945490 · outbound

This paper cites How Powerful are Graph Neural Networks?.

Higher-order Structure Boosts Link Prediction on Temporal Graphs How Powerful are Graph Neural Networks?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.661279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1be9909-e754-4e2c-9ba7-a7138f884756 · outbound

This paper cites Zhang, X., Wang, Y ., Wang, X., and Zhang, M.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Zhang, X., Wang, Y ., Wang, X., and Zhang, M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.711097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a135cd-dcf4-41e0-9423-3d2db4bd50d5 · outbound

This paper cites an unresolved cited work.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:17:02.682581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68f07abd-dc58-4dd5-9e00-4cd10a8cab9d · outbound

This paper cites A Survey on Temporal Knowledge Graph: Representation Learning and Applications.

Higher-order Structure Boosts Link Prediction on Temporal Graphs A Survey on Temporal Knowledge Graph: Representation Learning and Applications

Reference 1984

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:00.944048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7220121d-195c-45b3-8136-27aa2f3cf7fe · outbound

This paper cites TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning.

Higher-order Structure Boosts Link Prediction on Temporal Graphs TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.372525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfd0542-c29f-4db9-8a48-26a168783550 · outbound

This paper cites Networks and cycles: a persistent homology approach to complex networks.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Networks and cycles: a persistent homology approach to complex networks

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:17:03.237259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf158235-2744-41ad-a505-53816a4e71f6 · outbound

This paper cites MiNT: Multi-Network Training for Transfer Learning on Temporal Graphs.

Higher-order Structure Boosts Link Prediction on Temporal Graphs MiNT: Multi-Network Training for Transfer Learning on Temporal Graphs

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.303832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506bd060-dcea-45c7-892d-5482249226ed · outbound

This paper cites Neural Common Neighbor with Completion for Link Prediction.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Neural Common Neighbor with Completion for Link Prediction

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.448114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e0e442a-fe5e-437f-a877-c333cd841e1b · outbound

This paper cites Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.594592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a9067e1-ff1b-4e49-bf0b-618322c66591 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Adam: A Method for Stochastic Optimization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.108061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db85efa9-244a-4ba2-ac3f-8118962a3b83 · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Higher-order Structure Boosts Link Prediction on Temporal Graphs Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:01.031580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 65a3face-30c2-42fd-af20-fd491ee5bc93 · inbound

Homophily Enhanced Graph Domain Adaptation cites this paper.

Homophily Enhanced Graph Domain Adaptation Higher-order Structure Boosts Link Prediction on Temporal Graphs

Reference 2021

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:06:07.391508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.