Paper Citation Record · LEDGER

On the Power of Heuristics in Temporal Graphs

As of 11 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2502.04910.

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

pith.paper-citation-record.v1
2502.04910 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:05:08.099495Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:09:39.803775Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy22
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation c49efd29-b3f9-4c24-87d6-824250fc358f · outbound

This paper cites write newline.

On the Power of Heuristics in Temporal Graphs write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:07.995940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 559be85f-746a-4d57-9068-0c356fc9cb69 · outbound

This paper cites Bringing light into the dark: A large-scale evaluation of knowledge graph embedding models under a unified framework.

On the Power of Heuristics in Temporal Graphs Bringing light into the dark: A large-scale evaluation of knowledge graph embedding models under a unified framework

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.776876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7eca132-26a4-444d-99fb-2e47ede171a0 · outbound

This paper cites Bias and debias in recommender system: A survey and future directions.

On the Power of Heuristics in Temporal Graphs Bias and debias in recommender system: A survey and future directions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.004468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3defc9ca-9973-4c08-88f0-24a26704c041 · outbound

This paper cites Do we really need complicated model architectures for temporal networks? In The Eleventh International Conference on Learning Representations, 2023.

On the Power of Heuristics in Temporal Graphs Do we really need complicated model architectures for temporal networks? In The Eleventh International Conference on Learning Representations, 2023

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.759183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a167497a-2678-4dbd-a2a0-a44c1010c468 · outbound

This paper cites A new data structure for cumulative frequency tables.

On the Power of Heuristics in Temporal Graphs A new data structure for cumulative frequency tables

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.748672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 857345e4-0b44-4f73-a4d4-fc90a0e36feb · outbound

This paper cites Long range propagation on continuous-time dynamic graphs.

On the Power of Heuristics in Temporal Graphs Long range propagation on continuous-time dynamic graphs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.738817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 73fe9920-b5a2-4445-b0bb-dc90275aceee · outbound

This paper cites Benchtemp: A general benchmark for evaluating temporal graph neural networks.

On the Power of Heuristics in Temporal Graphs Benchtemp: A general benchmark for evaluating temporal graph neural networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.728839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 38ffa7d7-5ef5-4ead-8a02-5afa1ab61153 · outbound

This paper cites Temporal graph benchmark for machine learning on temporal graphs.

On the Power of Heuristics in Temporal Graphs Temporal graph benchmark for machine learning on temporal graphs

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.719485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 29f2d414-9152-4f84-a138-64c6787a1934 · outbound

This paper cites Neural temporal walks: Motif-aware representation learning on continuous-time dynamic graphs.

On the Power of Heuristics in Temporal Graphs Neural temporal walks: Motif-aware representation learning on continuous-time dynamic graphs

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.709968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3fb8079-6c7b-49c8-affb-e20eb7a4bc93 · outbound

This paper cites A survey on popularity bias in recommender systems.

On the Power of Heuristics in Temporal Graphs A survey on popularity bias in recommender systems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.699918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b24b10bb-c68a-43e4-8c91-f1d942c2ec6b · outbound

This paper cites On sampled metrics for item recommendation.

On the Power of Heuristics in Temporal Graphs On sampled metrics for item recommendation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.690656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e3c188c-1a49-4fcc-a4a9-b29b032afe8f · outbound

This paper cites Predicting dynamic embedding trajectory in temporal interaction networks.

On the Power of Heuristics in Temporal Graphs Predicting dynamic embedding trajectory in temporal interaction networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.041630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 837b85c2-68ce-4b3e-858c-28b3a85198df · outbound

This paper cites Predicting dynamic embedding trajectory in temporal interaction networks.

On the Power of Heuristics in Temporal Graphs Predicting dynamic embedding trajectory in temporal interaction networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.680811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af1a5177-2ad4-4ef0-850a-e0895bb20a59 · outbound

This paper cites Neighborhood-aware scalable temporal network representation learning.

On the Power of Heuristics in Temporal Graphs Neighborhood-aware scalable temporal network representation learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.671286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9b92182-6bb4-4f63-86fc-b43631ed91a7 · outbound

This paper cites Mixture of link predictors on graphs.

On the Power of Heuristics in Temporal Graphs Mixture of link predictors on graphs

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.662195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eac65dcc-c0ca-4e89-8f75-55e9e0e40b82 · outbound

This paper cites Towards better evaluation for dynamic link prediction.

On the Power of Heuristics in Temporal Graphs Towards better evaluation for dynamic link prediction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.653362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2d8670b8-4258-4d56-94a9-d7c8107146d7 · outbound

This paper cites A strong node classification baseline for temporal graphs.

On the Power of Heuristics in Temporal Graphs A strong node classification baseline for temporal graphs

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.644754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a36e1893-917d-45af-9550-a5c101ee1c91 · outbound

This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.

On the Power of Heuristics in Temporal Graphs Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.060637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc12c2d-5f26-4afb-8eaf-bf5b1f70f1a5 · outbound

This paper cites Temporal graph networks for deep learning on dynamic graphs.

On the Power of Heuristics in Temporal Graphs Temporal graph networks for deep learning on dynamic graphs

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.635310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e62ae758-d8bb-4404-9500-8743aee3e651 · outbound

This paper cites Temporal graph analysis with tgx.

On the Power of Heuristics in Temporal Graphs Temporal graph analysis with tgx

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.625619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3d4ef85-163e-474b-927e-5f6540faf81c · outbound

This paper cites Dyrep: Learning representations over dynamic graphs.

On the Power of Heuristics in Temporal Graphs Dyrep: Learning representations over dynamic graphs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.615406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1c2f9501-203c-4d64-b81a-fa9638f64c2c · outbound

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

On the Power of Heuristics in Temporal Graphs TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.072813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8e0747-5d2a-430f-ba4d-2ef29782f8e9 · outbound

This paper cites Inductive representation learning in temporal networks via causal anonymous walks.

On the Power of Heuristics in Temporal Graphs Inductive representation learning in temporal networks via causal anonymous walks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.603988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 742df5ec-fb76-42be-8e48-5191b7c74786 · outbound

This paper cites A survey on the fairness of recommender systems.

On the Power of Heuristics in Temporal Graphs A survey on the fairness of recommender systems

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.593307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ec4e6cd-eaa6-4c63-9a15-13a89362f681 · outbound

This paper cites On the feasibility of simple transformer for dynamic graph modeling.

On the Power of Heuristics in Temporal Graphs On the feasibility of simple transformer for dynamic graph modeling

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.582698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 203e8a82-fe58-4e0c-ac62-558a43c79dd8 · outbound

This paper cites Inductive representation learning on temporal graphs.

On the Power of Heuristics in Temporal Graphs Inductive representation learning on temporal graphs

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.572357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a34700b2-d9b3-4a61-aed7-322c6b391571 · outbound

This paper cites Towards better dynamic graph learning: New architecture and unified library.

On the Power of Heuristics in Temporal Graphs Towards better dynamic graph learning: New architecture and unified library

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:08.561781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6bec8e8d-5c41-41bc-8594-e9576e92a491 · outbound

This paper cites Efficient neural common neighbor for temporal graph link prediction.

On the Power of Heuristics in Temporal Graphs Efficient neural common neighbor for temporal graph link prediction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.089339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7687732e-8d48-4ae7-af00-b05a6fbda75e · outbound

This paper cites @esa (Ref.

On the Power of Heuristics in Temporal Graphs @esa (Ref

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.092458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 179a0c0c-4ea3-4e3c-ad8f-a9a656c435bb · outbound

This paper cites an unresolved cited work.

On the Power of Heuristics in Temporal Graphs Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:08.096128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9eab355-7db4-4500-a19d-73e6b0833f7c · outbound

This paper cites Temporal graph models fail to capture global temporal dynamics.

On the Power of Heuristics in Temporal Graphs Temporal graph models fail to capture global temporal dynamics

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T21:05:08.536168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation a4d652d7-08e9-4c29-9808-ca0de76e3597 · inbound

Are Large Language Models Good Temporal Graph Learners? cites this paper.

Are Large Language Models Good Temporal Graph Learners? On the Power of Heuristics in Temporal Graphs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:39.803775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101f2cf1-93f7-4720-94bb-d02f43ef4fd6 · inbound

Maximizing Reachability via Shifting of Temporal Paths cites this paper.

Maximizing Reachability via Shifting of Temporal Paths On the Power of Heuristics in Temporal Graphs

Reference 231

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:02:17.264771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.