Paper Citation Record · LEDGER

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2506.00431.

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

pith.paper-citation-record.v1
2506.00431 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:10:35.018846Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

46 of 46 outbound references displayed

verified exact2
verified fuzzy3
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab4f750d-1e09-4fc5-9741-2ca0b4be7095 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:30.796153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a265286f-a409-498b-b5b9-8f80f695664a · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:40.494765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 770cfa87-4653-4807-8c6c-4d5b6f3aa678 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:40.330252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1db05e41-42ff-4c63-b2a2-2c1e55b250a1 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:31.079584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253a56f3-79b3-4f85-99fb-78b1ec82549d · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:40.141766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ccd23730-2b86-45b4-ac76-9bf9bb8a0855 · outbound

This paper cites DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:31.336780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 551b29d1-aedc-43b6-851f-fdb2ed180e28 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:39.971949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0498c0da-5527-40aa-a22c-dd33f6c9c5ec · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:39.821587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af9ae077-34e4-416c-9f3a-44078276f349 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:39.612386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d9b8988-7771-443b-829b-d82a72c0a6e1 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:31.819257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fbbffa1-0da3-48e7-8d6f-c250a83ff646 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:39.368297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 079938e8-2bf4-4221-a09d-235134a68175 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Semi-Supervised Classification with Graph Convolutional Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:31.999440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 734db9b0-c68b-4e54-b707-212e0840e561 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:39.075078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0e82eec-93a8-42d1-848d-16817b004086 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:32.191973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb292487-360b-46a1-a955-67aedc6ef4a9 · outbound

This paper cites Improving Temporal Link Prediction via Temporal Walk Matrix Projection.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Improving Temporal Link Prediction via Temporal Walk Matrix Projection

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:10:35.726590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b9970d8-ba5a-4c49-a9e2-322f6862c68c · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:38.824165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88be94e9-9c66-4781-a228-c3fd63587e2a · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:32.463999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc69335d-5aa5-47d7-8725-5323c00249b4 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:38.674843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec42668a-0edf-4acd-b2f6-64c73adcc720 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:38.477917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 39471290-9b88-475b-9437-643a0d5ccb18 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:32.707695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070e99c7-d71f-43ca-992b-8ce63daeab08 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:38.322650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 86388d0b-f974-457b-ab3e-b0d0577cf00d · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:38.118059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 974537e3-0f45-4513-8189-63c252bb35de · outbound

This paper cites 1995.Fourier transforms.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer 1995.Fourier transforms

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:37.817044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33524fdd-8ef6-426b-8a87-9342560a4086 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:37.643357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a023056f-8649-43c4-a074-c109657d2b46 · outbound

This paper cites Souza, Diego Mesquita, Samuel Kaski, and Vikas Garg.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Souza, Diego Mesquita, Samuel Kaski, and Vikas Garg

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:37.353650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6c117719-2af6-4e0e-ac4b-2ec443e9568e · outbound

This paper cites PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:33.255894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 015e3a81-739e-4923-b63d-730bd9449ac8 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:37.063545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0502d6c-81fa-4c1b-985d-561cbffd0d5a · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:36.852448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 721754c4-b3a7-46d9-9837-1a0833a4c2db · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:33.463666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15107d9-7b20-4962-9619-1334b5a727e8 · outbound

This paper cites Graph Attention Networks.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Graph Attention Networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:33.551281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0aab78d-8983-46b0-8a69-bfa7fb528779 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:33.631583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d873f0b-a443-4f26-abf3-7b508d28e4f1 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:36.712860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 406d3fba-6da0-44d2-9fda-76492f35ad79 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:33.817943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b041fa70-268c-4b85-9d85-64eb79865155 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:33.883098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b0f87ca-c7db-4fce-8769-e9172a3cf1ce · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:36.537380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a583bb4c-4f8c-445f-97a0-e82a2d6d7f5d · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:36.387598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b31d4381-f3fb-4b6d-ba94-876a3fb76bdf · outbound

This paper cites TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:34.172591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f44d3077-ad32-4b02-96ca-f3a9da0d9e7a · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:34.243904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eddf1716-29b7-4320-866c-9605adc1a358 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:36.125149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0a316d9a-3ed4-4d48-ad45-c95aed1e6d28 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:34.432656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daea13f9-bce5-4d83-87d2-34b3da5496f3 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:36.007096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ab111de-b238-49b7-bace-b31898bfbd4f · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:34.613612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 724151cf-4b5b-4536-ae14-1649057ba675 · outbound

This paper cites an unresolved cited work.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:35.871151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2ad9140d-2a5c-45fc-9943-8eb1ef4e3df6 · outbound

This paper cites A survey of dynamic graph neural networks.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer A survey of dynamic graph neural networks

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:34.813721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce598f5-54b2-422e-8a08-781a079e710d · outbound

This paper cites Repeat-Aware Neighbor Sampling for Dynamic Graph Learning.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer Repeat-Aware Neighbor Sampling for Dynamic Graph Learning

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:10:35.405646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a8eceb6-3651-4c08-9b02-96a078a22112 · outbound

This paper cites In8th International Conference on Learning Representations.

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer In8th International Conference on Learning Representations

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:36.256649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.