Paper Citation Record · LEDGER

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.11293.

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

pith.paper-citation-record.v1
2412.11293 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:08:15.716403Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

38 of 38 outbound references displayed

verified exact1
verified fuzzy10
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a6c5f5b-79a6-48a2-a046-55f22f7b32b3 · outbound

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

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Semi-Supervised Classification with Graph Convolutional Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.531678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff15bbb-76f1-422c-bc0d-119c01f0e9e2 · outbound

This paper cites Gilmer, S.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Gilmer, S

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.537247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7960360-ee99-4c50-a9df-2adbeadb99a9 · outbound

This paper cites Graph Attention Networks.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Graph Attention Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.541933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb18556-1dc0-4b7d-8454-e9b3cbaf698f · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.546908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c33bb9c-0329-4648-881a-3cd47502639f · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.290947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 67a43f86-2295-45b1-a0b9-79cbb20de3ce · outbound

This paper cites Trivedi, M.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Trivedi, M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.274485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 78c42040-98ea-42f0-81d5-281e744de9e0 · outbound

This paper cites Kumar, X.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Kumar, X

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.255906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ebf9382a-32cc-4c9f-bd93-25a0f90e2ca3 · outbound

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

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.566450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a43408-9f3d-4905-bdf0-cb1979e5310f · outbound

This paper cites DynGEM: Deep Embedding Method for Dynamic Graphs.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers DynGEM: Deep Embedding Method for Dynamic Graphs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.571552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134c1740-c002-415d-8390-f0dc00027dad · outbound

This paper cites DynamicGEM: A Library for Dynamic Graph Embedding Methods.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers DynamicGEM: A Library for Dynamic Graph Embedding Methods

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:08:15.880499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc449f92-976c-4486-93e4-393983e14907 · outbound

This paper cites Pareja, G.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Pareja, G

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.241023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f06b538a-d3a9-4043-bb4e-65a5d5f2a1dc · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.225733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e8b1e911-0562-4ba6-9630-8c3ba4362c31 · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.209637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 197332c6-2d45-4bc6-8c70-3d6ea4cd3adb · outbound

This paper cites Sharma, R.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Sharma, R

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.193618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02fb7204-19db-4304-8950-7da66ecd06e5 · outbound

This paper cites Vaswani, N.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Vaswani, N

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.602941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74476e34-8212-4be0-92e7-f6ea9c0a3150 · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.169582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d31ce076-53e6-490f-9b87-d883bed9e81a · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.155079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 525cbb19-c11e-4083-86a0-45ed35ba262c · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.139619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92a2b41a-58ca-43ed-aa17-988804e970c7 · outbound

This paper cites Jiang, C.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Jiang, C

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.124739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ecf9a6b2-1103-448d-af5b-197d77fddf39 · outbound

This paper cites Lezmi, J.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Lezmi, J

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.108884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f732868-02c7-46eb-9cba-beb5b6ef3b6c · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.092905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4140b5a5-063b-4097-a2fc-0e3e0358c4c2 · outbound

This paper cites Hofmeister, K.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Hofmeister, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.078362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4108be0b-224e-439a-bc75-d61b2288f5c4 · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.062498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c899b28-1033-4d64-9d36-03d8bdeb7607 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Efficiently Modeling Long Sequences with Structured State Spaces

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.646334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9154c5-2764-4636-bb12-e0bc40f9791a · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.651031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57b858b4-d6ab-4123-905e-08ff09c645a3 · outbound

This paper cites Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.655572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9993110e-ef96-40bf-90b2-1fda6ecb5792 · outbound

This paper cites State Space Models on Temporal Graphs: A First-Principles Study.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers State Space Models on Temporal Graphs: A First-Principles Study

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.660986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c5ac482-f1ba-41ec-8ab5-5dcd123528c9 · outbound

This paper cites Holme, J.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Holme, J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:16.045257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 45bab2e8-8cce-41c8-b9ac-2c5a1aa763cc · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.029611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 06086645-1a69-4a13-bc56-7c210bd9a70b · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:16.013718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb634063-58c0-4b73-9072-3d27340696f0 · outbound

This paper cites Node Embedding over Temporal Graphs.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Node Embedding over Temporal Graphs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.680167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00bb1eb-be1b-43cc-997c-b1e04d8eeac5 · outbound

This paper cites an unresolved cited work.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:08:15.997703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48727b82-c157-4c02-8bcb-ba8ba5f76ac4 · outbound

This paper cites Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.689934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e07d97c-57fc-441a-b32b-c84cfaab3435 · outbound

This paper cites Graph Mamba: Towards Learning on Graphs with State Space Models.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Graph Mamba: Towards Learning on Graphs with State Space Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.695546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd854ff3-f2d6-4ab2-8c53-c493bf197143 · outbound

This paper cites Bojchevski, S.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Bojchevski, S

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:15.982206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9eecb24-eaa9-4fc6-aaac-9ce6bbf677d6 · outbound

This paper cites Akiba, S.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Akiba, S

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.705963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1287295-e8ae-42fc-9f6c-7118f36d6eb9 · outbound

This paper cites Goyal, S.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Goyal, S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:08:15.957060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c8579c1-7d65-4562-b39e-f675bd4d84f1 · outbound

This paper cites The Hidden Attention of Mamba Models.

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers The Hidden Attention of Mamba Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T15:08:15.716403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.