Paper Citation Record · LEDGER

Simple Path Structural Encoding for Graph Transformers

As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2502.09365.

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

pith.paper-citation-record.v1
2502.09365 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:50:23.535985Z

measured 56 of 56 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:15:32.794147Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:15:36.834141Z

Reference resolution

55 of 55 outbound references displayed

verified exact1
verified fuzzy35
unresolved19
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bfbc62f1-3bd0-40d1-846b-b82ffe64e32c · outbound

This paper cites write newline.

Simple Path Structural Encoding for Graph Transformers write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T21:50:23.371573Z

Source-reported events for the cited work

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Observation 42597033-858b-4183-8952-5ebabc7c0297 · outbound

This paper cites Aromatic cycles are widespread in cold clouds.

Simple Path Structural Encoding for Graph Transformers Aromatic cycles are widespread in cold clouds

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.257976Z

Source-reported events for the cited work

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Observation 1a1899b4-46fc-4758-ab01-e5e1c3cb1f25 · outbound

This paper cites Finding and counting given length cycles.

Simple Path Structural Encoding for Graph Transformers Finding and counting given length cycles

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.248833Z

Source-reported events for the cited work

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Observation 87ee15b1-eddc-4fd9-82ce-7f5a1618a31c · outbound

This paper cites and Yahav, E.

Simple Path Structural Encoding for Graph Transformers and Yahav, E

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T21:50:23.382818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71405808-ad88-4b40-8e1d-90bcd873ddbe · outbound

This paper cites Specformer: Spectral graph neural networks meet transformers.

Simple Path Structural Encoding for Graph Transformers Specformer: Spectral graph neural networks meet transformers

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.234667Z

Source-reported events for the cited work

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Observation ea5f58fb-322d-4513-b077-0bac15cf2efc · outbound

This paper cites D., Chamberlain, B.

Simple Path Structural Encoding for Graph Transformers D., Chamberlain, B

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.226055Z

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 6ca46ad6-5d4f-4ccb-9eea-d9b96171cc29 · outbound

This paper cites Residual Gated Graph ConvNets.

Simple Path Structural Encoding for Graph Transformers Residual Gated Graph ConvNets

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T21:50:23.392461Z

Source-reported events for the cited work

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Observation 31facd1a-04a8-4edc-954d-fb702810cdfd · outbound

This paper cites Graph positional and structural encoder.

Simple Path Structural Encoding for Graph Transformers Graph positional and structural encoder

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.216942Z

Source-reported events for the cited work

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Observation d41db94e-22f9-4347-b2b0-296e4149b1cf · outbound

This paper cites Structure-aware transformer for graph representation learning.

Simple Path Structural Encoding for Graph Transformers Structure-aware transformer for graph representation learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.207379Z

Source-reported events for the cited work

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Observation 14e928d2-28c5-47d1-b269-dc997c706e0b · outbound

This paper cites Graph propagation transformer for graph representation learning.

Simple Path Structural Encoding for Graph Transformers Graph propagation transformer for graph representation learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.198313Z

Source-reported events for the cited work

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Observation 9195d8c1-4d0f-45c8-98b6-dd297b3bc490 · outbound

This paper cites Y., Park, S.

Simple Path Structural Encoding for Graph Transformers Y., Park, S

Reference 11

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Source-reported events for the cited work

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Observation ec316ce1-25b1-41c9-9f4c-aa8629e556c8 · outbound

This paper cites and Bhavani, S.

Simple Path Structural Encoding for Graph Transformers and Bhavani, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.189313Z

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 5828f087-2103-4548-b234-bf975da9dddd · outbound

This paper cites Pace: A parallelizable computation encoder for directed acyclic graphs.

Simple Path Structural Encoding for Graph Transformers Pace: A parallelizable computation encoder for directed acyclic graphs

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.180294Z

Source-reported events for the cited work

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Observation 92d0a2b2-ad99-42d2-abb4-8b2ee536dd86 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Simple Path Structural Encoding for Graph Transformers An image is worth 16x16 words: Transformers for image recognition at scale

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.170531Z

Source-reported events for the cited work

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Observation baedd9ef-ba7b-4d1d-994c-dca4a22d5f99 · outbound

This paper cites SPHINX: Structural Prediction using Hypergraph Inference Network.

Simple Path Structural Encoding for Graph Transformers SPHINX: Structural Prediction using Hypergraph Inference Network

Reference 15

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Source-reported events for the cited work

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Observation 689e5f0b-58a9-4db9-a275-e95707d102be · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

Simple Path Structural Encoding for Graph Transformers A Generalization of Transformer Networks to Graphs

Reference 16

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Source-reported events for the cited work

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Observation 9e969a39-431c-4dc3-ac16-077891108f6b · outbound

This paper cites P., Ramp \'a s ek, L., Galkin, M., Parviz, A., Wolf, G., Luu, A.

Simple Path Structural Encoding for Graph Transformers P., Ramp \'a s ek, L., Galkin, M., Parviz, A., Wolf, G., Luu, A

Reference 17

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Source-reported events for the cited work

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Observation 72683ad0-3fcd-45de-acb5-762649346a33 · outbound

This paper cites P., Joshi, C.

Simple Path Structural Encoding for Graph Transformers P., Joshi, C

Reference 18

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Source-reported events for the cited work

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Observation 6db8abb4-4c5e-4d35-b4af-b664ce797fce · outbound

This paper cites Meta-path learning for multi-relational graph neural networks.

Simple Path Structural Encoding for Graph Transformers Meta-path learning for multi-relational graph neural networks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.151553Z

Source-reported events for the cited work

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Observation c4355cc2-d3ca-4c56-912a-09d740eeec9b · outbound

This paper cites and Grohe, M.

Simple Path Structural Encoding for Graph Transformers and Grohe, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.143018Z

Source-reported events for the cited work

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Observation 87e262fa-db82-45b1-b85c-4aa6a74d725d · outbound

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Simple Path Structural Encoding for Graph Transformers Unresolved cited work

Reference 21

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Observation 76952373-bb57-45c5-9d24-f58a91c51ad6 · outbound

This paper cites The expressive power of path-based graph neural networks.

Simple Path Structural Encoding for Graph Transformers The expressive power of path-based graph neural networks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.125727Z

Source-reported events for the cited work

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Observation eb912111-a62b-4141-a354-87e401de61ca · outbound

This paper cites M., and Di Giovanni, F.

Simple Path Structural Encoding for Graph Transformers M., and Di Giovanni, F

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.116925Z

Source-reported events for the cited work

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Observation afd90d6b-3b36-433d-9db8-8f7c24b51b94 · outbound

This paper cites A generalization of vit/mlp-mixer to graphs.

Simple Path Structural Encoding for Graph Transformers A generalization of vit/mlp-mixer to graphs

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.108079Z

Source-reported events for the cited work

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Observation f0bd10c2-859c-4845-82e2-50bbcb6cafc1 · outbound

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Simple Path Structural Encoding for Graph Transformers The art of electronics, volume 2

Reference 25

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Observation 003f2cb2-6f14-4599-af94-cac0b196297d · outbound

This paper cites Ogb-lsc: A large-scale challenge for machine learning on graphs.

Simple Path Structural Encoding for Graph Transformers Ogb-lsc: A large-scale challenge for machine learning on graphs

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.089640Z

Source-reported events for the cited work

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Observation 723a2ec7-b966-4335-91bd-c1ea8bd8ea4a · outbound

This paper cites S., Zaki, M.

Simple Path Structural Encoding for Graph Transformers S., Zaki, M

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.080383Z

Source-reported events for the cited work

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Observation f8664326-ecd9-4a51-bdea-bc60884d257a · outbound

This paper cites Flowerformer: Empowering neural architecture encoding using a flow-aware graph transformer.

Simple Path Structural Encoding for Graph Transformers Flowerformer: Empowering neural architecture encoding using a flow-aware graph transformer

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.070832Z

Source-reported events for the cited work

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Observation 3ff0a92a-b98d-479a-9c72-03ff10dc127f · outbound

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Simple Path Structural Encoding for Graph Transformers Unresolved cited work

Reference 29

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Observation 2f06f612-b980-4aa3-9061-7bda40ec9dff · outbound

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Simple Path Structural Encoding for Graph Transformers Unresolved cited work

Reference 30

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Observation 9f9ad3bf-8cf7-4d84-8822-8948e36d8237 · outbound

This paper cites Rethinking graph transformers with spectral attention.

Simple Path Structural Encoding for Graph Transformers Rethinking graph transformers with spectral attention

Reference 31

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Source-reported events for the cited work

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Observation 99282e1a-d94a-44d7-a91d-4b92066b2b21 · outbound

This paper cites A simple and expressive graph neural network based method for structural link representation.

Simple Path Structural Encoding for Graph Transformers A simple and expressive graph neural network based method for structural link representation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.038710Z

Source-reported events for the cited work

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Observation 6eebd622-8203-4ffe-aefb-bc1c5321a3fc · outbound

This paper cites Enhancing graph transformers with hierarchical distance structural encoding.

Simple Path Structural Encoding for Graph Transformers Enhancing graph transformers with hierarchical distance structural encoding

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.030159Z

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Observation a3bf2ff8-3efe-4a6a-aa65-a85543361d00 · outbound

This paper cites Transformers over directed acyclic graphs.

Simple Path Structural Encoding for Graph Transformers Transformers over directed acyclic graphs

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.021543Z

Source-reported events for the cited work

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Observation 66ac4be4-4d21-4fd4-b517-b2fa363ab111 · outbound

This paper cites K., Coates, M., Torr, P., and Lim, S.-N.

Simple Path Structural Encoding for Graph Transformers K., Coates, M., Torr, P., and Lim, S.-N

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:24.012691Z

Source-reported events for the cited work

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Observation 74797979-af65-4aed-bc94-005b17f04c4a · outbound

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Simple Path Structural Encoding for Graph Transformers Unresolved cited work

Reference 36

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Observation 6e0a357d-2ce8-4764-89c7-7b11eee791d4 · outbound

This paper cites Self-attention in colors: Another take on encoding graph structure in transformers.

Simple Path Structural Encoding for Graph Transformers Self-attention in colors: Another take on encoding graph structure in transformers

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.995112Z

Source-reported events for the cited work

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Observation b583f1b8-462b-4684-b7a2-bfb577609fff · outbound

This paper cites GraphiT: Encoding Graph Structure in Transformers.

Simple Path Structural Encoding for Graph Transformers GraphiT: Encoding Graph Structure in Transformers

Reference 38

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Observation 0c0b9b51-f47f-463b-b6cd-19732b1df9a5 · outbound

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Simple Path Structural Encoding for Graph Transformers F., and Vazirgiannis, M

Reference 39

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Observation 9917240d-05fb-4ff1-b53d-f4208048f2c0 · outbound

This paper cites and Rousseau, R.

Simple Path Structural Encoding for Graph Transformers and Rousseau, R

Reference 40

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Source-reported events for the cited work

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Observation 5408f3f5-b404-478c-a14c-9a42cfe8f110 · outbound

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Simple Path Structural Encoding for Graph Transformers and Voropaev, A

Reference 41

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Source-reported events for the cited work

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Observation ab0d5b1f-dbcc-47ea-bd05-ed56276d555b · outbound

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Simple Path Structural Encoding for Graph Transformers A., Nothias, L.-F., Vining, O., Meehan, M., Esquenazi, E., and Dorrestein, P

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.959146Z

Source-reported events for the cited work

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Observation b90dd856-685c-4a12-838f-6f15565c1047 · outbound

This paper cites Defining and identifying communities in networks.

Simple Path Structural Encoding for Graph Transformers Defining and identifying communities in networks

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.950176Z

Source-reported events for the cited work

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Observation 73e26b04-701a-4fb5-a9a1-e0ceb8196936 · outbound

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Simple Path Structural Encoding for Graph Transformers Citation networks

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.941056Z

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Observation ebf5989e-2e46-418d-bd0a-5c99717e883d · outbound

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Simple Path Structural Encoding for Graph Transformers P., Luu, A

Reference 45

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Observation a4443cba-67b4-4bae-9071-f4531707c1a3 · outbound

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Simple Path Structural Encoding for Graph Transformers J., and Sinop, A

Reference 46

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Source-reported events for the cited work

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Observation 6d20228d-d74d-423f-b213-2b40ca244709 · outbound

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Simple Path Structural Encoding for Graph Transformers D., Chamberlain, B

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.922252Z

Source-reported events for the cited work

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Observation 54d2db2e-5a5e-4b67-b65e-361516f7f3a6 · outbound

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Simple Path Structural Encoding for Graph Transformers and Williams, R

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.913323Z

Source-reported events for the cited work

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Observation 7ed9e380-32b8-429d-adcd-abe4cd6ea48b · outbound

This paper cites Attention is all you need.

Simple Path Structural Encoding for Graph Transformers Attention is all you need

Reference 49

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Source-reported events for the cited work

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Observation f97247bd-8748-40b0-94e0-a6d8954092e3 · outbound

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Simple Path Structural Encoding for Graph Transformers Graph attention networks

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.898877Z

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 18b073b3-7b29-4be2-a9a3-ecd1e1056922 · outbound

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Simple Path Structural Encoding for Graph Transformers E., and Stoica, I

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.890021Z

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 3a5c20af-5c57-4407-b518-18a524bc70d4 · outbound

This paper cites How powerful are graph neural networks? In International Conference on Learning Representations, 2019.

Simple Path Structural Encoding for Graph Transformers How powerful are graph neural networks? In International Conference on Learning Representations, 2019

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T21:50:23.527350Z

Source-reported events for the cited work

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Observation ef719359-1581-42ee-bd06-716166caca35 · outbound

This paper cites Do transformers really perform badly for graph representation? Advances in neural information processing systems, 34: 0 28877--28888, 2021.

Simple Path Structural Encoding for Graph Transformers Do transformers really perform badly for graph representation? Advances in neural information processing systems, 34: 0 28877--28888, 2021

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T21:50:23.530209Z

Source-reported events for the cited work

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Observation a88806a2-185a-4598-a8fb-9a4c3c05890d · outbound

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Simple Path Structural Encoding for Graph Transformers Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-07T21:50:23.870651Z

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 2acac570-00e7-403d-b2ee-b3cbe012577b · outbound

This paper cites From stars to subgraphs: Uplifting any gnn with local structure awareness.

Simple Path Structural Encoding for Graph Transformers From stars to subgraphs: Uplifting any gnn with local structure awareness

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:50:23.861436Z

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

Observation 31ebb34f-efc8-46dd-80a4-5e587bdadeca · inbound

GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction cites this paper.

GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction Simple Path Structural Encoding for Graph Transformers

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:15:36.960659Z

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.