Graph Representation Learning: A Survey | Paper Citation Record

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This paper cites We used the default hyper-parameter setting provided by each graph embed- ding method.

Graph Representation Learning: A Survey We used the default hyper-parameter setting provided by each graph embed- ding method

Reference 1

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This paper cites • GraRep [13] GraRep aims to preserve the high order proximity of graphs in the embedding space.

Graph Representation Learning: A Survey • GraRep [13] GraRep aims to preserve the high order proximity of graphs in the embedding space

Reference 2

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This paper cites The time complexity of three embedding methods against three datasets is com- pared in Table 5.

Graph Representation Learning: A Survey The time complexity of three embedding methods against three datasets is com- pared in Table 5

Reference 3

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This paper cites The K-means++ algorithm is adopted for the clustering task.

Graph Representation Learning: A Survey The K-means++ algorithm is adopted for the clustering task

Reference 4

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This paper cites When the ratio is high, the classiﬁer could be overﬁt.

Graph Representation Learning: A Survey When the ratio is high, the classiﬁer could be overﬁt

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This paper cites However, some drops faster than others.

Graph Representation Learning: A Survey However, some drops faster than others

Reference 6

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This paper cites Random-walk based methods obtain embedding vectors by selecting paths from the input graph randomly.

Graph Representation Learning: A Survey Random-walk based methods obtain embedding vectors by selecting paths from the input graph randomly

Reference 7

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey Unresolved cited work

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This paper cites Watch Your Step: Learning Node Embeddings via Graph Attention.

Graph Representation Learning: A Survey Watch Your Step: Learning Node Embeddings via Graph Attention

Reference 10

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey Unresolved cited work

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This paper cites and Gutierrez, C.

Graph Representation Learning: A Survey and Gutierrez, C

Reference 13

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Graph Representation Learning: A Survey Unresolved cited work

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This paper cites and Niyogi, P.

Graph Representation Learning: A Survey and Niyogi, P

Reference 15

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey and Payne, T

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This paper cites v., Hamon, M., Turpin, V ., Coatanoan, C., Paris, F., Guinehut, S., Boone, C., and Ferry, N.

Graph Representation Learning: A Survey v., Hamon, M., Turpin, V ., Coatanoan, C., Paris, F., Guinehut, S., Boone, C., and Ferry, N

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Graph Representation Learning: A Survey W., and Chang, K

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Graph Representation Learning: A Survey and Weis, S

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Graph Representation Learning: A Survey W., Cai, H., Chang, K

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This paper cites Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification.

Graph Representation Learning: A Survey Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification

Reference 25

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Graph Representation Learning: A Survey H., He, X., Zha, H., Gu, M., and Simon, H

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey A., Larremore, D

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey and Cottrell, G

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Graph Representation Learning: A Survey Unresolved cited work

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Graph Representation Learning: A Survey and Motwani, R

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Graph Representation Learning: A Survey Hypergraph Neural Networks

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Graph Representation Learning: A Survey Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations

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Graph Representation Learning: A Survey and Ferrara, E

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Graph Representation Learning: A Survey L., Bollacker, K

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Graph Representation Learning: A Survey and Newman, M

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Graph Representation Learning: A Survey and Leskovec, J

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Graph Representation Learning: A Survey Representation Learning on Graphs: Methods and Applications

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Graph Representation Learning: A Survey T., Sanderson, C., Shirazi, S., and Lovell, B

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Graph Representation Learning: A Survey Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification

Reference 59

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Graph Representation Learning: A Survey and Kumar, V

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Graph Representation Learning: A Survey Auto-Encoding Variational Bayes

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Graph Representation Learning: A Survey Semi-Supervised Classification with Graph Convolutional Networks

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Graph Representation Learning: A Survey Interpretable Convolutional Neural Networks via Feedforward Design

Reference 67

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Graph Representation Learning: A Survey Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:38.186838Z

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Observation 3339d85c-5058-4ce5-8b29-6d1e1725732b · outbound

This paper cites We may consider another regularization term to replace the third term; namely, R(W,H ) = 1 4 |V|∑ i=1,j=1 Ai,j|| [wi Hti ] − [wj Htj ] ||2.

Graph Representation Learning: A Survey We may consider another regularization term to replace the third term; namely, R(W,H ) = 1 4 |V|∑ i=1,j=1 Ai,j|| [wi Hti ] − [wj Htj ] ||2

Reference 69

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Unavailable: canonical work link unavailable.

Observation 21e5ed6c-fcdc-4db8-8e4f-dfa40421f273 · outbound

This paper cites Attention Models in Graphs: A Survey.

Graph Representation Learning: A Survey Attention Models in Graphs: A Survey

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-14T05:33:32.688517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e9e5fe5-0900-4f22-8ec0-b3209ba533a9 · outbound

This paper cites and Faloutsos, C.

Graph Representation Learning: A Survey and Faloutsos, C

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:38.068633Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 503afca1-bd19-4449-9ade-3456a0836878 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.615101Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ec2900d8-3391-40e0-9632-40ce39650326 · outbound

This paper cites MILE: A Multi-Level Framework for Scalable Graph Embedding.

Graph Representation Learning: A Survey MILE: A Multi-Level Framework for Scalable Graph Embedding

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-14T05:33:35.175945Z

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Observation 4c13d3d4-59bb-48da-ac12-6227de376c41 · outbound

This paper cites and Kleinberg, J.

Graph Representation Learning: A Survey and Kleinberg, J

Reference 74

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Observation 2f8c5b5f-d8db-4b47-b92b-8ab9919ae8c1 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Graph Representation Learning: A Survey Efficient Estimation of Word Representations in Vector Space

Reference 75

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Unavailable: canonical work link unavailable.

Observation de2664de-5831-46f0-805b-0eed9e357f43 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.982397Z

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Observation 935b198a-c76c-49cb-887b-a12fdb666c45 · outbound

This paper cites S., and Dean, J.

Graph Representation Learning: A Survey S., and Dean, J

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.967248Z

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Observation 9382e206-612e-4a53-8444-634e82b215a1 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.838212Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89d0db1b-eb35-4cd0-aa2c-8d309f12e9d3 · outbound

This paper cites A., Lee, S.

Graph Representation Learning: A Survey A., Lee, S

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.820768Z

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Observation e1eba2f0-6b8b-4fc7-b425-9d33154cf433 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.777873Z

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Observation bb67e1b5-e4c6-4f2c-a82a-a561ec07b498 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.959309Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 51b73651-eae0-4e6a-8e81-a33e67740ac8 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.497021Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cdf781b7-d2d7-44bf-8dbb-d450cdec0a8a · outbound

This paper cites and Towsley, D.

Graph Representation Learning: A Survey and Towsley, D

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.482167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d3e5ce51-9231-4203-9138-9cab2f688a82 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.393734Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 30aaaa13-2a87-411d-ac3d-f03cfbc71050 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:37.275534Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 42a4b2d1-75eb-4907-be76-a8fec7487593 · outbound

This paper cites D., and Rosin, P.

Graph Representation Learning: A Survey D., and Rosin, P

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.237927Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9b7be4e9-acca-417f-9619-ed1601d89977 · outbound

This paper cites K., Weinberger, K.

Graph Representation Learning: A Survey K., Weinberger, K

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.223531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 81ad0fe6-d90e-4dc2-8d5e-fb0046b3947d · outbound

This paper cites and Jebara, T.

Graph Representation Learning: A Survey and Jebara, T

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.198790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation da06a7f4-762d-4cdc-86cb-c70d30a026f7 · outbound

This paper cites and Van Zwol, R.

Graph Representation Learning: A Survey and Van Zwol, R

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:37.034270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f614a6a9-cdb5-4dd7-8770-773cde246edd · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.597431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9dbdae2f-a747-470e-9ccf-bacbe468ab11 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.943939Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b7d38984-c61a-4f4e-90c9-b6fce861978d · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.927409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 08fb1995-a37c-4015-8531-bcb214165ce1 · outbound

This paper cites and Liu, H.

Graph Representation Learning: A Survey and Liu, H

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:36.890921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d8dcc360-1588-4491-a59a-d778e07d6f9d · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.831308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 22298898-e589-43f4-b0fd-ede1d3bf7cff · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.364862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b3a04e2d-a6b5-4eae-93bf-ac19e329241e · outbound

This paper cites W., and Caley, R.

Graph Representation Learning: A Survey W., and Caley, R

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:36.663712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 07f25a1f-1f1c-4753-a8c8-359be9b77e63 · outbound

This paper cites J., and Freeman, T.

Graph Representation Learning: A Survey J., and Freeman, T

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:33:36.624563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25187963-5ce8-4703-addf-dd9b8d7bbbe1 · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.611311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5dc40edb-86b2-415d-a19a-2ba93c4fc383 · outbound

This paper cites Structural Deep Embedding for Hyper-Networks.

Graph Representation Learning: A Survey Structural Deep Embedding for Hyper-Networks

Reference 99

Resolution: verified exact; local_arxiv, observed 2026-08-14T05:33:35.057358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bd8caace-20a8-44e3-bbd9-88cc9ed325bb · outbound

This paper cites an unresolved cited work.

Graph Representation Learning: A Survey Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:33:36.301310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers