Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations | Paper Citation Record

Observation d4eab02d-ec29-49d9-8e4e-3f0bdd6b1416 · outbound

This paper cites Analyzing the expressive power of graph neural networks in a spectral perspective.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Analyzing the expressive power of graph neural networks in a spectral perspective

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:25.168224Z

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This paper cites M., Grattarola, D., Livi, L., and Alippi, C.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations M., Grattarola, D., Livi, L., and Alippi, C

Reference 2

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

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Specformer: Spectral graph neural networks meet transformers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:24.917434Z

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This paper cites Spectral networks and locally connected networks on graphs.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Spectral networks and locally connected networks on graphs

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:24.736750Z

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Observation 84f6d021-3013-4baa-a6a0-bfa0b589bbde · outbound

This paper cites I., Bronstein, M.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations I., Bronstein, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:24.516584Z

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Observation 239e6f3b-560a-4f2e-a440-49a95347e840 · outbound

This paper cites Hyperbolic graph convolutional neural networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Hyperbolic graph convolutional neural networks

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-07T13:02:18.714343Z

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This paper cites Q., Rubanova, Y., Bettencourt, J., and Duvenaud, D.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Q., Rubanova, Y., Bettencourt, J., and Duvenaud, D

Reference 7

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This paper cites Adaptive universal generalized pagerank graph neural network.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Adaptive universal generalized pagerank graph neural network

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:24.279705Z

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This paper cites Convolutional neural networks on graphs with fast localized spectral filtering.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Convolutional neural networks on graphs with fast localized spectral filtering

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:24.077492Z

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Observation 9a3d22f6-b357-4222-aac8-8423b92cfe9a · outbound

This paper cites PDE-GCN: novel architectures for graph neural networks motivated by partial differential equations.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations PDE-GCN: novel architectures for graph neural networks motivated by partial differential equations

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:23.904044Z

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Observation c626848d-8832-451a-837e-db92ad6a48d4 · outbound

This paper cites and Lenssen, J.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations and Lenssen, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:23.736669Z

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This paper cites Addressing heterophily in graph anomaly detection: A perspective of graph spectrum.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Addressing heterophily in graph anomaly detection: A perspective of graph spectrum

Reference 12

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This paper cites R., Soman, J., Regep, C., Liu, G., Hayter, J.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations R., Soman, J., Regep, C., Liu, G., Hayter, J

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T13:02:16.999537Z

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This paper cites Pyramid graph neural network: A graph sampling and filtering approach for multi-scale disentangled representations.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Pyramid graph neural network: A graph sampling and filtering approach for multi-scale disentangled representations

Reference 14

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Observation 4a1296bb-529b-4eb7-80d8-e8105b6cd405 · outbound

This paper cites S., Riley, P.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations S., Riley, P

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:23.529993Z

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Observation cacf1f25-1744-409a-8d47-ecbbd0ad2382 · outbound

This paper cites and Wei, Z.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations and Wei, Z

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:23.366385Z

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This paper cites Bernnet: Learning arbitrary graph spectral filters via bernstein approximation.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Bernnet: Learning arbitrary graph spectral filters via bernstein approximation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:23.223188Z

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This paper cites Convolutional neural networks on graphs with chebyshev approximation, revisited.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Convolutional neural networks on graphs with chebyshev approximation, revisited

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:23.061092Z

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This paper cites Optimizing polynomial graph filters: A novel adaptive krylov subspace approach.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Optimizing polynomial graph filters: A novel adaptive krylov subspace approach

Reference 19

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Observation 8370c6a7-e1c3-4b55-a6bd-d93f80ec17b2 · outbound

This paper cites G., Li, M., and Lio, P.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations G., Li, M., and Lio, P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:22.886845Z

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 21

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:02:22.720738Z

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This paper cites Predict then propagate: Graph neural networks meet personalized pagerank.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Predict then propagate: Graph neural networks meet personalized pagerank

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:22.560719Z

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This paper cites Diffusion improves graph learning.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Diffusion improves graph learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:22.365832Z

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This paper cites Evennet: Ignoring odd-hop neighbors improves robustness of graph neural networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Evennet: Ignoring odd-hop neighbors improves robustness of graph neural networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:22.210920Z

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Observation da598fc7-dc06-4172-a7c7-80a7c55f1de6 · outbound

This paper cites G\( ^ 2 \)cn: Graph gaussian convolution networks with concentrated graph filters.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations G\( ^ 2 \)cn: Graph gaussian convolution networks with concentrated graph filters

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:22.004462Z

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Observation 41ea36cf-3291-43b3-926c-277e8d6d06b2 · outbound

This paper cites A generalized neural diffusion framework on graphs.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations A generalized neural diffusion framework on graphs

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T13:02:16.736682Z

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This paper cites B., Azizzadenesheli, K., Liu, B., Stuart, A.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations B., Azizzadenesheli, K., Liu, B., Stuart, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:21.817532Z

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Observation 33086fb8-57b2-4c51-9c7d-36b6e672d726 · outbound

This paper cites Revgnn: Negative sampling enhanced contrastive graph learning for academic reviewer recommendation.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Revgnn: Negative sampling enhanced contrastive graph learning for academic reviewer recommendation

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T13:02:16.465019Z

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This paper cites A graph-enhanced click model for web search.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations A graph-enhanced click model for web search

Reference 30

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This paper cites Hyperbolic graph neural networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Hyperbolic graph neural networks

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:21.610035Z

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Observation 850677b3-3a44-49fd-a68f-a742dbf349f0 · outbound

This paper cites Z., Xiong, H., and Akoglu, L.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Z., Xiong, H., and Akoglu, L

Reference 32

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:02:21.379637Z

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Observation fda2b2f4-7e62-4b79-a8a9-a6cdc523e621 · outbound

This paper cites The pagerank citation ranking: Bringing order to the web.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations The pagerank citation ranking: Bringing order to the web

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:21.195380Z

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Observation 7d8c6fa4-b505-442e-ad9c-a413e8290996 · outbound

This paper cites C., Lei, Y., and Yang, B.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations C., Lei, Y., and Yang, B

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:21.013698Z

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:02:20.778830Z

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Observation b94d8eb4-b650-40aa-be0b-67d5adfedff2 · outbound

This paper cites Graph Neural Ordinary Differential Equations.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Graph Neural Ordinary Differential Equations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:12.625397Z

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This paper cites and Sarkar, R.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations and Sarkar, R

Reference 38

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This paper cites Multi-scale Attributed Node Embedding.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Multi-scale Attributed Node Embedding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:12.920303Z

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This paper cites K., Chamberlain, B., Rowbottom, J., Mishra, S., and Bronstein, M.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations K., Chamberlain, B., Rowbottom, J., Mishra, S., and Bronstein, M

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:20.633052Z

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Observation 064edd65-714f-4668-9966-312347a6c2be · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Pitfalls of Graph Neural Network Evaluation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:13.266202Z

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Observation c09649eb-41c8-4b78-b0c7-3ca042bfdbbf · outbound

This paper cites W., and Vlimant, J.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations W., and Vlimant, J

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:13.405480Z

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Observation 84cdcf8f-a895-4a70-abd5-a6821c63a007 · outbound

This paper cites I., Narang, S.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations I., Narang, S

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:13.519916Z

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Observation 4fa14cd0-bef2-42e9-8678-19ff21d35c85 · outbound

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:02:20.368835Z

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Observation 3a729dca-db87-48fd-bf26-bef18ce382c4 · outbound

This paper cites M., Xia, H., Strohmer, T., Bertozzi, A.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations M., Xia, H., Strohmer, T., Bertozzi, A

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:20.187434Z

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Observation f35d93d6-975d-4dba-8da0-7ddf7605535b · outbound

This paper cites Graph attention networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Graph attention networks

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:19.993272Z

Source-reported events for the cited work

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Observation f4f80c6b-371b-4470-9ef8-8722dbd26ea8 · outbound

This paper cites and Zhang, M.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations and Zhang, M

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:19.825295Z

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Observation 75bf7597-0b66-43f1-bcd1-2cd8d692f7af · outbound

This paper cites Dissecting the diffusion process in linear graph convolutional networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Dissecting the diffusion process in linear graph convolutional networks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:19.669717Z

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Observation 47e7965a-40f4-4c5a-8ac1-9257f1bc5e7f · outbound

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:02:19.501104Z

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Observation e52357b5-0a63-4794-b024-a61739052e25 · outbound

This paper cites Graph neural networks in recommender systems: A survey.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Graph neural networks in recommender systems: A survey

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:14.586016Z

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Observation 92b0423d-332e-4c5b-a53f-41a63d4a7c2b · outbound

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:14.770464Z

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Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:02:19.301177Z

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This paper cites W., and Salakhutdinov, R.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations W., and Salakhutdinov, R

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:19.132345Z

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Observation a8113b8a-353a-48b1-b357-9fcf3bbbe832 · outbound

This paper cites Graph wave networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Graph wave networks

Reference 54

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Observation b03b9c19-6d04-45ae-92ea-99190803b4ec · outbound

This paper cites Adaptive diffusion in graph neural networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Adaptive diffusion in graph neural networks

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:18.966375Z

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Observation d1e1b621-8768-45a4-8dca-f16c7949b2bf · outbound

This paper cites Node-oriented spectral filtering for graph neural networks.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Node-oriented spectral filtering for graph neural networks

Reference 56

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Observation 80ddb849-2e06-4008-9166-161ee840d0d7 · outbound

This paper cites Interpreting and unifying graph neural networks with an optimization framework.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Interpreting and unifying graph neural networks with an optimization framework

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:15.658943Z

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Observation 65eb2049-46c8-4bcb-9a25-49ea2eb179c9 · outbound

This paper cites Wingnn: Dynamic graph neural networks with random gradient aggregation window.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Wingnn: Dynamic graph neural networks with random gradient aggregation window

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:15.861417Z

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Observation 0005d322-d540-420d-b7b0-d4dea6746e50 · outbound

This paper cites write newline.

Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations write newline

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:16.071188Z

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