Paper Citation Record · LEDGER

Sheaves Reloaded: A Directional Awakening

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 3 inbound Pith citation observations for arXiv:2506.02842.

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

pith.paper-citation-record.v1
2506.02842 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:24:02.186926Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:52:31.947258Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T08:59:55.468151Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy25
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6710dd9f-c67a-4657-99f4-d9d60722045a · outbound

This paper cites Toward a spectral theory of cellular sheaves.Journal of Applied and Computational Topology, 3(4):315–358, 2019.

Sheaves Reloaded: A Directional Awakening Toward a spectral theory of cellular sheaves.Journal of Applied and Computational Topology, 3(4):315–358, 2019

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:59.383612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74d0a05c-24de-45de-9f69-b7e9ae6b7a76 · outbound

This paper cites Neural sheaf diffusion: A topological perspective on heterophily and oversmoothing in gnns.Advances in Neural Information Processing Systems, 35:18527–18541, 2022.

Sheaves Reloaded: A Directional Awakening Neural sheaf diffusion: A topological perspective on heterophily and oversmoothing in gnns.Advances in Neural Information Processing Systems, 35:18527–18541, 2022

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:07.312912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5afcbe15-d813-4182-8b7f-ebabbb08cc28 · outbound

This paper cites Magnet: A neural network for directed graphs, 2021.

Sheaves Reloaded: A Directional Awakening Magnet: A neural network for directed graphs, 2021

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:07.132130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8bc62167-0b7d-42ac-80a6-ef2fc08fd2bb · outbound

This paper cites Local structure of directed networks.

Sheaves Reloaded: A Directional Awakening Local structure of directed networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:06.888478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8c6db183-77d5-47e4-8fcd-47bebbc4c6c3 · outbound

This paper cites Dynamic patterns of information flow in complex networks.

Sheaves Reloaded: A Directional Awakening Dynamic patterns of information flow in complex networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:06.741963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a092a6c0-f4d1-44ba-a5cf-c1f4530f2aba · outbound

This paper cites Structure and dynamical behavior of non-normal networks.Science advances, 4(12):eaau9403, 2018.

Sheaves Reloaded: A Directional Awakening Structure and dynamical behavior of non-normal networks.Science advances, 4(12):eaau9403, 2018

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:06.512120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a19d0e9-d3b4-4849-bce6-f007f67d1b5e · outbound

This paper cites PhD thesis, Brown University, 1985.

Sheaves Reloaded: A Directional Awakening PhD thesis, Brown University, 1985

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:06.290764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6e17415-d75d-4bd6-8da4-963da03ec0b5 · outbound

This paper cites PhD thesis, University of Pennsylvania, 2014.

Sheaves Reloaded: A Directional Awakening PhD thesis, University of Pennsylvania, 2014

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:59.883719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ece8981-22c1-4468-bf33-3b8d8e27b493 · outbound

This paper cites American Mathematical Soc., 1997.

Sheaves Reloaded: A Directional Awakening American Mathematical Soc., 1997

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:59.974781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34283d26-64c9-4784-8f7e-aaae5e1ff8b5 · outbound

This paper cites Sheaf attention networks.

Sheaves Reloaded: A Directional Awakening Sheaf attention networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:00.036696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b7a3e8-e41f-4e3f-a2fc-41280a604b52 · outbound

This paper cites Sheaf hypergraph networks.

Sheaves Reloaded: A Directional Awakening Sheaf hypergraph networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:00.164866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b062fa-71ff-4e26-8748-d804e8a14906 · outbound

This paper cites Sheaf diffusion goes nonlinear: Enhancing gnns with adaptive sheaf laplacians.PROCEEDINGS OF MACHINE LEARNING RESEARCH, 251, 2024.

Sheaves Reloaded: A Directional Awakening Sheaf diffusion goes nonlinear: Enhancing gnns with adaptive sheaf laplacians.PROCEEDINGS OF MACHINE LEARNING RESEARCH, 251, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:06.070308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74a68ce4-579c-4a40-9238-c0a5a8ceeeec · outbound

This paper cites A comprehensive survey on graph neural networks.IEEE Transactions on Neural Networks and Learning Systems, 32(1):4–24, 2020.

Sheaves Reloaded: A Directional Awakening A comprehensive survey on graph neural networks.IEEE Transactions on Neural Networks and Learning Systems, 32(1):4–24, 2020

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:00.332434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 939ec0c6-71af-4b9d-a53c-d8f4d8bc0c8c · outbound

This paper cites Dynamic graph cnn for learning on point clouds.Acm Transactions On Graphics (tog), 38(5):1–12, 2019.

Sheaves Reloaded: A Directional Awakening Dynamic graph cnn for learning on point clouds.Acm Transactions On Graphics (tog), 38(5):1–12, 2019

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:05.775175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab5023c5-0cbb-486f-9b59-499d08ca2095 · outbound

This paper cites Gated graph sequence neural networks.

Sheaves Reloaded: A Directional Awakening Gated graph sequence neural networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:05.448279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9eee28f5-4dbd-417c-bda2-aa43d5e816f1 · outbound

This paper cites Edge directionality improves learning on heterophilic graphs.

Sheaves Reloaded: A Directional Awakening Edge directionality improves learning on heterophilic graphs

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:05.099663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 82655f6c-0aef-4f98-8e28-d197b896599e · outbound

This paper cites an unresolved cited work.

Sheaves Reloaded: A Directional Awakening Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:24:04.823408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43e8dad6-fd7e-4399-87a0-03e0fc707e13 · outbound

This paper cites Rosenblum, and Andrew Lim.

Sheaves Reloaded: A Directional Awakening Rosenblum, and Andrew Lim

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:04.666468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 584546ea-0cbf-4bc1-8905-ec8289cce251 · outbound

This paper cites Rosenblum, and Andrew Lim.

Sheaves Reloaded: A Directional Awakening Rosenblum, and Andrew Lim

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:04.451715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3921792c-13d0-42f4-8394-8f94c69bed98 · outbound

This paper cites Fluxes, Laplacians, and Kasteleyn’s theorem.

Sheaves Reloaded: A Directional Awakening Fluxes, Laplacians, and Kasteleyn’s theorem

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:04.264936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30d8c4ac-200a-4d87-b5e8-1513a10ed4a1 · outbound

This paper cites Sigmanet: One laplacian to rule them all.

Sheaves Reloaded: A Directional Awakening Sigmanet: One laplacian to rule them all

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:04.019510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a88032a4-11ec-46ae-bc22-981d7971a458 · outbound

This paper cites smgc: A complex-valued graph convolutional network via magnetic laplacian for directed graphs, 2021.

Sheaves Reloaded: A Directional Awakening smgc: A complex-valued graph convolutional network via magnetic laplacian for directed graphs, 2021

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.862925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31892b17-ae87-4d06-98bd-3fc0ee415f94 · outbound

This paper cites Sheaf Neural Networks.

Sheaves Reloaded: A Directional Awakening Sheaf Neural Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:01.028710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b417c45e-29bd-4318-abed-c394e945181c · outbound

This paper cites Let there be direction in hypergraph neural networks.Transactions on Machine Learning Research, 2024.

Sheaves Reloaded: A Directional Awakening Let there be direction in hypergraph neural networks.Transactions on Machine Learning Research, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.732608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ced7cb21-77fc-4bba-9fee-11cc63f313bf · outbound

This paper cites Geom-GCN: Geometric Graph Convolutional Networks.

Sheaves Reloaded: A Directional Awakening Geom-GCN: Geometric Graph Convolutional Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:01.187324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e8ec84-977c-43ec-801b-7060b5f0295d · outbound

This paper cites Two sides of the same coin: Heterophily and oversmoothing in graph convolutional neural networks.

Sheaves Reloaded: A Directional Awakening Two sides of the same coin: Heterophily and oversmoothing in graph convolutional neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.632925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a2cfda9-ff26-4033-b699-06be8450b5e4 · outbound

This paper cites A critical look at the evaluation of gnns under heterophily: Are we really making progress? InThe Eleventh International Conference on Learning Representations, 2023.

Sheaves Reloaded: A Directional Awakening A critical look at the evaluation of gnns under heterophily: Are we really making progress? InThe Eleventh International Conference on Learning Representations, 2023

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.513538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 300d647f-cfde-455f-9041-dbe36621e957 · outbound

This paper cites Graph attention networks.

Sheaves Reloaded: A Directional Awakening Graph attention networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:01.470955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4340400a-a2a0-4560-8b0f-5d7538fee3c6 · outbound

This paper cites Inductive representation learning on large graphs.Advances in neural information processing systems, 30:1–11, 2017.

Sheaves Reloaded: A Directional Awakening Inductive representation learning on large graphs.Advances in neural information processing systems, 30:1–11, 2017

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.477143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8be3595-9673-4e16-b548-8b2b1e90832b · outbound

This paper cites Be- yond homophily in graph neural networks: Current limitations and effective designs.Advances in neural information processing systems, 33:7793–7804, 2020.

Sheaves Reloaded: A Directional Awakening Be- yond homophily in graph neural networks: Current limitations and effective designs.Advances in neural information processing systems, 33:7793–7804, 2020

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:24:01.661400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf5ff30c-ce64-405a-b1de-c0caef8c40b1 · outbound

This paper cites Adaptive universal generalized pagerank graph neural network.

Sheaves Reloaded: A Directional Awakening Adaptive universal generalized pagerank graph neural network

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.309164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96d644c5-6cca-4c60-ad00-bd77b5badd42 · outbound

This paper cites Beyond low-frequency information in graph convolutional networks.

Sheaves Reloaded: A Directional Awakening Beyond low-frequency information in graph convolutional networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:03.128664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d630584-5fd0-45ae-b723-077f053fb5fe · outbound

This paper cites Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing.

Sheaves Reloaded: A Directional Awakening Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:02.966032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2d78720-5bfb-4603-a2ac-c150440a052a · outbound

This paper cites Simple and deep graph convolutional networks.

Sheaves Reloaded: A Directional Awakening Simple and deep graph convolutional networks

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:02.799055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ccfcf51e-4177-46b4-8a01-f2e52df73353 · outbound

This paper cites Thus, L eF ⪰0.

Sheaves Reloaded: A Directional Awakening Thus, L eF ⪰0

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:02.651990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 603c9c6d-062b-47cf-b3d5-1ed796366e0f · outbound

This paper cites an unresolved cited work.

Sheaves Reloaded: A Directional Awakening Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:24:02.506878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d6d7a4c-99e3-490a-ba4d-7b6f83053012 · outbound

This paper cites Model Settings.We trained every learning model considered in this paper for up to 1000 epochs with early stops of 200.

Sheaves Reloaded: A Directional Awakening Model Settings.We trained every learning model considered in this paper for up to 1000 epochs with early stops of 200

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:24:02.331792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 29c849e5-59cf-4d5d-bd74-3af2b07f11d6 · inbound

Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves cites this paper.

Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves Sheaves Reloaded: A Directional Awakening

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:01:19.047033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ffa0f9cb-92a1-45b4-8123-4638f0dc246f · inbound

Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves cites this paper.

Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves Sheaves Reloaded: A Directional Awakening

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:59:55.469777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df50f0f3-207f-45f8-a4fb-1d4c8e969f61 · inbound

Benchmarking Sheaf Neural Networks for Inductive Tasks cites this paper.

Benchmarking Sheaf Neural Networks for Inductive Tasks Sheaves Reloaded: A Directional Awakening

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T04:52:31.947258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.