Paper Citation Record · LEDGER

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing

As of 18 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2412.08310.

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

pith.paper-citation-record.v1
2412.08310 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:02:52.520522Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy17
unresolved7
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7bb39287-d058-49ff-9ed0-a84054a8a0be · outbound

This paper cites Beyond homophily in graph neural networks: Current limitations and effective designs.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Beyond homophily in graph neural networks: Current limitations and effective designs

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.563630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 352b8467-7689-4cf2-b172-7688987aed8d · outbound

This paper cites Graph Neural Networks for Graphs with Heterophily: A Survey.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Graph Neural Networks for Graphs with Heterophily: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T18:02:52.340291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a08507-4c53-4f2d-be0c-f4d9f6044e88 · outbound

This paper cites Es-gnn: Generalizing graph neural networks beyond homophily with edge splitting.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Es-gnn: Generalizing graph neural networks beyond homophily with edge splitting

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T18:02:53.133499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fce212f0-e81e-40d3-85af-aabe941c6de0 · outbound

This paper cites Revisiting heterophily for graph neural networks.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Revisiting heterophily for graph neural networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.542763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b09435bf-d5d5-4c8e-b3b4-2cbb881241c8 · outbound

This paper cites Is homophily a necessity for graph neural networks? In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Is homophily a necessity for graph neural networks? In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.522474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a1f2740a-7766-4d95-8faf-c31d496a32bd · outbound

This paper cites Graph-MLP: Node Classification without Message Passing in Graph.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Graph-MLP: Node Classification without Message Passing in Graph

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T18:02:52.366261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37868d39-01ef-48fa-aa96-00cdc5b3db68 · outbound

This paper cites Graph attention retrospective.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Graph attention retrospective

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.500599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation afc9e4c9-9a1e-485b-a116-be0c038b509d · outbound

This paper cites Kipf and Max Welling.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Kipf and Max Welling

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.478211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0791b9cb-d8ba-4733-8a0d-ef43305eb12c · outbound

This paper cites Souza Jr., Tianyi Zhang, Christopher Fifty, Tao Yu, and Kilian Q.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Souza Jr., Tianyi Zhang, Christopher Fifty, Tao Yu, and Kilian Q

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.456148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9a48f49-62a7-4481-aaa3-327737ce36cd · outbound

This paper cites Graph attention networks.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Graph attention networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.434176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5adfd24-55c4-4444-bbba-1dba428a14c5 · outbound

This paper cites Hamilton, Zhitao Ying, and Jure Leskovec.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Hamilton, Zhitao Ying, and Jure Leskovec

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.411478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 603fd9c5-5d24-485f-baf4-37139f1c632b · outbound

This paper cites Schaub, and Danai Koutra.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Schaub, and Danai Koutra

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.387500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c823543-5e25-4631-bb56-208602596d6c · outbound

This paper cites an unresolved cited work.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:02:53.366561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0897f678-d477-4291-b866-08b4276fc010 · outbound

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

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing MixHop: Higher-order graph convolutional architectures via sparsified neighborhood mixing

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.345437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a881136-290b-4d2e-bf6f-f8565eaed863 · outbound

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

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Two sides of the same coin: Heterophily and oversmoothing in graph convolutional neural networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T18:02:52.432503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9829d7-728b-4f7f-89dd-c59de0c01e28 · outbound

This paper cites Adaptive universal generalized pagerank graph neural network.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Adaptive universal generalized pagerank graph neural network

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.327230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a5e5c65-8fb6-49fa-abfa-7d93e9fddf58 · outbound

This paper cites Neighborhood pattern is crucial for graph convolutional networks performing node classification.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Neighborhood pattern is crucial for graph convolutional networks performing node classification

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-11T18:02:52.447667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc596517-8027-43ab-8145-3f06ce80888c · outbound

This paper cites Label-wise graph convolutional network for heterophilic graphs.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Label-wise graph convolutional network for heterophilic graphs

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.306897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c7eb5e3c-21ea-4d1b-b1de-5b39332400e7 · outbound

This paper cites GBK-GNN: gated bi-kernel graph neural networks for modeling both homophily and heterophily.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing GBK-GNN: gated bi-kernel graph neural networks for modeling both homophily and heterophily

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:02:52.458762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deca33eb-8a87-4a92-bb3c-987c97d8ba44 · outbound

This paper cites Bronstein.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Bronstein

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.281821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f570b9f-844d-4a53-9009-7c419231ce5e · outbound

This paper cites Large scale learning on non-homophilous graphs: New benchmarks and strong simple methods.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Large scale learning on non-homophilous graphs: New benchmarks and strong simple methods

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.260700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9620462c-3c2b-4205-a124-519183a5e3c6 · outbound

This paper cites Geom-GCN: Geometric graph convolutional networks.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Geom-GCN: Geometric graph convolutional networks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.239009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7d9d63a7-5a39-41b7-81ef-02fbc875f100 · outbound

This paper cites Large scale learning on non-homophilous graphs: New benchmarks and strong simple methods.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Large scale learning on non-homophilous graphs: New benchmarks and strong simple methods

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.217425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b0be902-b0ef-4ebc-9262-ecb7f118eace · outbound

This paper cites Characteriz- ing graph datasets for node classification: Homophily-heterophily dichotomy and beyond.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Characteriz- ing graph datasets for node classification: Homophily-heterophily dichotomy and beyond

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:02:53.195605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 437dfa2c-df45-4757-b59f-ef6462ec0b6b · outbound

This paper cites Collective classification in network data.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Collective classification in network data

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T18:02:52.507653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6202044c-e955-4824-ba68-3d04d7cb921d · outbound

This paper cites an unresolved cited work.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:02:53.175724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db326944-fd5f-4832-8e40-da0fcc52bce8 · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing Pitfalls of Graph Neural Network Evaluation

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-11T18:02:52.520522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.