Paper Citation Record · LEDGER

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs

As of 21 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2506.20980.

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

pith.paper-citation-record.v1
2506.20980 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:43:21.335362Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

49 of 49 outbound references displayed

verified exact2
verified fuzzy3
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aaa1861e-914e-4969-9eda-81de83d15863 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:17.152666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d628122-4eaa-4e43-ba45-1f66b56e46c7 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:26.842426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 839c823a-e7b3-4c57-84c0-8f07ad31291d · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:26.678802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd24f221-36d7-47d0-a60f-e51a1aa7c659 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:26.490732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b9d75b9-e587-47f6-8b3c-708a0fc6dba8 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:17.456564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833d34b8-2027-4277-ba2a-0fefb0370e72 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:26.282484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f513ff5-3911-42ed-824f-c333dcdb8890 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:17.624116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab677df-b16d-45ca-95be-7868222c4a3a · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:26.081555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f7e5d4d-33c5-4662-929b-440b5c726583 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:17.777153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8a6873-cf0e-4e34-be59-73d31932f16c · outbound

This paper cites UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:17.857366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf8f2ae-35eb-44b4-9e1d-b3794cb671c8 · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Categorical Reparameterization with Gumbel-Softmax

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:17.935514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b95dc66-6e0b-49cf-a14d-6cd313816cd4 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:25.884292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b353853-c800-4124-bb16-b3e038437c7b · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:25.703869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 905b6877-b1cc-4f01-bdc0-1c78c8163f6b · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:25.474321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29f1292a-c64d-4851-a4d6-0d581afde31d · outbound

This paper cites Hetero$^2$Net: Heterophily-aware Representation Learning on Heterogenerous Graphs.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Hetero$^2$Net: Heterophily-aware Representation Learning on Heterogenerous Graphs

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:43:21.759840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23012b00-32d8-49b3-be82-ff226ec088ba · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:18.356124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefad5b8-55e8-4f0c-b3eb-664f422c573e · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:18.432061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b496186-6065-48c6-b039-220792af9a86 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:18.510867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f8b365-2bd7-4e4a-8538-2ca006c5b19f · outbound

This paper cites The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:18.593037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7149d1e4-055e-4abb-b6a5-056cac908ed4 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:25.259083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 672a3b95-1c80-4153-a945-5b7c745c1831 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:18.786434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b5e789-d17b-41d1-9f07-6038d9b39e38 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:25.063409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c990cd5-cac6-4a1e-a9aa-03221a66b242 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:24.676792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7fe6be92-687f-4151-b04d-bd8930ec648f · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:24.513569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1e5e51e6-771e-4748-ab7f-a5e0f145827a · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:19.223969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9b12f5-0685-49f0-919b-ce92d46aa0dc · outbound

This paper cites When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:43:21.564724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bcdd392f-dd2e-40a2-b93d-b1ce970d9eba · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:24.355909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation adcff1b2-a8a9-4de2-90d5-698f962fc1bd · outbound

This paper cites Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:19.545438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8954f85d-7327-4ba6-bcff-b3757b6550ec · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:19.652394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720ec411-751c-41f5-8e97-3bae3a2e7d50 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:19.880477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7fdc99a-7023-47df-aae7-3c87a5cddbd7 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:24.017923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f7acd305-7cfa-4498-920f-cf1714c6bec6 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:20.146890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 193fdba7-ba04-49af-b82b-627b2ea995e1 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:23.861920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8fd8c14f-1725-477e-921d-60489afb6689 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:23.712977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 026659e8-4e24-4767-8239-78e70abedc10 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:23.431101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9570220-25ed-41e9-b5c9-602624d32762 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:20.498822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a9b3e2-75d0-4216-9295-e95843884ee4 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:23.202266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 293b4828-ae31-4d2c-b36f-4307cda50cec · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:22.865562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edcd3999-0f04-4266-ba53-790eec277c2d · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:20.843566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9604d2e-31b9-4367-95b2-854150c30dd5 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:22.710789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8e86f4e9-05b0-4ef1-9f53-217ecd24c1ea · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:22.590782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4c67e34-0942-49d7-8ec9-5dc40829cf95 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:22.412279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 77b66ad3-fc9a-4b45-9f04-d3035ffd4d55 · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:22.223623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22f79a49-1083-4a3a-8cc1-0ce175379780 · outbound

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

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Graph Neural Networks for Graphs with Heterophily: A Survey

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a7869b-bd5f-40de-952c-aaecabb2476e · outbound

This paper cites an unresolved cited work.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:43:21.956813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c304fb42-bab9-451d-9968-833baa6d147c · outbound

This paper cites In Proceedings of the 27th International Joint Conference on Artificial Intelligence.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs In Proceedings of the 27th International Joint Conference on Artificial Intelligence

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:43:24.872081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7e6f5ed6-c8fc-4283-ac3e-be4ced4b8ee9 · outbound

This paper cites InThe World Wide Web Conference.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs InThe World Wide Web Conference

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:19.962147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b433d8d-8f9a-4cff-8ae5-3e89c44c9939 · outbound

This paper cites TKDE(2021).

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs TKDE(2021)

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:43:23.009068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 86cf1d1a-867b-4a19-9656-1302ea4a3104 · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, Vol.

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs InProceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:43:24.181032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.