Paper Citation Record · LEDGER

Heterophilic Graph Neural Networks Optimization with Causal Message-passing

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2411.13821.

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

pith.paper-citation-record.v1
2411.13821 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:55:27.853627Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

46 of 46 outbound references displayed

verified exact1
verified fuzzy1
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a445aef4-bf2c-4275-9759-368dc648b811 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.244739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e6c9e190-b72a-4704-953f-73b769576731 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.236544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5df86a6e-379c-4bdb-a1e8-0d376b93d08d · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.228015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4d0ef79e-857c-4c2f-97f4-05495b52e9df · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.219254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 86d5a2d3-5e84-4bbf-8b72-6134911109aa · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.210945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fd00aa30-d6d7-455e-b371-8dad78410abe · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.202544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c4df767e-0be7-446e-bb70-5beea45531a5 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.194373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8a0927f8-1608-44b2-9b91-1dc5f1c77411 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.186014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51ed8d05-3b18-4855-a52c-a8de468c13a0 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.753606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 496a82a7-7529-47f3-a297-dd241de1edc9 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.173623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7fe912c4-69ae-44a7-8de9-de068857e2b9 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.758948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a940d4bd-467d-40f0-b502-ce71c8234f46 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.160710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 940e461b-9bf8-4c9b-ba4f-e2167e7b4de2 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.152709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b89b6a5f-2a49-45f4-a173-f1028245684e · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.766662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3367734-7667-4e9b-825f-addf267ec8f2 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.140369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b046e283-5b26-4526-abfc-2f2a32f5eed2 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.771895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb66262c-ce2d-4167-acfc-cb94e2f17020 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.127576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8e371af4-fdc5-440c-957d-f18f30df90c7 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.777277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0db2cdf-2b57-49d2-a271-c76b9c4980fb · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.114527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation db2b3be8-5893-45f7-a24e-d079f5de03ab · outbound

This paper cites On Local Aggregation in Heterophilic Graphs.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing On Local Aggregation in Heterophilic Graphs

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-12T15:55:27.962679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eee5d038-1d28-42a6-b04b-9ac32dc9e0c4 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.785630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1df1873-5580-485f-98e3-4eec1793e29f · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.788187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba9c3b73-3c3c-42b3-b85f-5e099c88430c · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.097865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4241c812-d9c1-4193-ab82-bd60ec914068 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.088845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a94c2433-cb83-4b45-99bc-7e06afe69ed7 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.796157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa90f3d-41bb-4140-b8d7-ac87f892fc09 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.798793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd3bfa9c-e5f5-45e8-8e70-4cb903c6654b · outbound

This paper cites Graph Prompt Learning: A Comprehensive Survey and Beyond.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Graph Prompt Learning: A Comprehensive Survey and Beyond

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.801353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd1160c-5009-4aed-a784-f410a9abf6af · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.076257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fc61256c-62f1-4446-98ce-177caf1f4232 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.807294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5414a4d-0e70-433f-b844-59a571a1a2c1 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.063676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a01d912a-e35a-4078-bdd0-f6104e675236 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.055410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c612a3a1-0a1b-4f7b-89a1-7e1980fef5fa · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.046872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f2fd6ec5-ed4b-4bd2-a5fa-b33141ac7a41 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.038812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1bc7ffe3-361e-4cbd-959f-c7696be940ae · outbound

This paper cites Discovering Invariant Rationales for Graph Neural Networks.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Discovering Invariant Rationales for Graph Neural Networks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.823363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4770e46-2c83-4e3e-806e-54cae83cf5d7 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.826346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f019cb1-7887-486d-9ae0-722dd5223a8f · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.828898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 314ed6eb-50b3-4c39-b6b5-b2953684d562 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.834399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8822a415-2135-466f-a4f6-b3cfce7f7846 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.008756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 464f7719-3ba0-4be3-8efd-7f15eace0c4e · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:28.000439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4f986c8e-1e40-4b57-b1b6-469e6d2328a3 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:27.992263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb82a984-1be5-4115-9b58-3873690e5d9d · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.845012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a96a45f-a178-4a00-8032-52fcd4e2a295 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:27.979451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c774e502-fc79-4abf-94b0-3a3a5bf93738 · outbound

This paper cites an unresolved cited work.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:55:27.971235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3e00c3dc-127d-45f8-90a4-8042543d71f5 · outbound

This paper cites Link Prediction on Heterophilic Graphs via Disentangled Representation Learning.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Link Prediction on Heterophilic Graphs via Disentangled Representation Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.847877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07c5fe8-aa03-4e2a-bc62-ae9bde3ec36c · outbound

This paper cites Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks.

Heterophilic Graph Neural Networks Optimization with Causal Message-passing Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:27.812706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcba1acb-0704-477e-8c71-c9d4864115d4 · outbound

This paper cites In 2022 IEEE International Conference on Data Mining (ICDM).

Heterophilic Graph Neural Networks Optimization with Causal Message-passing In 2022 IEEE International Conference on Data Mining (ICDM)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:55:28.021661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.