Paper Citation Record · LEDGER

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.10347.

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

pith.paper-citation-record.v1
2506.10347 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:33:14.297175Z

measured 47 of 47 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 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

47 of 47 outbound references displayed

verified exact3
verified fuzzy2
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbb6a37c-a15b-404c-8765-f7be75f36651 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.872543Z

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 d9da05f7-2328-4b2d-a461-474bd21aa0ae · outbound

This paper cites Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:33:14.510691Z

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 69bc9d6d-9748-4063-ac94-5866664e7a85 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.862768Z

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 cdfc105f-349a-42dd-bb44-7f37b35d4be3 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.843588Z

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 4fa7bcf9-73a8-464b-bf0b-cab386266327 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.834288Z

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 adfc73fe-5dc2-4a59-80aa-cf6930a843f6 · outbound

This paper cites Predict then Propagate: Graph Neural Networks meet Personalized PageRank.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.186144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d58f4eb-4994-412e-840b-ab4ab12b32f8 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.189301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08458dd4-1b83-4bea-99cc-fa025b4168a5 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.819631Z

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 73d5a611-fdae-4b65-9dc9-819b5e8dbb6f · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.811652Z

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 6edd47c3-caa0-4060-8f96-351fb0478dbe · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.802741Z

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 8971a3c8-79de-43eb-acdb-dd5517f5cc17 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.793726Z

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 453e5e8e-f9ec-42cf-b4d1-f663dd3b31c5 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.783733Z

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 479b924f-ff4a-4911-81b2-68ef7a2e5afb · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.206596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b848d1ad-8fb8-4cd0-85d8-659ac30584c9 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.766562Z

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 9eafeb6a-fafb-4c7e-a370-827bd8fb0b44 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.756085Z

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 95839168-22c4-43ee-a1bc-3d23d5cf3955 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.215026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a378e1-4620-4843-b70e-89f8bd77d738 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.731060Z

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 d71391a1-0969-4ad0-b5b5-020633883339 · outbound

This paper cites Large Language Models are Learnable Planners for Long-Term Recommendation.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Large Language Models are Learnable Planners for Long-Term Recommendation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.226421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19c14ef-bd21-45ad-bba3-2a74eeb1018b · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.714820Z

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 8c3e7002-81c8-43e7-9895-814b54a9d508 · outbound

This paper cites InProceedings of the 32nd ACM International Conference on Multimedia.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture InProceedings of the 32nd ACM International Conference on Multimedia

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:33:14.722828Z

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 d9008147-cc55-48d9-9c3c-37c96868d634 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.697762Z

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 80a4879b-6633-4248-99bf-a55c079370b5 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.688193Z

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 bf16dd6b-e555-41e3-96e6-d75b003b70e6 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.706816Z

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 fb4184d3-239f-498a-9dd2-ee6c41919873 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.670274Z

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 9ad288a9-6c9b-47c4-bed8-2c388715b5be · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.660587Z

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 b57872e8-0e04-441a-bad0-b04f2d887243 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.679399Z

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 d8be86c5-7325-4f02-acef-be83e63a96f4 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.644422Z

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 fc354846-c3c3-45af-a24e-b898435e8a86 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.635057Z

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 81c8c5c5-830e-45b2-a86f-a04107f22399 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.248330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a9c6de-16f4-445e-a178-281a8ce5b819 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.617908Z

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 1955b459-deb3-4d1e-892b-82e6e56c8267 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.608550Z

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 4242b883-6e16-4863-b55a-79281715d93b · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.626742Z

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 1dd9d057-1484-43f1-9584-4181d1a1981c · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.590343Z

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 8fc414c0-6cdb-4318-8e94-432d4f74f758 · outbound

This paper cites An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX).

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX)

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:33:14.474009Z

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 dd0d77ca-5432-4b07-8e1b-efd4d65b69fc · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.599592Z

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 fd97a279-c883-4108-934a-9e31c2795efa · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.571186Z

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 b668677f-3d32-444e-8d95-347ba06a4e7d · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.277776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd2a0baf-fe9f-4c2e-973a-83c9111f6ccc · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.580900Z

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 063e75e3-5d10-46ac-927b-f2703c6c267b · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.538086Z

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 bdd13143-244c-4dd8-a456-f0ea0cad1ec4 · outbound

This paper cites Learning over Knowledge-Base Embeddings for Recommendation.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Learning over Knowledge-Base Embeddings for Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.289156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77861477-1761-44d1-8391-25a9cf2645a0 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.280386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e96f61-7150-4078-9770-7825fafadf61 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.294677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd1ab0e-f29c-4949-baac-64efcea1844f · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 43

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:33:14.450996Z

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 97437270-0216-470a-ae46-54add9fe6d62 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.527824Z

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 79c861ce-d665-4259-9bd9-46449736e445 · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 2012

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.740049Z

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 64258119-2852-49a4-b8ac-530d898adc76 · outbound

This paper cites In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:33:14.548081Z

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 c2a1185c-1e4e-4ba9-84b9-70e60c95369a · outbound

This paper cites an unresolved cited work.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:14.852568Z

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

No inbound Pith citation observations are available.