Pith. sign in

Paper Citation Record · LEDGER

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems

As of 21 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2507.20578.

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

pith.paper-citation-record.v1
2507.20578 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:46:47.247559Z

measured 57 of 57 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

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e5fa0cb-6564-4403-91ed-276432883419 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:48.088914Z

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.

source=arxiv_source observed=2026-08-15T17:46:46.951128Z digest=sha256:a860dbfd312333e8b847ff6b90f8de2154f49f543b1bdacbbd4169665c609112

Observation 8943f314-e63a-4dd3-8857-4ab655482ef4 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:48.074163Z

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.

source=arxiv_source observed=2026-08-15T17:46:46.957898Z digest=sha256:7c4eb68e5264e2bdf6dffd2472c44a7847a53f23499b8ecaa41d2bbe3ce7ea07

Observation 5f0f56ce-2a49-4784-a8bf-d58d1e3e032d · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:48.059059Z

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.

source=arxiv_source observed=2026-08-15T17:46:46.964257Z digest=sha256:5f0843acb19886c1c8524774955a40e88bcef3acd6cf9107540c006f4c12fb82

Observation 5b67bc51-e057-4fa6-9cd3-68616a10e66c · outbound

This paper cites MolGAN: An implicit generative model for small molecular graphs.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems MolGAN: An implicit generative model for small molecular graphs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:46.977080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:46.977080Z digest=sha256:fd88db2067784c21dc11501a4b01dd1e57f5bc0bd49b86fa3ab93a0992acf3c2

Observation 8ccc2dfd-d02f-451e-9950-dc3aaf7e670a · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:48.042666Z

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.

source=arxiv_source observed=2026-08-15T17:46:46.983929Z digest=sha256:4e00acf3b69084ab9a2d7eebeb0b198db3bbc0c1e5b2e29a717143afac0f8396

Observation ad4d16de-d3a8-4de5-b682-5381fd149db1 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:46.988923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:46.988923Z digest=sha256:55444ead588b3eeb8f6aadd3a1caef489362692ccc2750092f7a391c4f0b79bb

Observation 9cfe08ef-6070-4de3-b923-fa5e8bfc3ab7 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:46.993980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:46.993980Z digest=sha256:1d9ab78ec0379b221f1f5907b59f006fa73399e21a0e841d43d40ec7dea10e06

Observation 123ff4a2-90de-4cd8-b6cf-0e101f8dfd39 · outbound

This paper cites J.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems J.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:46.999176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:46.999176Z digest=sha256:ebb7c4a4202088ff9a9fa4353b3644c9f668dce58be8ef6b8600353135213dd1

Observation 518e7a46-662f-4bef-98a8-9bebc896b132 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.997051Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.005161Z digest=sha256:64c3deaceb98fca708ae3b32ca968b0a918adcecac33d8034993620ceaa127a9

Observation 88072c18-92cb-4ced-89f0-6bdcc4ca9716 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.981804Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.011765Z digest=sha256:9fc31e5088c1f1c3dcac05b82f04d2724efe04f07a201d7890e4c227d006d47a

Observation 669d78b8-5525-4a17-9db1-be7e77009f7b · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.017207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.017207Z digest=sha256:30b11cb991a0cbbf2e721f5c18606fc2c2c2204b3771c2820a21bb190a0c7a1a

Observation cf07705b-a4da-4a30-aaad-aa47eb13c815 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.954629Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.023047Z digest=sha256:deb171379851276047947c1596e053c8a040831cecb11ed060db4a03440d2599

Observation e321c039-e697-41bb-863e-fc2cf26ded4d · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.939339Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.027655Z digest=sha256:003de144f92157ef57433e910fbd241527dcd919d13756c0a54c6d5ae42b818f

Observation c7b0dc57-8995-4d1a-b970-cac888c68c6a · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Session-based Recommendations with Recurrent Neural Networks

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.031716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.031716Z digest=sha256:fa49ebc5d974dffcbd1ea5aded4cff4a8686a39c50c85089a379071e5d80a2b5

Observation 5e84c419-a251-4865-ba24-119a5698d25b · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.035924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.035924Z digest=sha256:463a1faad4f9ae9e603959bc5cbdb8a905253c411ee5c4c7ae9d82e01d3e7200

Observation 3990b15c-1ead-4bed-8df4-b1f3930f48ae · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.914345Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.040373Z digest=sha256:d23823f09cad69f6503ba6b9112cde9a7d668b6f349f93f9a0958c3bad5c48fc

Observation fcd44951-9511-4fcf-8224-d579bed6c410 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.900976Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.044214Z digest=sha256:2fea0b870a163cf1085f34db36355c9d66f570b742599c4ea1c6a3abb590036c

Observation cdc239bd-c2bf-44ae-b723-a843d7096132 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.048375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.048375Z digest=sha256:d3b8e1bae61673b560a94e7638f6707205be4be9d00af0918cd9e817ad8a043f

Observation a0861460-729e-480d-a86e-e9f9785f8cc1 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.052597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.052597Z digest=sha256:25dc0a9ccc476b259be95479649c62f76f3d6f3842429f325be6093a40a0accd

Observation de72ad80-c8e7-4ae6-8478-d50554a3cff3 · outbound

This paper cites P.; Welling, M.; et al.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems P.; Welling, M.; et al

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.057813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.057813Z digest=sha256:b4d82e751dda139a723cc82aa01ed80730bdb43b9fb95616ff485d460f08f975

Observation c02d0fc1-7a18-433b-992e-dd2b0dde6089 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.851082Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.062782Z digest=sha256:74e4d7101c6746b89d5c6f174dcdd04f4af21df3edd31e7ce90d8fd9cfd56509

Observation ab20c4f5-cc4b-40dc-83f1-bbd17acb0e93 · outbound

This paper cites G.; Hoffman, M.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems G.; Hoffman, M

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:47.834690Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.068338Z digest=sha256:df39c5fd39c5e10e203d49d1ca04070a2c1f52612abf62b91fb69483872feb4e

Observation 372858e2-5701-4653-beb8-4504a242d5af · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.814434Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.073386Z digest=sha256:5a15f08d2c5e4244eb910d426a34a5f5e4af0e4500baf7c9989f1a4ac65b2e23

Observation 01d39eb8-ce0a-46a1-8d8b-0cfbe14f3cb8 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.792651Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.078229Z digest=sha256:f170fba11ac4a6f3f0c04d39dfa1b7be0a408fc7bcecd01e210862a035623f22

Observation 6553a182-a1a6-4b13-a84d-322091f3cebc · outbound

This paper cites Generative Diffusion Models on Graphs: Methods and Applications.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Generative Diffusion Models on Graphs: Methods and Applications

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.083585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.083585Z digest=sha256:04245b57cb44fa023cbdb84c2d031a16ffe3f42bd185782683e996d271f91dbf

Observation cd7522ad-e024-46f8-be9b-0120ba2277c0 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.773667Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.088185Z digest=sha256:91e31c482507a5e39d8a7e783029f5bdd45c619702b53912dc07cfda76191f25

Observation 5cd03d64-1f9b-45d3-b621-fa0c67745b29 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.757342Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.092634Z digest=sha256:21b96b2779f82a66d0ea04d2678c7ad732b3ed14b69f9d20fb24f93aebbd8ded

Observation 95906278-2256-49ac-ad3d-97ada417b130 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.742945Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.099339Z digest=sha256:c5a2fbbea9f45590e1654dea009fa8b2ffe11237947d13f68a2bb3935a962c72

Observation c0a0bd22-951e-4801-bc3c-c72f073e876d · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.103667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.103667Z digest=sha256:88c508072ab846454507a148e792080c279fe8c20b88742e1ba0652cb083c819

Observation 1fe2d1d1-d9f3-443d-9b51-4d3bc84893ca · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.712434Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.107980Z digest=sha256:3f4a4298c3cc856a40f211ac2339261e2f6bd58ba5b9730bb557f67654b5ac63

Observation aa1b00dd-42a9-43f7-9eef-fb5df2fb711e · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.693682Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.113278Z digest=sha256:e97e613069315e49a56180f6836b4a9106869c0f1b4717aee1047e9f7a336692

Observation a7be9450-6f8c-4431-892d-8f952c771cbc · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.672079Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.117897Z digest=sha256:4248a67e8700b015e890cbcefd4e8233b42e03b4a8118dfe398ee85275bc5149

Observation 3433701e-dbed-4438-8fa4-a244af73822a · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.656663Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.123760Z digest=sha256:6cbc1381138a9569db8802c8f15f7e81493b2e1f17ead28b9a32b699464f4acc

Observation a140e06e-6714-4e6a-885a-138dd61eb3bc · outbound

This paper cites B.; Konstan, J.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems B.; Konstan, J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:47.641346Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.128159Z digest=sha256:ed3327e653903ff5c3de583089a7a936f0096c9b94d4e7c64c89f8fe1ff794bf

Observation ddadb5a9-ce45-4f0e-a191-58e8ce82deb5 · outbound

This paper cites K.; Sanner, S.; and Xie, L.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems K.; Sanner, S.; and Xie, L

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:47.626224Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.132993Z digest=sha256:1fb450bd1b012cb73146a16513be2addbbce8eb464f15ed6f23469d4f54c595a

Observation d5276bbc-9135-49cf-ab81-2c769203330b · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.137723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.137723Z digest=sha256:d98970e10a3eb8712cd1a6912425d903b895efdce0b0f6f95fce1aef6c96a3ae

Observation 40b25e10-5eaf-46b6-bcb5-8f11df08aac7 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.143099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.143099Z digest=sha256:0ee459e49533a35f1c68d6328d5a0e4bd73b679dc5d3ca63bd80c72d521e74d8

Observation 7f8c3477-dec1-4080-8e6c-15a7dbf7432b · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.593237Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.148165Z digest=sha256:ef5ce2938d0c4b5c0c1bead99f2b1e98660f7c8e539a672c6af9823b27992d1d

Observation 52c860ec-bde3-452e-ba16-c02753feb2b0 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.578366Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.152165Z digest=sha256:a6cd23227284a7fb7de27ccb98f5323940a248528c12833c6ad89664c5877bd8

Observation a7235115-2ca8-4416-87bb-4ccd2596357a · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.156931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.156931Z digest=sha256:19ff405ffcff97f5a47b3ff535890db61b5fad1d16d33a6cc1fea2483d00439c

Observation 175bcf49-57ef-4099-a99f-f86895f1b3d4 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems N.; Kaiser, .; and Polosukhin, I

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.161496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.161496Z digest=sha256:79dbc21a9188db1abebff7e8057e488de4e46a22a546b1f5a4cf4eafdd2e3ae8

Observation 92224ec5-d63f-4fbe-9a9e-e1742b30096f · outbound

This paper cites DiGress: Discrete Denoising diffusion for graph generation.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems DiGress: Discrete Denoising diffusion for graph generation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.166031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.166031Z digest=sha256:99f7679f144fa67875bb9b35d3273145ee0258173d8bc0aa6acaac46f5ec3061

Observation 9985ddfb-bb8a-4fab-857a-b83cb66f9328 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.542999Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.170940Z digest=sha256:fbed58890bcdeb7348abe894cc1ab2fcb2376fe844bd916cb67b3c30d6903473

Observation dae10423-6829-4f8d-86e8-983eabace78d · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.529114Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.177077Z digest=sha256:d2b094e5bf5fbcdedb9682e23cc5a01d679d1e5da38c10593c737f8bd6354abf

Observation c5e38c08-67d4-4f2d-b578-b03d5d042127 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.512728Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.183162Z digest=sha256:3e32313fe54ef4456e370bfae2c1b0c67527a474066967977dcf9a42b8b77306

Observation a4fa83a2-c220-467b-a96f-86d994578882 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.188713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.188713Z digest=sha256:73404438986b60dae2e350886ed37a70373373f6771ee6c8e03f45810118bf52

Observation 71adf40a-2876-46ef-bfe2-c8b1675acaad · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.196878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.196878Z digest=sha256:81dfba6f1b70a4d00663f78127bfd964d273366f6b10f4d18c3ad8b22221f26c

Observation adc04dc9-29a9-46f5-b5eb-9c323a0f1a48 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.202214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.202214Z digest=sha256:739c3f0ee3cf785651673c8647eaf234ec6be620aea97d69b6af58abf6a80ad8

Observation fe595fba-5258-4576-82c6-a300e614348c · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.463973Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.209535Z digest=sha256:16be563ff1e6b8e0ad9dbbbb171a05c6eccd99245c530834691c4eae05217f59

Observation 939b4202-b1f1-4d06-a905-4c2393c49519 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.439507Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.214819Z digest=sha256:5c4ec4adf17524d50cb3fce131965445ec718af1c2aff5854589e3ee6f0ee3de

Observation bda0038c-f2c5-4897-be7e-9b01cab1d54a · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.424137Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.218783Z digest=sha256:cfe7694c60c63d47620d1a5b73dfe4d5e2a74ec7e9553e7c83a72b1a8d4e6afa

Observation 7e9b6a95-fda3-4b8a-8406-aab5d36b8e0b · outbound

This paper cites L.; and Leskovec, J.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems L.; and Leskovec, J

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.223875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.223875Z digest=sha256:7334538d4758d78c69fef8d202812ba82c38e393f98ca3397ff50dc1dc940089

Observation 7163af5c-a77a-430f-818c-e3abf40a7b14 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.229068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.229068Z digest=sha256:4d94af20ab2178e68fe4314e4d49ee8c1dd91c6ab854da382da7d38dea5bcfdf

Observation aa18e652-0b01-44d0-8559-7f49c8160166 · outbound

This paper cites M.; Zhou, K.-Q.; Chen, X.; and Zhang, R.-M.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems M.; Zhou, K.-Q.; Chen, X.; and Zhang, R.-M

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:47.390773Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.233676Z digest=sha256:25c302705657d8fd7c11057f8477e76a98e2612f93c7c3d8a1f930576f869320

Observation f81743da-655c-4e82-8b84-0faa741b7a52 · outbound

This paper cites an unresolved cited work.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:47.374465Z

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.

source=arxiv_source observed=2026-08-15T17:46:47.238433Z digest=sha256:6ccba5037978b80da09aff1720b3b075281ae46ce14e2da818409506134a8676

Observation 0df934b0-174d-4228-a590-de2235cbd410 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems , " * write output.state after.block = add.period write newline

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.243179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.243179Z digest=sha256:48c4a816e62875a31abe406398a3eb9de743f64200948ed89c8e55c772944666

Observation 38b9c520-fefc-4966-91c2-5d7be9a5ecae · outbound

This paper cites write newline.

Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems write newline

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T17:46:47.247559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:46:47.247559Z digest=sha256:0c6a10b06ffe0d446ee04df43189d5703ee134aea239af68a4fd3e95d41f0a6c

Pith citing papers

No inbound Pith citation observations are available.