Paper Citation Record · LEDGER

Less is More: Information Bottleneck Denoised Multimedia Recommendation

As of 19 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2501.12175.

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

pith.paper-citation-record.v1
2501.12175 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:32:22.694514Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:40:07.881703Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T00:24:04.583041Z

Reference resolution

52 of 52 outbound references displayed

verified exact1
verified fuzzy17
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 887849e1-3d57-48ec-b7a6-bd9d15642f91 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.392835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c850e91-8863-45dc-8f8d-8a1c925b257a · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.382333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd1b3791-10c2-41cd-8e24-6a062936d014 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.371733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a49fcd52-f900-4592-8219-be6c80f1956e · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.360593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2bf46066-9e21-441a-9f9a-cc08fded3444 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.349122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e3261af-adb2-4cd5-9d02-cbc753cadd38 · outbound

This paper cites Cheng, W.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Cheng, W

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.338211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59be52d3-0526-456c-8139-47314cf8c4b5 · outbound

This paper cites Deldjoo, M.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Deldjoo, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.327433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5f2c958d-acb7-451f-9cce-c4c38ed506ee · outbound

This paper cites Devlin, M.-W.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Devlin, M.-W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.316436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b90461ed-8fce-4409-8d77-8836c02b19dd · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.305845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 907cdd1a-c581-42d5-af6e-a617b61db1d1 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.295218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec768af4-b2af-4475-a39e-0e28998d1b80 · outbound

This paper cites Espinosa Zarlenga, P.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Espinosa Zarlenga, P

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.284647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6afbe1ec-b887-436c-b619-f064dde40e20 · outbound

This paper cites Gitiaux and H.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Gitiaux and H

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.273640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b31f7ee-c7be-4a45-bfd2-b0dc856e62c9 · outbound

This paper cites Goldfeld, E.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Goldfeld, E

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.262455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a92c5e94-ab36-4b56-bdbe-cebae59bee64 · outbound

This paper cites Gretton, O.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Gretton, O

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.251420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 45a3076c-fb86-4c84-a661-c7dc8f68b855 · outbound

This paper cites Gronowski, W.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Gronowski, W

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.131816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 590dadae-ae11-4acf-b7d6-6eaf4600b924 · outbound

This paper cites He and J.

Less is More: Information Bottleneck Denoised Multimedia Recommendation He and J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.121431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb57e1f4-0a93-4944-a3ba-699a58b48561 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.111544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2bef7d49-cab6-4c80-9800-51183d94d4b2 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.101084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 210a07ba-c14b-4559-b135-99709339dc1a · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.090934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5255f5a4-f89e-4548-85e3-2d05910e05c9 · outbound

This paper cites Pareto Invariant Representation Learning for Multimedia Recommendation.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Pareto Invariant Representation Learning for Multimedia Recommendation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:32:22.776537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c34da17-4314-47b8-8fae-ea06f6a994b4 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Semi-Supervised Classification with Graph Convolutional Networks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:32:22.578289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe19a22-d0bd-4c60-bfce-6a15adf9c97a · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.080582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6fbe6c8a-fed1-4eb8-b2fe-e46cd8f69c9d · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.070028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce8077ca-364c-4f72-be12-f9c7faa8aa4b · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.059584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 63088c7c-7f9f-4c27-b731-57bb9028e41d · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.049065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 730563b5-03df-402a-8049-3722c22d2f7e · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.038402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f256b71-5ff0-4c13-91af-2328ed020cae · outbound

This paper cites McAuley, C.

Less is More: Information Bottleneck Denoised Multimedia Recommendation McAuley, C

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.028298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6376ec2f-7ffa-455e-b7b3-4eae2e2a06f1 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:23.017769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6d0c7228-d43f-4343-982a-4e85b108b711 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Representation Learning with Contrastive Predictive Coding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T17:32:22.610122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 886c5a4a-637f-401a-a63c-6907e717976c · outbound

This paper cites Reimers and I.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Reimers and I

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:23.007800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 69760897-9b8a-4b20-abb0-b6f12e52a5a1 · outbound

This paper cites Rendle, C.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Rendle, C

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:22.997298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa945404-a4bc-4fd0-a950-97c3116bca3a · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.986873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 800efe29-7064-45a2-bf49-8d139c1dff04 · outbound

This paper cites Shuai, K.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Shuai, K

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:22.977238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 631f2a5f-00a4-457b-ae8b-92c71a0ffd3c · outbound

This paper cites Simonyan and A.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Simonyan and A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:22.967000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a96ca93-f7bd-44b0-a420-ba6d1eeb0e07 · outbound

This paper cites The information bottleneck method.

Less is More: Information Bottleneck Denoised Multimedia Recommendation The information bottleneck method

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T17:32:22.631731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ab11d38-05f3-4881-900b-d29d3c2ea79d · outbound

This paper cites Tishby and N.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Tishby and N

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:22.956274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8ebcb080-2c79-4c36-8e4e-8cae51473e6c · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.944991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1308176f-7a54-4e7f-b580-2d2d083a8dcb · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.934163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce17df6c-1243-4492-96c7-75ffc20a140a · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.923709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de8f9f13-5085-403e-8789-9e02ab2ec11e · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.913578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18e24106-f51b-4641-85cc-ec85e5d54a7b · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.902769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9f52976-1afb-4d6a-ad91-a2ada4e3935d · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.891975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aecfec0a-c2d9-4885-880d-f2d0a09bcf29 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.880847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dbee2727-d391-44b7-a18c-ece169f929f3 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.869745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 27e158b0-b0cf-4b21-b32a-f9739854e116 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.858415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb15ed58-de7e-4623-aae5-6181fe174058 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.846791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 427f7858-4e21-4056-b88f-7b433193c3df · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.834282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b1c49e4-5cbf-4838-8178-b2d1c930a28d · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.823328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6d9019d4-1669-491f-b859-10627b1a9c16 · outbound

This paper cites an unresolved cited work.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:32:22.812193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad68b9fc-610b-453a-b6f1-cb8dd54c7342 · outbound

This paper cites Improving the Adversarial Robustness of NLP Models by Information Bottleneck.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Improving the Adversarial Robustness of NLP Models by Information Bottleneck

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T17:32:22.686985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 569fb64a-de53-4334-b9b4-0123e1c0cd78 · outbound

This paper cites Zhang, Y.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Zhang, Y

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:22.800543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 72545c57-fbd0-4a12-8402-265753e17be2 · outbound

This paper cites Zhang, Y.

Less is More: Information Bottleneck Denoised Multimedia Recommendation Zhang, Y

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:32:22.788769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation ac5a9a88-d024-4288-b715-fbf6e4e0dcb1 · inbound

Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation cites this paper.

Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation Less is More: Information Bottleneck Denoised Multimedia Recommendation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:07.881703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68a7d55-6b33-4137-b770-b32c58377fff · inbound

GCIB: Graph Contrastive Information Bottleneck for Multi-Behavior Recommendation cites this paper.

GCIB: Graph Contrastive Information Bottleneck for Multi-Behavior Recommendation Less is More: Information Bottleneck Denoised Multimedia Recommendation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T00:24:04.585494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.