Paper Citation Record · LEDGER

Large Foundation Model for Ads Recommendation

As of 14 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 4 inbound Pith citation observations for arXiv:2508.14948.

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

pith.paper-citation-record.v1
2508.14948 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:30:15.202724Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:47:51.438120Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T07:17:29.369236Z

Reference resolution

75 of 75 outbound references displayed

verified exact3
verified fuzzy4
unresolved65
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff103b8f-68dc-44c8-ad69-5ecd3affd623 · outbound

This paper cites 2024.IAB/PwC Internet Advertising Revenue Report.

Large Foundation Model for Ads Recommendation 2024.IAB/PwC Internet Advertising Revenue Report

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:30:25.102851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb520842-0242-4c2f-8189-83f9edab332c · outbound

This paper cites LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders.

Large Foundation Model for Ads Recommendation LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.126493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81f5e2f9-4e10-4421-b504-333e5bad4c04 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.191257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e92856b-5f13-43c6-b838-98c8ba10865c · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:24.785548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fca20556-9633-4b59-aa80-7a629392a92d · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:24.581917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01946a5a-a134-469b-a102-aade8f339264 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.391696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d74b3c7-8e24-4552-9e4c-0dd09312d248 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.487317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52bff9c4-d9e8-4fb9-9fa5-026695bb8163 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:24.332779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7d197e57-4004-4c06-bcc4-5e110c62f97a · outbound

This paper cites Long-Sequence Recommendation Models Need Decoupled Embeddings.

Large Foundation Model for Ads Recommendation Long-Sequence Recommendation Models Need Decoupled Embeddings

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.741340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 635d522a-f4c7-4be6-b72e-bed1547813ce · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:24.167149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5c7acbed-67cd-435a-9f1d-7bee4b727398 · outbound

This paper cites On the Embedding Collapse when Scaling up Recommendation Models.

Large Foundation Model for Ads Recommendation On the Embedding Collapse when Scaling up Recommendation Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:09.099263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 496e6b57-0686-4d15-8175-9c6b77eb0d3f · outbound

This paper cites In Proceedings of the 1st Workshop on Deep Learning for Recommender Systems (Boston, MA, USA) (DLRS 2016).

Large Foundation Model for Ads Recommendation In Proceedings of the 1st Workshop on Deep Learning for Recommender Systems (Boston, MA, USA) (DLRS 2016)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.678953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7654b339-21b9-4bfa-a6fd-24abe586ec98 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:23.836565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6d2908b-9a08-4ca4-9940-78f0d41d8fe3 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:09.571682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4958aeac-bf73-428f-a356-deeb6c41ef16 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:23.652511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dbcace41-8f1c-4683-8a1c-93b77c2ffc34 · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

Large Foundation Model for Ads Recommendation DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.945768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1922915c-9be2-42fa-8d4f-536aa6600a14 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:23.284401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf0ddf17-8ce9-41cf-a56a-6baf9ed8394f · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:24.000913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71553b30-fe9b-467c-9c9e-1dc62a0f930d · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:10.420190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e34aeea-fa16-42bb-93f8-682f64133e99 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:22.700690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4c0b0d0f-1165-4a3d-b448-628c10305c1f · outbound

This paper cites CTRL: Connect Collaborative and Language Model for CTR Prediction.

Large Foundation Model for Ads Recommendation CTRL: Connect Collaborative and Language Model for CTR Prediction

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:30:16.511097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b6232cb6-fb61-4837-8bd3-58ab4d29dbb8 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:22.506593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eb075967-36ee-4874-91a5-c9057c7d195a · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:23.499655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0389e34d-0cea-4098-8e16-bd581526a311 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:22.021496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b111445a-837d-4e38-84f1-642d22efb1d8 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:23.097055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f37d46cc-d6cf-49ad-b6bd-a59922472e3b · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:21.871611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ef2cbdf-151f-465b-93f6-76e6f26f5124 · outbound

This paper cites ECML-PKDD (2025).

Large Foundation Model for Ads Recommendation ECML-PKDD (2025)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:30:22.891298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 46d70b32-6ec6-4df7-8f25-2bf6f80ccb6a · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:11.561735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29cbbbd-0887-4939-9269-166f1261f8bd · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:21.454808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33959f69-6a58-4def-97de-bd8cfd93cf21 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:21.209974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7bc67785-79f1-451f-a88b-eb3e8a7b3c4e · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:22.228028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 759d4c95-dc7d-4576-b3d0-cf6a87cce600 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:12.051174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97b1154-cd9e-4e39-965f-e6c07e4589e4 · outbound

This paper cites Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation.

Large Foundation Model for Ads Recommendation Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:11.258980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 669de362-6535-4e35-968b-604dcb7561db · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:12.258359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a8cbd4-7eb3-4116-b2a0-6b98632242c7 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:21.678659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5d15548a-5e7a-4d5d-bdc9-53e43da1e63c · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:12.436698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e1842e2-dd2c-432c-ba70-d6a419963b69 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:20.639610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39184037-54ec-44c7-be41-531fad6feb38 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:20.407859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 806db9e4-8958-4385-8c5f-311b70fd22f7 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:12.742757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e76f56-2c22-4093-bd4a-c49b2862e01d · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:20.996661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6b9a66aa-4caf-44a5-9be6-6d208e26edcc · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:12.901375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 266da946-f832-4816-a166-c12b9fb62c85 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:20.792060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 243595ea-7160-4bec-8f9c-6ad1db8c2345 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:20.029118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c006a30-188f-4091-8dec-b52f8aff8a41 · outbound

This paper cites eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.

Large Foundation Model for Ads Recommendation eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:30:16.236335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78b030f7-0f30-46a1-84a9-ea73fe0e7451 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:13.490990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 577cbb6a-5723-483c-9cc2-a951343c2b2f · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:13.599894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15827d45-2f2c-4543-84b5-78869f1094b4 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:19.467821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 540ff7b2-cf05-4de3-a276-9d5a39463cba · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:19.248306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6447d8f7-0cd1-424e-99ca-65bc34d61103 · outbound

This paper cites LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views.

Large Foundation Model for Ads Recommendation LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:12.818840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69221f0c-9f7f-4675-8090-7126392cf970 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:13.971181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcafb1d-5ace-4832-b6cb-29b426c228f1 · outbound

This paper cites InProceedings of the 33rd ACM International Conference on Information and Knowledge Management.

Large Foundation Model for Ads Recommendation InProceedings of the 33rd ACM International Conference on Information and Knowledge Management

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:30:20.201229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 30e8a200-edd9-423f-bdf5-38601fc37753 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:13.061958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb9a4c6-272e-40af-bcb7-08380658bfba · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:18.542301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 727e8d75-44a6-458c-aa1d-35aa9d94f08d · outbound

This paper cites LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following.

Large Foundation Model for Ads Recommendation LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following

Reference 56

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T18:30:15.993466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3740cdb9-4c97-4c36-8f77-adfce6b46759 · outbound

This paper cites TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou.

Large Foundation Model for Ads Recommendation TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:13.383422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8159167d-5ea9-43a0-90fd-752e7f79c7e9 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:18.202504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d11c10ef-3e5b-46c2-a49a-24775a9fb893 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:17.975733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 00fd148f-f210-40e6-9bc9-89953b20908c · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:17.796315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5d9f68dc-f4bb-4b59-8711-b623afb17691 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:17.582224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3dfa4563-6ef0-43a6-8541-0cab43e88ac3 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:17.387785Z

Source-reported events for the cited work

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Observation dfe329f6-670a-4982-9479-90340d15f2db · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 63

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This paper cites RankMixer: Scaling Up Ranking Models in Industrial Recommenders.

Large Foundation Model for Ads Recommendation RankMixer: Scaling Up Ranking Models in Industrial Recommenders

Reference 64

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This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 65

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Observation b38a121a-956a-4ef0-890c-ddd020685eac · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 66

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Observation 486ee098-96e8-4219-b65e-7f738c8888a3 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 68

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Large Foundation Model for Ads Recommendation DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction

Reference 69

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Large Foundation Model for Ads Recommendation HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction

Reference 75

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Observation b778378e-6f61-4418-893d-eb3820299a56 · outbound

This paper cites Generative Representational Learning of Foundation Models for Recommendation.

Large Foundation Model for Ads Recommendation Generative Representational Learning of Foundation Models for Recommendation

Reference 76

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Observation bb420015-8074-4cfd-b3f4-1b3438903022 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 320

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Unavailable: canonical work link unavailable.

Observation 98ad6bcb-2f26-467e-96f7-4c6572f656af · outbound

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

Large Foundation Model for Ads Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:09.705266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 211b8869-4f10-4e90-9ad9-b8a221efac33 · outbound

This paper cites In Proceedings of the 1st workshop on deep learning for recommender systems.

Large Foundation Model for Ads Recommendation In Proceedings of the 1st workshop on deep learning for recommender systems

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-05T18:30:08.427369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f733850-fd0c-48a6-851f-d509cb211b60 · outbound

This paper cites In ACM International Conference on Information and Knowledge Management (CIKM).

Large Foundation Model for Ads Recommendation In ACM International Conference on Information and Knowledge Management (CIKM)

Reference 2019

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Observation 20adc731-5e51-4053-a136-abe8db133b23 · outbound

This paper cites FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction.

Large Foundation Model for Ads Recommendation FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction

Reference 2023

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b890d3-0225-4e95-ae23-44030ebdfaa5 · outbound

This paper cites an unresolved cited work.

Large Foundation Model for Ads Recommendation Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:30:24.963042Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 98c6fa3e-8d92-4372-8bdb-0040680e5d00 · outbound

This paper cites PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform.

Large Foundation Model for Ads Recommendation PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T18:30:17.044023Z

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Pith citing papers

Observation 3e82b6c8-1f40-42d3-b33d-c7ff5557d27d · inbound

RankUp: Towards High-rank Representations for Large Scale Advertising Recommender Systems cites this paper.

RankUp: Towards High-rank Representations for Large Scale Advertising Recommender Systems Large Foundation Model for Ads Recommendation

Reference 42

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Observation c734f2d5-3168-4f2f-8988-0e8cf7335a9b · inbound

RankUp: Towards High-rank Representations for Large Scale Advertising Recommender Systems cites this paper.

RankUp: Towards High-rank Representations for Large Scale Advertising Recommender Systems Large Foundation Model for Ads Recommendation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:17:29.371972Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 67641885-8cf0-480b-822e-7618da32e8f0 · inbound

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation cites this paper.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Large Foundation Model for Ads Recommendation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.887390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c8cc24-c9ec-4d4c-9e3f-2f6268d43f50 · inbound

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation cites this paper.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Large Foundation Model for Ads Recommendation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T04:47:51.438120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.