Paper Citation Record · LEDGER

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion

As of 21 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 4 inbound Pith citation observations for arXiv:2508.14500.

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

pith.paper-citation-record.v1
2508.14500 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:36:44.398848Z

measured 74 of 74 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:44:20.738162Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T11:26:54.269539Z

Reference resolution

70 of 70 outbound references displayed

verified exact0
verified fuzzy4
unresolved66
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 63d2186c-9008-4906-a97d-e997b06759fc · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:43.460484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d9c561-fcc9-42ba-b5b0-c19044d950af · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:45.012960Z

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.

Observation 823d11b7-79aa-4fa7-8933-7aff45aea88a · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:45.003094Z

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.

Observation a90e3315-4d77-4af2-b43e-3abd451b9d3f · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.993780Z

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.

Observation 2798f5a0-046b-4f84-8c02-df3f151ec59d · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.211658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 758929f0-b2cd-4fb5-94ed-61b102b78256 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.215019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f83e6edd-163f-4525-9242-b15d4ac9a0ca · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.963779Z

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.

Observation 95fdc21d-46ae-4c3f-a9fe-cf51d676f58c · outbound

This paper cites In Proceedings of the 1st Workshop on Deep Learning for Recommender Systems (DLRS@RecSys).

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion In Proceedings of the 1st Workshop on Deep Learning for Recommender Systems (DLRS@RecSys)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:36:44.972708Z

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.

Observation 939cc476-d783-4cb4-b5a1-70e63a66acd8 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.229115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63febe3c-9969-4b61-86e4-faf8940cece4 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.235207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ea1809a-10cc-40b4-bc39-b5cb98190a8a · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.948924Z

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.

Observation 0e4b2df2-b26a-41e5-8dab-9a736f64d8c3 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.924555Z

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.

Observation 5959092d-e346-4e8b-9a65-9a3fecf0978e · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.933515Z

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.

Observation c1a3ee91-02f6-48b2-9155-235d47940b2f · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.915541Z

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.

Observation a7f31d01-cf38-424a-916e-89bd6a226b65 · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.243809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac91ac8-0125-41a0-b378-6097c4bda59a · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.897689Z

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.

Observation b667dbbf-6bba-46e0-a2ad-3249c75a731f · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.906443Z

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.

Observation 58aeeac1-4588-48a7-b4c4-fd62397bfc84 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.258005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc637ea5-38c7-413d-a6f6-e4af2d2adae7 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.255178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b554457-27dd-4fbf-bbd0-607136a51849 · outbound

This paper cites Kingma and Jimmy Ba.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Kingma and Jimmy Ba

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.263764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddbdf068-981f-4ec1-a537-b9ce7b703e2c · outbound

This paper cites Scaling Laws for Neural Language Models.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Scaling Laws for Neural Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.260707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f57fe2c-a4a0-48ce-a098-db0a38462a12 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.861374Z

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.

Observation c350836f-bfa1-467c-971f-3f69f3ee3f9d · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.870508Z

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.

Observation 44a5701a-6e78-4e44-bbcc-68807385bbda · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.843504Z

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.

Observation 107ea756-847f-46c8-8c05-bb8444b59e77 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.852985Z

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.

Observation db3bd4ed-7917-4797-81ea-42fb4ac0eefd · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.281017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364be109-c05f-4a7f-b898-3c76a9f3a03d · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.834721Z

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.

Observation 8dcdf574-4682-4d41-84be-2858b5411c54 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.809507Z

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.

Observation a4535c45-d716-4c1b-a871-42e850d7396a · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.819201Z

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.

Observation 0d2a8af9-255f-4107-83e9-273d1b06f2ed · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.790718Z

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.

Observation c6a19690-e71a-4672-b5f1-b4002010dbea · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.800207Z

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.

Observation de2d6715-83d1-4e24-8444-e9ee29198d57 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.771936Z

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.

Observation d6cc1164-0eac-4da9-a08f-ce535dab9f7b · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.781028Z

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.

Observation f0a48036-2a16-40ff-8cda-99a635b65787 · outbound

This paper cites Improving Language Understanding by Generative Pre-Training.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Improving Language Understanding by Generative Pre-Training

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:36:44.745800Z

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.

Observation 8a948060-f542-4cc2-9ced-d29d91fd82bc · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.300169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c3f6cbc-ef2b-425e-a5c2-7530fc537c4b · outbound

This paper cites In Proceed- ings of the 16th International Conference on Data Mining (ICDM) .(Dec.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion In Proceed- ings of the 16th International Conference on Data Mining (ICDM) .(Dec

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:36:44.755350Z

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.

Observation 670eb05a-1d81-42ae-ba6c-12ed9fb7a3a0 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.716514Z

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.

Observation d8ec6d93-a134-414b-a04e-1e8b50eaf9ab · outbound

This paper cites Language Models are Unsupervised Multi-Task Learners.OpenAI blog, 1(8):9, 2019.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Language Models are Unsupervised Multi-Task Learners.OpenAI blog, 1(8):9, 2019

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:36:44.736316Z

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.

Observation 7bb9dd17-13ac-427b-aa84-b90be2d468d9 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.726033Z

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.

Observation fe68c826-a993-4e3e-a75b-4f665d283402 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.691578Z

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.

Observation 2160af39-023d-491a-9c49-4c1992ee1990 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.317802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2809c059-9902-47f3-b76a-fb218fbbd713 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.700148Z

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.

Observation ad10f433-d2f2-4f07-b691-7db0504b576d · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.664344Z

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.

Observation cf73fb7a-c68f-43ce-8b09-3a543e7f502c · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.682487Z

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.

Observation bf393711-5f4e-4330-935e-cc7939117e55 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.673112Z

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.

Observation ef4ab257-d76d-4a4a-877c-dea95edbb028 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.638866Z

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.

Observation 37a96e95-f63b-4c0f-ad3d-5f990b98d865 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.335018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2b98f4-b46f-47ae-87a8-45938a38726f · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.648769Z

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.

Observation 5f59d97a-10e5-4251-bb7b-7d803bbb8069 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.607798Z

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.

Observation 0fea8a0e-0043-4f4a-b138-e2cbb31061c7 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.343364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e417c87-be56-4963-aa22-af4687cba03e · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.588176Z

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.

Observation e51d9858-a625-4de8-9751-409cf398a400 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.617634Z

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.

Observation 252590de-1344-4332-a4ba-f92c18b72fbc · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.569619Z

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.

Observation 1f480c7f-c490-4edd-a8e9-f354e8304be0 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.597502Z

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.

Observation 1b68fb8a-b7ab-4f76-a1a9-5d04687557d1 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.368461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7f994b-3995-489d-a775-3298c89bf4b2 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.578512Z

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.

Observation 75200d65-293b-4469-961b-a05ea623e1bd · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.374360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e06467-a702-41c4-9c47-554b61c7b4a0 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.560147Z

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.

Observation 89cb1b06-93f0-41cd-8549-07b258d85d98 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.531289Z

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.

Observation 93cc1e40-3a42-42b7-a4e7-3cd9d5b33690 · outbound

This paper cites Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.371474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e74f8ce-beaf-4f61-b961-31a0b5208aea · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.508999Z

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.

Observation 1d0f8635-16f2-42e2-82d8-bbca016349a4 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.377136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3060cf-9025-4eda-85b7-823aff8cc7d2 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.488632Z

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.

Observation 487d3468-fe81-4a20-aeb8-fe6e6e3846a5 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.520190Z

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.

Observation ae4095fd-dab8-4b01-8a1b-71ebcbe81602 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.468035Z

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.

Observation 5aa2b562-3ab0-4d1d-b138-3c0850b7d94f · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.498638Z

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.

Observation b5a760c3-94b6-49be-9170-f6279ae30c37 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:36:44.478176Z

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.

Observation d1919cdf-0ad6-459c-b649-7f73c2c60e49 · outbound

This paper cites an unresolved cited work.

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.398848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00643ce-8ee5-49a6-85c1-e76c9cd3d787 · outbound

This paper cites In 12th USENIX symposium on operating systems design and implementation (OSDI 16).

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion In 12th USENIX symposium on operating systems design and implementation (OSDI 16)

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:43.580333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34fa5d4-7956-4f2f-94ba-3a5637c51aca · outbound

This paper cites In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR).

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-05T18:36:44.347222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f525ca76-c20e-46b3-9749-30a031f2efb2 · inbound

MATT-CTR: Unleashing a Model-Agnostic Test-Time Paradigm for CTR Prediction with Confidence-Guided Inference Paths cites this paper.

MATT-CTR: Unleashing a Model-Agnostic Test-Time Paradigm for CTR Prediction with Confidence-Guided Inference Paths DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T10:44:20.738162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6a7135-5666-464a-a66b-10d50c002896 · inbound

Self-Balancing Gradient Allocation for Heterogeneity-Aware Feature Generation in Click-Through Rate Prediction cites this paper.

Self-Balancing Gradient Allocation for Heterogeneity-Aware Feature Generation in Click-Through Rate Prediction DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:54:03.235287Z

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.

Observation 0d2fbdec-16ac-4504-af09-4cf03a49c146 · inbound

Selective Test-Time Compute Scaling for Click-Through Rate Prediction via Uncertainty-Triggered Feature Path Exploration cites this paper.

Selective Test-Time Compute Scaling for Click-Through Rate Prediction via Uncertainty-Triggered Feature Path Exploration DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:44:39.229152Z

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.

Observation ac78e850-c105-4e01-aac1-f0bbcc13812f · inbound

Dual-Stream MLP is All You Need for CTR Prediction cites this paper.

Dual-Stream MLP is All You Need for CTR Prediction DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:26:54.270887Z

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.