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Paper Citation Record · LEDGER

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction

As of 19 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2508.20865.

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

pith.paper-citation-record.v1
2508.20865 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:49:41.476786Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

20 of 20 outbound references displayed

  • verified exact3
  • verified fuzzy1
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8015b03f-0f97-408f-9c5f-8cee13f5a768 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.708424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.396987Z digest=sha256:3b2758fd24111bee54d4a6103f4c105a85af7f8489cf706fdc02028474fd9640

Observation f6aebec3-692e-4b4b-97d7-9644b8ce3b26 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.697111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.405667Z digest=sha256:bf1beda948fc186bbede4ac38cab3dab14fa7bf566719a4b68c51e216385956e

Observation dd2b4ecd-24f5-4ed4-b2ca-757a7d581db8 · outbound

This paper cites TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:49:41.582018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.413698Z digest=sha256:def638b3777d6038597a5c4c0b2c3c4d8b07ba5ebf24ee32ca05769899e3c9ac

Observation 0206c329-75ce-46d9-8084-012a51205880 · outbound

This paper cites Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:49:41.567585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.420189Z digest=sha256:89752a119a75e7df920515ca97750c0c9fc9d20987e0399d0f372a3ce0d8d132

Observation cd46e140-8f5c-44bb-bc3a-31e6a570a17c · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.685030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.426124Z digest=sha256:548e6e721a9ff48f469bd95b44d784cc5e0e910516795381d0aae61612791e75

Observation f3eeadac-fd1a-4915-86a1-782a6aea8d0d · outbound

This paper cites Deep Session Interest Network for Click-Through Rate Prediction.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Deep Session Interest Network for Click-Through Rate Prediction

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.431282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.431282Z digest=sha256:e13f050bccae2124d9060bb30a4348abf0263b8009c945c6cbd5a0aacf21cffe

Observation 5adbc0ac-9de2-441c-b42b-9198dd4e867e · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.437490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.437490Z digest=sha256:f636164303e239632acf67a8266742cae07e1eff59890a2931eae8d954ced97a

Observation ca459c2c-de28-472e-9d6c-83518fa0a43b · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Categorical Reparameterization with Gumbel-Softmax

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.440816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.440816Z digest=sha256:246ff391367e5f82ca12fca6b953de9f335ef63fa4a23bbb6e0681d57e506809

Observation 2d428445-faee-47da-aca0-1f63dcdcbf06 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.444211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.444211Z digest=sha256:050d0da22c29da0856b1fa388a7e5983583ba24ce99682c552d33cef58701205

Observation 16ce6967-6353-4090-bcd5-0b9f5a5f6a3b · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.658772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.447197Z digest=sha256:748bd958407a66ae6bebbc9a93291916b78c892bb455cfd824e69d6d88fbb6f8

Observation 0706f24f-3e19-4842-b3d3-e577c783d071 · outbound

This paper cites Deep Group Interest Modeling of Full Lifelong User Behaviors for CTR Prediction.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Deep Group Interest Modeling of Full Lifelong User Behaviors for CTR Prediction

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.450057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.450057Z digest=sha256:4c1b78a10c7bedfc01aca7adeeb06d731fe9ca0ed456e6b4a18b9ab80201d278

Observation 1cab3d51-a27a-44bc-961d-23b2f5af4884 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.648769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.453241Z digest=sha256:7359b298122989b28c54b7e5265839a61482da6a8a267157831928b69de9cde6

Observation 4a5cff9f-c993-4320-b7bc-27728a2234d6 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.456354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.456354Z digest=sha256:5cd797d3e13a57bbc5d5c35f8ee7cbb7f2d8ae94e40e078332c778ed88a75cf0

Observation 130a8b38-c5ab-4001-9195-f528c73c5396 · outbound

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

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:49:41.522069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.459469Z digest=sha256:822bb1365ece565b853ad01004f186fb8533457c6753588fa4289c3c85a5c018

Observation 143851ed-49ca-4990-934e-91c5a22e7938 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.631986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.462594Z digest=sha256:b7767df8ecddb9cdf02fc4c77bb9090f7face76d25013156a061585a5c4ea937

Observation f0cc6a5e-b328-4e0d-acb6-c2561a0138cd · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.465257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.465257Z digest=sha256:d2babebd23040c93e1f4023c3aad96dfcc46f94f649141195f9598abb999b5ca

Observation ef2f38c2-a174-4454-aac8-de19045dcb06 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T14:49:41.468157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:49:41.468157Z digest=sha256:035d9ef5920694c35d48650f287762c284fff0b1a476d942af1b6898e83b1392

Observation 15c87457-d5f4-461e-8ed2-84a9be034724 · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.615183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.470904Z digest=sha256:0930b5671628075afb5c2fda7921c23a45f3af14a7e123a2a02e8eeefe38084a

Observation 02f224c6-e7e8-4f52-9ad8-6a4763d5cc0a · outbound

This paper cites an unresolved cited work.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:49:41.593361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.476786Z digest=sha256:23714ffd391241d22d490f076ce3b1c0c42a27a63d188be0b6926ead199d8c6d

Observation 3463c34f-8c75-4ab0-9d53-2877683fbdca · outbound

This paper cites InProceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction InProceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:49:41.604913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T14:49:41.473773Z digest=sha256:380449c85993b872c8d61266b3abd0795e02e29f4ece3f65483cd8832abaf5fa

Pith citing papers

No inbound Pith citation observations are available.