Paper Citation Record · LEDGER

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2506.21624.

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

pith.paper-citation-record.v1
2506.21624 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:10:40.074686Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T20:16:41.386647Z

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 exact1
verified fuzzy11
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 57db4812-a76a-4c09-bb76-80f960e0a8a6 · outbound

This paper cites an unresolved cited work.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:10:42.739698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9bf6f70f-c510-4aac-ba06-7d0a5e69b6a6 · outbound

This paper cites Higher-order factorization machines.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Higher-order factorization machines

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:42.555487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61472b3a-0bcc-4685-b64a-4afac296ad7a · outbound

This paper cites Recommender systems in the era of large language models (llms).

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Recommender systems in the era of large language models (llms)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:42.377883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ddf20d0-fe0a-4084-869c-0e1a20c1a28a · outbound

This paper cites B., Kamma, L., and Green Larsen, K.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation B., Kamma, L., and Green Larsen, K

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:42.199638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3cd6332a-13ce-49ac-b052-77919c5f1475 · outbound

This paper cites Learning to Collide: Recommendation System Model Compression with Learned Hash Functions.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Learning to Collide: Recommendation System Model Compression with Learned Hash Functions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:38.446866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d66aaa7-478f-45fd-af09-521ab1c624ac · outbound

This paper cites Field-aware factorization machines for ctr prediction.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Field-aware factorization machines for ctr prediction

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:42.061531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c13687e-da85-41a5-96fd-475c0467049e · outbound

This paper cites Embedding compression in recommender systems: A survey.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Embedding compression in recommender systems: A survey

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:41.899587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e20fe1db-385e-44f1-b4a3-caa7bc29b650 · outbound

This paper cites Monolith: Real Time Recommendation System With Collisionless Embedding Table.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Monolith: Real Time Recommendation System With Collisionless Embedding Table

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:38.672478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f19b716a-cc71-4603-bcb4-1e895f6911e2 · outbound

This paper cites L., Zhao, W., Pan, S., Sun, Y., and Lu, Q.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation L., Zhao, W., Pan, S., Sun, Y., and Lu, Q

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:41.579943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a202206a-940c-44a6-b1e2-c2fb98416e88 · outbound

This paper cites Factorization machines.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Factorization machines

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:41.253048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4c88b24-1836-475f-afd1-59566a50a3d1 · outbound

This paper cites Polysemanticity and Capacity in Neural Networks.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Polysemanticity and Capacity in Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:38.959206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc02c76d-0df5-4ab2-97b0-c378852d4b37 · outbound

This paper cites A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:10:40.223796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b93df7c2-1ad5-4c13-ad87-721ec92d6b73 · outbound

This paper cites Autoint: Automatic feature interaction learning via self-attentive neural networks.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Autoint: Automatic feature interaction learning via self-attentive neural networks

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:41.112772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fcbef2fc-8658-4e58-ab07-46fa3e009bea · outbound

This paper cites Deep & cross network for ad click predictions.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Deep & cross network for ad click predictions

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:40.941005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2787120c-35d2-4a12-84f7-5f3ea0c63749 · outbound

This paper cites Dcn v2: Improved deep amp; cross network and practical lessons for web-scale learning to rank systems.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Dcn v2: Improved deep amp; cross network and practical lessons for web-scale learning to rank systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:40.799399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f275f8c-ebaa-403c-8be9-fdad4875bc68 · outbound

This paper cites Graphfm: Graph factor- ization machines for feature interaction modelling.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Graphfm: Graph factor- ization machines for feature interaction modelling

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:10:40.635368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e82808be-75b4-4f82-99f6-c2c274c0a092 · outbound

This paper cites an unresolved cited work.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:10:40.458391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c589f37-c681-4d89-bfc9-24e1d005a59c · outbound

This paper cites Real-Time Bidding Benchmarking with iPinYou Dataset.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Real-Time Bidding Benchmarking with iPinYou Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:40.047624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef39f104-a21f-488c-971f-200eb9ff423d · outbound

This paper cites Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:40.074686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c23e7a3-27c8-45da-9fe1-37b35f16783e · outbound

This paper cites an unresolved cited work.

DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:38.128425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fd9a34ba-0707-4d05-88dd-f9315ccd0000 · inbound

Building a User Foundation Model for the Open Web cites this paper.

Building a User Foundation Model for the Open Web DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T20:16:41.386647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.