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Paper Citation Record · LEDGER

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2602.12354.

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

pith.paper-citation-record.v1
2602.12354 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:53:33.108150Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03088850-ecf0-4127-9bc9-4710e0a2ad25 · outbound

This paper cites Layer Normalization.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Layer Normalization

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:30.910762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:30.910762Z digest=sha256:9b8a8c50125de0e7d4e5328be8e02cd69d873c790da09536431c37cc0ef34a53

Observation 0fcf265e-1697-4239-8dc9-a0baaefa47a6 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:30.991740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:30.991740Z digest=sha256:54b64742945f614679065249cb5b91e65b11da2e0c7b722c742e18838def9dfa

Observation 29042a56-f408-4dc3-aaaa-409acdc1c8b3 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.074620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.074620Z digest=sha256:3aff2a78fdd555d486aa76bbc881cc3836b89d395c18434ad1b9e7f12a3b817b

Observation 17d8dddb-0a8e-42dd-a483-c667b6c018c1 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.166581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.166581Z digest=sha256:25ed533247c566dc811ad59ab3090596a911937a93ca1a58102055f4ca25ccee

Observation 35ab830f-c8c3-46f4-a555-092102811f56 · outbound

This paper cites Highway Transformer: Self-Gating Enhanced Self-Attentive Networks.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Highway Transformer: Self-Gating Enhanced Self-Attentive Networks

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.219993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.219993Z digest=sha256:32f85f53d837be880085294c9c840a3d4f22c0b5b93344344392be67932df0b9

Observation 537f5438-2084-4110-812f-375584e32b27 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.325980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.325980Z digest=sha256:1d3289b5cccffaf5dead94c3ea92ca358cbee65f9071398a88809ecba8a1bf3c

Observation e6ed9dc7-68a9-484a-9833-0646228e92ff · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.432338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.432338Z digest=sha256:3b63c7bd36cb896a12590b5110df44d4d32b94abdb32052759b30bcfa9229055

Observation e8188de7-c085-4a5c-b8f3-542645df10af · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.596637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.596637Z digest=sha256:6a3976ddf3b5b63b2fb2aa13a5796d0776ded762df0d3f832e6bb98f59a2ddf9

Observation fcaf0fde-34f6-4fc5-ab56-94de690bc465 · outbound

This paper cites Introducing JIRIAF: A Virtual Kubelet Integration for Optimizing HPC Resource Provisioning.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Introducing JIRIAF: A Virtual Kubelet Integration for Optimizing HPC Resource Provisioning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.699246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.699246Z digest=sha256:439d4d9cb0138be15c11d8676d4f9607ab9e22a4359a512b505894bd382de502

Observation e63573ad-47dd-4815-9992-148daa7c0d8e · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.764995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.764995Z digest=sha256:d8d685d0bd67b68900e63095ae4aaffff8bfdf3392da9cf2607882d2d753846a

Observation 8605a578-ee30-4c96-9b59-4536027160cf · outbound

This paper cites MTGR: Industrial-Scale Generative Recommendation Framework in Meituan.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking MTGR: Industrial-Scale Generative Recommendation Framework in Meituan

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.863675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.863675Z digest=sha256:d3fc55f59c28d870e06a9a50becd0a35530fcc1a61b0386fe64e23642ddb965e

Observation 5adb14d8-8083-48fd-804f-332757243567 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.929732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.929732Z digest=sha256:16be81c9b40fe19f0470d1a90cd4185a6c56ad124c86e553587e07cb16216a97

Observation 0274b8d4-ad9e-4c00-8d5b-5f88b68bf725 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.028719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.028719Z digest=sha256:20d9c19150c8610b84c9e3d92eb17e7372cdcc8da22ebe4b85ad6dc676c5cbd4

Observation bbe256f4-e811-49e4-9cee-bdf27aa0c7d9 · outbound

This paper cites Self-Attentive Sequential Recommendation.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Self-Attentive Sequential Recommendation

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.091864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.091864Z digest=sha256:c4a5b5f030090fe6f86850bf8e07c2e9bcda8d3f60c379ab96fb02322e17cfc2

Observation 31b90ec1-4ed2-44ac-931a-95a6e70a96b1 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.173815Z digest=sha256:0dd442ccbd5f33c685fcc1c295a90476f7ca639f0d514e4508c520bb415a15e2

Observation 4f0694ea-c6d7-411f-82fa-3d7a26e97c10 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.242243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.242243Z digest=sha256:8d59a98312855b01d23b4eb0ed1ce3a34e2f94cb8f5f24f1230716242d25ed8b

Observation bb1b8f1f-518a-43ca-8b8b-2da827b2accd · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.336502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.336502Z digest=sha256:c31e595b07eaad3c491c4fc51b8b93f7df97bf1ceecb7b2ee7745fc4c3259c02

Observation 360245db-627f-4dbe-9e26-671337d210fa · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.391644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.391644Z digest=sha256:bfaf6cd9589c47f6d1451bc19c209b05d28b7de13fabf961ba08ac27080931fd

Observation bea1060b-ac22-4ebf-9605-51d4abf42fbf · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.443469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.443469Z digest=sha256:dd14b81dd0ca2cb75c0a373266a073e9194716adaf1738e31004abfc9da8e0da

Observation a7d529c1-ba16-44b0-9a09-7670d0c829e9 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.505481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.505481Z digest=sha256:159010e780aeb244e9a610f94e1eaa9ae2b8c3719b862018773b4143444d4871

Observation 3514b73e-4ec8-4ae2-9451-c838a01c5e21 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.566517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.566517Z digest=sha256:f343bac8c8bccca6b5d8c2ddc6701f9beac027ab9e7979e20ecd1d19d13a13c0

Observation b7e4ff81-017a-46a6-ac95-c34c1becb1c0 · outbound

This paper cites BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.613789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.613789Z digest=sha256:4ae375167be3318313e317cf562c56e5199e3713c5ec11de1b8195b6b82fc964

Observation 466b9146-fb45-4e70-9d63-96ef46352679 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.662842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.662842Z digest=sha256:d9b65cad9c454da78f22719721917e4398ff6b6abb2b2f7406b557bd4d9a9575

Observation a77ddf9b-c0d9-4fd8-8cf4-ac563d80af26 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.716304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.716304Z digest=sha256:e8c6c376283424b09d917f6c37c5cd5a14384f2628a44da26609f57c737083cf

Observation 86e0ec14-1378-46fb-a73f-6e0e28336bad · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.759247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.759247Z digest=sha256:ae1200f09bb3008a989f07dd15652c6e01b596f86f86b9196231f96711800006

Observation 08d8d921-d597-484c-960f-c17a910097e1 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.815405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.815405Z digest=sha256:ad4a66bcd2abc67f13ba170592d28042cfc347b569a415d35d4ef365a4da802c

Observation b3cc104f-683e-480f-971d-ab2010f55d31 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.873219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.873219Z digest=sha256:1e606f97392901b3a049d8d036033fb1009d63e2bfdcadc7b0b1e3cfc3321a7c

Observation 38d5eff6-6edf-40f7-bbe7-1ca7432d7f83 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.924757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.924757Z digest=sha256:70ca48409111dce45ed3e6919adeab96507fa2081ef1492a31df819d250ee5c1

Observation 823deab9-7057-4c3e-9a0f-eacd79527c9c · outbound

This paper cites Qwen3 Technical Report.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Qwen3 Technical Report

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:32.991577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:32.991577Z digest=sha256:9cf8d66097b25c43c0c5f78877b25eb36a75bc4d96eef05a303b2f6cfb63c6ca

Observation 8310054d-9f5e-4424-9a1b-6cc5725d2a61 · outbound

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

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:33.048276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:33.048276Z digest=sha256:75d110851ce3b0d1dac3a073bb57a3c46caf713554f760c0097c76e6f3eb3b88

Observation c50d625b-959b-4bf7-9f82-a2b09f8d956f · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:33.105165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:33.105165Z digest=sha256:8c70874c8d150d19ea4d5b2af2ff18b0fb003f91ccc6d2705da3142ab7265e3a

Observation 2849d4a5-3895-4c7b-8e29-738ed40c3696 · outbound

This paper cites an unresolved cited work.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:33.108150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:33.108150Z digest=sha256:e039d0a8aba83e856c79acde8effb280a623225b373f6ef8ec18659b96b44cd0

Observation ce3930eb-03bb-459a-bbee-e7b7ed85d0c0 · outbound

This paper cites InProceedings of the 1st Workshop on Deep Learning for Recommender Systems (DLRS).

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking InProceedings of the 1st Workshop on Deep Learning for Recommender Systems (DLRS)

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.487278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.487278Z digest=sha256:5731f228baba9a18b1a8d1842a280a8772ef8d4bcca168958ee969394c3b4759

Observation 8094a77a-dc08-49ba-87fc-145fbe6492c9 · outbound

This paper cites Efficient user history modeling with amortized inference for deep learning recommendation models.

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking Efficient user history modeling with amortized inference for deep learning recommendation models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:31.977661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:31.977661Z digest=sha256:481d5db97b27548fd521aad22bf45ff105f802677a08d3771f7ddbfa5223e988

Pith citing papers

No inbound Pith citation observations are available.