Pith. sign in

Paper Citation Record · LEDGER

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking

As of 6 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 2026-08-06T06:34:29.942622+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=sha256:69170eced990b1efb0d3114593288e6911075d75de6c19c9a62389e27fbb8484

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:a6a978d75c14b85ddbf951d19b017b081bec02871469ae77f05958599c3d8fa9

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:a6d82d9180014f6e7b53c98ba39865a73daf77a78f8eb65621fb1616f5b51a8c

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:b273baf5a677f3a343f8c5f988d8846338cfa5968059a010a4e36b0174bbc912

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:c1743c8861c37ff66df74ef8c0b5964d0c8442312567a6be27a50ed69a003221

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=sha256:87402908af41a581fb951554e68dc1149a2413934e931e4f40229fa2ba1e37f3

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:b77268038b4908065615372e3ad42dc153d97d9f470b831684ea2272eacf6e39

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=sha256:9f19cdca19fd14659668506666d71ff42fb59bb3a20cedbebc78ccac07ec2de9

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:a268020604bf6278c652bf0d5dce6c2a695163858ebc8054d4327a85cbf89d53

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=sha256:041c446caef71c6be9a62899660dc831728667296a08f65b13526a822fa00211

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:bb04e8f755916d6c104d287a068e10482e3d8e8e65d5d08c5300a04dbaf1c5f0

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=sha256:4d23960f292439246070d9905e2d7cce1a592d31dff0ff17c726adbf5ac8b79f

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=sha256:7de5af7bd46aeaadf5618ad8906e243ed1dc28d5b1b62bd88e1f7934a2cb8edb

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=sha256:8c973d9579eb8b937c783d471a7530f3d5b30ff3f11f3169d6e35f1601702894

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:ee966b12f09312aaec98b4ea7fe4cc269c4df2d6e33f3af238b20e9bc4f77071

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=sha256:52926ef4f26f1394a784cb6bca2811c2c00290f2b44504ce5774fe61b6969210

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:b4431d93cf4c5d30b3d25a06902b152bde776f9e6ce86104e2a5bddde8ccb0c9

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=sha256:617ef780b364171077b0547f3f1c7ea8b55ce18b74d82fd29cf2aaa9bfd49f52

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=sha256:0f524e15085ebbdeb9765c0a41a90956df6ed1b09382d9c00f3d2ad27e25ae58

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:e2e3721ebcf815d421aacf2b58169c4c32903eba65ab58190cf0258d0032b976

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=sha256:38189347cca6ec7af3251484a2ab56c2ccc4350e20dd7e38079e681f8e460eb2

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=sha256:0c7905d91270fed17fd0fc46f1b446caa98071a67fe46f801e3d557e2478bfe8

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:dd0ce162c704b324d6da52860fd325c2eda42fd824f0b6dee8c88455c172f01f

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=sha256:0143cecc60454ee87b86b88a724920137baff9346d40f6cdb7f13a659ed4b504

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=sha256:439c5d3959f7b7a16104f9c398ae6a97f807cc15dc3bc8bd8bc4faff3e803746

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=sha256:471bfdf9306a89023c679d0a1133bd99b6d5a2b904eed32f12e8688f10e64293

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=sha256:72b8f9f67214664dd7ed71309345d7817efae7ca606d4a29dee4f2131f427761

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=sha256:5fa49cad487c92d578a48209f4eb487067fbea02ac603db3aebb4a23f2eb8893

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:da4dd6d0afd0aa01a6be7eb78a64b551d5505661e688b4de0bdb34ff66187406

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=sha256:4da64585c65a92800a6180b751be2f5ee1e8d3b2bf6182b5c395dad32963f0e3

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=sha256:87601c761e6b217bcf127581455d1fc5f4c44ea434bdd5459f4d8271c2f8e580

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=sha256:262fcc17b532b85e609d4c2d67afdf81594ca9a3b1b3ddb2ae6f4c08d46b222c

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=sha256:30ef6bed1c5ddf8ea0dd9029d8024e2f5163e4b3d58e0c1eae618f87d5ee09c0

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=sha256:81a51373e4fe89334ee4f523293a60f245226b495197acc060e51033f002dcad

Pith citing papers

No inbound Pith citation observations are available.