Paper Citation Record · LEDGER

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform

As of 10 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 2 inbound Pith citation observations for arXiv:2507.12704.

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

pith.paper-citation-record.v1
2507.12704 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:47:31.938061Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:30:08.335045Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T18:30:16.949717Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae7020ee-9e69-44fe-9369-1f9a80f2fb88 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.810915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f7de829-bb9e-4d82-92c4-728dba5d156e · outbound

This paper cites M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.861404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77a8bf2-726b-4998-b1f5-e8c653f991dd · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.864366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c41b75ac-0ff1-4a84-bb71-1f2706c0f0f8 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-06T16:47:32.058904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c206bcd0-f3dc-470d-9d61-338c48093bad · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.869444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7837f0d9-9d8c-4e05-951a-9ec18b20b32f · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.874863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef38ac7-1c34-4c18-bd9e-64711f2724cf · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.801422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 90589329-e1fc-4f95-abd9-7605d6add936 · outbound

This paper cites Foundation Models for Recommender Systems: A Survey and New Perspectives.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Foundation Models for Recommender Systems: A Survey and New Perspectives

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.879332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ae5f0b4-f6e6-44c2-a580-f7205efe2427 · outbound

This paper cites SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:47:32.608178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cf2e0412-540f-42df-b1ac-face3716f3bf · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.883999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989f5499-e68c-47a6-b5ed-c62f2bac9808 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-06T16:47:31.886622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23341624-fcda-4b11-bd50-bc84520e9e6e · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.795047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 07c1218e-4f7c-43b9-a57c-2a30ab3652fb · outbound

This paper cites FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.893525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94882400-4746-4058-8341-554a27a5bb6e · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.895885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2387c6e-c2dd-424a-90a5-e52d35fbc46f · outbound

This paper cites External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.897809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f44708d-44f4-4de8-945b-6b82b8996a4f · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.900421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e738407e-c7a8-4afa-b6e1-9d877b959c22 · outbound

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

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.902508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e5579ae-c7d8-4cf5-b464-ea13f8bc286f · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Representation Learning with Contrastive Predictive Coding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.904952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7baeef6-abd8-4aa9-b4ce-d4dc584a958e · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.906901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af25dbf-30fb-4d79-9e5c-371198baf159 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.909199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21170a8-29ee-406a-9b08-4b55cc6c7089 · outbound

This paper cites Tran, Jonah Samost, Maciej Kula, Ed H.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Tran, Jonah Samost, Maciej Kula, Ed H

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:47:32.784508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1fd7e2ed-c783-4a05-9fa7-16e4d7ffef5c · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.913518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2cb7a8d-2af5-4edd-9fc4-cc32e8f63423 · outbound

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

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.915813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad9ea9e-c2bb-4a28-bcef-a1c778d629c5 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.918027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06fcd5a5-cf6e-453c-bf80-76522c102ec7 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T16:47:31.960330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 79df79e6-f914-49ee-8a4a-e352ad5e48a0 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.922174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e9b309-ad5e-4b3e-b5b9-619ed5f8ffa5 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.777990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ebbfc942-e925-49ee-b916-55b42227a792 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.771342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f8b2d9c-d1aa-4d9a-8512-2954934642bd · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.765086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f91cc0a7-0cbe-49df-8aad-a092dfc928d4 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.934134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1cbb14-4435-4840-a164-e3da8e349219 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:47:32.758842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca3f756a-d0f7-4e48-948d-bcefdf1997f9 · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 1068

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.938061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ebda42e-89ff-494b-9530-de9a2aef2faa · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Session-based Recommendations with Recurrent Neural Networks

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.871913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7187bb67-a1e0-459c-8b5d-5ec32e89ef3f · outbound

This paper cites an unresolved cited work.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:31.891407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 98c6fa3e-8d92-4372-8bdb-0040680e5d00 · inbound

Large Foundation Model for Ads Recommendation cites this paper.

Large Foundation Model for Ads Recommendation PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T18:30:17.044023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 49e24c17-d79c-4be3-867b-b576a4c9d895 · inbound

Clinical Audit Logs as Multi-Axial Traces of Care Delivery cites this paper.

Clinical Audit Logs as Multi-Axial Traces of Care Delivery PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T23:32:07.340343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.