Paper Citation Record · LEDGER

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation

As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.07055.

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

pith.paper-citation-record.v1
2608.07055 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:42:21.906516Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

39 of 39 outbound references displayed

verified exact2
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a6ed5389-266f-40c1-a387-e0c2174eb1dc · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:42:23.228684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 54f71b4e-4b4b-4e1b-8998-12055aa7bcfb · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.675786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01cbf113-9469-4a4d-ae40-bd4c82e465ca · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.683050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa15c859-9e13-45da-878e-5cb610b267b0 · outbound

This paper cites Kwai Summary Attention Technical Report.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Kwai Summary Attention Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.693229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c7279ab-427c-49bd-b02a-886efe2f5d15 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.699714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f94eece9-982e-45b7-a0bd-628240676fcb · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:42:23.178225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e5ac5916-b25a-4cd5-9ed6-efc99e490ca2 · outbound

This paper cites Rec-Distill: An Industrial Distillation Pipeline for Large-Scale Recommendation Models.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Rec-Distill: An Industrial Distillation Pipeline for Large-Scale Recommendation Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.715657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b13d39c4-787a-4ee0-838a-539b3f5212e4 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.721415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e76f2450-0576-4f14-a790-da4c7f182d1d · outbound

This paper cites Make It Long, Keep It Fast: End-to-End 10K Long User Behavior Sequence Modeling for Billion-Scale Douyin Recommendation.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Make It Long, Keep It Fast: End-to-End 10K Long User Behavior Sequence Modeling for Billion-Scale Douyin Recommendation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.726663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11947bc1-817b-48ff-99f6-2aa8c4301f8f · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.732378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e3ce66e-7303-4546-b81a-d4f8b354a844 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.738415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0470a710-669d-4591-8b3f-13e95205c80d · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.743910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e9d28a-a172-4dcb-887e-9adf6c4c08af · outbound

This paper cites LoopFM: Learning frOm HistOrical RePresentations of Foundation Model for Recommendation.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation LoopFM: Learning frOm HistOrical RePresentations of Foundation Model for Recommendation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.749271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfd99ae3-6077-4b98-98e3-5a1a3c6cd7e5 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:42:23.125391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 45c502d9-b692-4cc1-8538-c3d42606d780 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.759801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553a08a8-bbe5-46dc-94ca-b32e585ac4d4 · outbound

This paper cites VQL: An End-to-End Context-Aware Vector Quantization Attention for Ultra-Long User Behavior Modeling.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation VQL: An End-to-End Context-Aware Vector Quantization Attention for Ultra-Long User Behavior Modeling

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.765330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72c9b625-bc1f-4059-81e5-d0fb6c671fe6 · outbound

This paper cites IAT: Instance-As-Token Compression for Historical User Sequence Modeling in Industrial Recommender Systems.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation IAT: Instance-As-Token Compression for Historical User Sequence Modeling in Industrial Recommender Systems

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.772049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7370439-8dba-49d8-99a8-fa3402a431c6 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.779460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93280cd2-ccf6-4220-a970-c23d04d061af · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.785597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fedbe98-2cc2-429e-80fd-3c45a0ccd207 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.791598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59cd97be-0f1a-485b-ab12-9c2076b27570 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.800250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ea440b-113a-45e8-9683-493fcf336a3c · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.806089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4577454-96a9-4728-88c8-5937317652eb · outbound

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

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.811030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e8fbb06-30af-48aa-9436-9eabedc582b9 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.816453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490f5d9d-86b4-41d3-9816-b1c7f3bf0155 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-10T15:42:22.428367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d4720c32-a1e3-44bd-a448-e044adddbbb1 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.827448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d470733a-5528-4ce5-89da-df2e27e17c5a · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:42:23.022150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 12e2688d-a92a-4dc2-a71c-88d057e988c6 · outbound

This paper cites Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:42:22.285608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8ad03a8a-1e9a-4921-995d-9e2ecc75ddaf · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.844059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e284b5d-0347-4da3-ba8e-2c514d5ec734 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.850155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91065b4-4367-4d6a-85ce-86294ffd45a4 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.855403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88641728-22a2-4e7a-95ba-200fc580a391 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.860496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ca2628-e9c3-4df7-b5a1-97178981b9e3 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.870143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d8f296-75fa-4349-a0b5-e30ecd495439 · outbound

This paper cites HiSAC: Hierarchical Sparse Activation Compression for Ultra-long Sequence Modeling in Recommenders.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation HiSAC: Hierarchical Sparse Activation Compression for Ultra-long Sequence Modeling in Recommenders

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.875737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5a0eab4-6509-4d05-98de-26e8332a7d78 · outbound

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

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.881862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67641885-8cf0-480b-822e-7618da32e8f0 · outbound

This paper cites Large Foundation Model for Ads Recommendation.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Large Foundation Model for Ads Recommendation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.887390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b26531-b85e-458b-a163-28388b5e5833 · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.894403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb998209-ccda-4eaf-b3b3-fa5c31a2656b · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T15:42:21.899527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d8ecb26-3cae-46e2-aa2c-08f615407f1f · outbound

This paper cites an unresolved cited work.

Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:42:22.831082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.