Paper Citation Record · LEDGER

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching

As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2506.18382.

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

pith.paper-citation-record.v1
2506.18382 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:54:43.077413Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

43 of 43 outbound references displayed

verified exact0
verified fuzzy4
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 366ff83a-2518-4c16-b99c-d98589db14d9 · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:42.919781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb942d96-d422-47ea-8a09-b272e886507f · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.550536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 62544ff8-c665-431e-a874-bf55137f6f8c · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.540194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 261bbfab-946f-4afb-849b-9b3f56233c7b · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.529895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8f7f56d9-348e-4978-a8da-1b638725ed75 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.518909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eee93f6b-a1a6-4600-be21-480f5f96f8ca · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.508385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a28ed61-be43-4a1c-bdaa-57746aa50252 · outbound

This paper cites Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:42.944354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c562f2-7fbe-4c39-9cd8-019de73ebac2 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.496880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3fdc0076-bc44-4e6b-b111-e63b0ded4d16 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.485741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29bffb59-ac89-42d9-84c9-99b287ad37b5 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.474951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 733ed5d0-e1a7-4ec1-ae8c-85d700d6641a · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.463346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f313af6-993d-4346-84e1-77149c676edd · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.452463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24e01726-c624-4e84-bb59-900f0436354b · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:42.965686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0571e9fa-6264-4e7b-ad05-17cd04bc3f0f · outbound

This paper cites Adam: A Method for Stochastic Optimization.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Adam: A Method for Stochastic Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:42.969594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99f6247-d0f8-487a-a61f-2daf663a18f6 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.434300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 81c9bfb7-6a99-4840-8fad-c4a68e7466e5 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.422878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ebec5e83-e234-4126-b2da-c6533854881f · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.412593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63b85568-cb20-43ba-a623-2cc060cdb080 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.402288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 918a86c2-6170-47dc-ad00-badf05ef44ae · outbound

This paper cites Vector Quantization for Recommender Systems: A Review and Outlook.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Vector Quantization for Recommender Systems: A Review and Outlook

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:42.988241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d32d7f7-017d-432b-af38-26036677f168 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.391671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89bda506-a7b2-4013-9c94-267f3156e207 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.381124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 424f4c22-94d8-4937-b83d-7e95a00c5762 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.000041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35016730-8386-4344-a9ed-d2571fba0e4c · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.352303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e04f45f5-3cd8-4893-b188-62d6a15f374b · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.341405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1286384-fbb3-4a96-ab56-b0d40444d80a · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.015322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5591bbc2-61a4-4cb3-9159-ad9d43b0b1b7 · outbound

This paper cites Multi-Task Deep Recommender Systems: A Survey.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Multi-Task Deep Recommender Systems: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.018874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46211bd6-41ef-4b9e-9382-ca8c31f66d3e · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.322412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8d86f83-4284-4cbb-96c9-ca2efebb4f74 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.299793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9762a4b6-f76d-41ba-9a87-588ef9705e57 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.285125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c383364f-24a4-4925-bebe-090dff6eab46 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.272773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 04712412-b9db-40da-80df-db89d69bc6a4 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.041041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcc8aa3-c7df-43c3-a4a2-7c350e1e0fa0 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.044488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01141245-5a30-447f-a802-61a33cb914d6 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.247994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c76fef1-5edb-4c3a-b9f9-76474e2dce1b · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.051300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d552e754-01f0-4fc4-bf88-e3caec678b73 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.220326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 780c78ca-114f-4c4a-9cd3-04e8d5590711 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.209210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 744ee60d-b23f-4a0c-b5ab-ea4f68c4eb4e · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.198423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65995274-e08a-4ec0-828f-1150dbf92a54 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:43.069631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f28fc194-61c9-4afc-a570-06f76c53d0d6 · outbound

This paper cites an unresolved cited work.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:54:43.166844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb197791-1e6d-4883-8008-9c0eba9591df · outbound

This paper cites In International Joint Conference on Artificial Intelligence.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching In International Joint Conference on Artificial Intelligence

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:54:43.179319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b48e7a4-ab5d-4bab-97e6-8149c3e59deb · outbound

This paper cites In ACM International Conference on Information & Knowledge Management.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching In ACM International Conference on Information & Knowledge Management

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:54:43.364345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5f1387cc-a039-4787-ac8e-c9fcbf1e1ba3 · outbound

This paper cites In ACM International Conference on Information & Knowl- edge Management.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching In ACM International Conference on Information & Knowl- edge Management

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:54:43.231067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9ebea7a-7680-4c8f-b3c5-54448272ae13 · outbound

This paper cites In ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching In ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:54:43.310698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.