Paper Citation Record · LEDGER

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising

As of 20 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.06167.

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

pith.paper-citation-record.v1
2412.06167 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:01:50.287010Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

45 of 45 outbound references displayed

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verified fuzzy43
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07fc5ebe-9886-4dc7-8016-dfb8072c058a · outbound

This paper cites Understanding programmatic creative: The role of ai,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Understanding programmatic creative: The role of ai,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.800897Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1fe24805-5366-4beb-9442-23aa102dce42 · outbound

This paper cites Ai advertising: An overview and guidelines,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Ai advertising: An overview and guidelines,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.790323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64247d0f-394f-4be3-bb26-94e832c34e81 · outbound

This paper cites Dynamic creative optimization in online display advertising,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Dynamic creative optimization in online display advertising,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.780814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4389404a-670e-458a-948a-e1f9216be0c7 · outbound

This paper cites Dynamic creative optimization in verizon media native advertising,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Dynamic creative optimization in verizon media native advertising,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.770932Z

Source-reported events for the cited work

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Observation 0930d1bc-3ed3-4e07-94d8-8b6fd009e3af · outbound

This paper cites Vinci: an intelligent graphic design system for generating advertising posters,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Vinci: an intelligent graphic design system for generating advertising posters,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.759798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 007983dd-8fff-4f8a-b491-3ca166230286 · outbound

This paper cites Graph representation learning for merchant incentive optimization in mobile payment marketing,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Graph representation learning for merchant incentive optimization in mobile payment marketing,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.748442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 006c6a2d-ba93-4108-a01f-698bf8493f0e · outbound

This paper cites A unified framework for marketing budget allocation,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A unified framework for marketing budget allocation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.736628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e628273-94d1-47f7-b580-424bbc371933 · outbound

This paper cites Adversarial learning for incentive optimization in mobile payment marketing,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Adversarial learning for incentive optimization in mobile payment marketing,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.724728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 22939170-4120-4dba-a730-005032d31257 · outbound

This paper cites Gaussian processes with monotonicity constraints for preference learning from pairwise comparisons,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Gaussian processes with monotonicity constraints for preference learning from pairwise comparisons,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.715021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb93ac3e-c636-4150-a973-f470575bcd8a · outbound

This paper cites Cost-efficient fraud risk optimization with submodularity in insurance claim,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Cost-efficient fraud risk optimization with submodularity in insurance claim,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.704614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad6765eb-895e-4b93-b3b8-80d5fce878c9 · outbound

This paper cites A multi- stage framework for online bonus allocation based on constrained user intent detection,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A multi- stage framework for online bonus allocation based on constrained user intent detection,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.694165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c24630a-013f-4483-b026-6158ff64a791 · outbound

This paper cites End-to-end cost-effective incentive recommendation under budget constraint with uplift modeling,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising End-to-end cost-effective incentive recommendation under budget constraint with uplift modeling,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.681664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3667a4ce-0a54-461c-84e6-6e8d5e0570d0 · outbound

This paper cites A survey of deep long-tail classification advance- ments,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A survey of deep long-tail classification advance- ments,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.670528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1288cfc2-d099-4254-9343-69b08333aaf7 · outbound

This paper cites Distribution alignment: A unified framework for long-tail visual recognition.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Distribution alignment: A unified framework for long-tail visual recognition

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.658766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fea90db4-61a2-4a83-894e-4ba4dfe3481f · outbound

This paper cites Multi-Task Learning with Deep Neural Networks: A Survey.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Multi-Task Learning with Deep Neural Networks: A Survey

Reference 15

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Source-reported events for the cited work

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Observation d98bba8e-cb18-47fb-a59d-148ec89f73af · outbound

This paper cites Deconfounding duration bias in watch-time prediction for video recommenda- tion,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Deconfounding duration bias in watch-time prediction for video recommenda- tion,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.648283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 94525e89-9166-40f2-b667-98490acfece5 · outbound

This paper cites Cread: A classification-restoration framework with error adaptive discretization for watch time prediction in video recommender systems,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Cread: A classification-restoration framework with error adaptive discretization for watch time prediction in video recommender systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.638687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70ec7c50-d8f6-4d2a-9866-458351440ae8 · outbound

This paper cites Tree based progressive regression model for watch-time prediction in short-video recommendation,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Tree based progressive regression model for watch-time prediction in short-video recommendation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.627927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 450008d3-997b-4e9a-911c-6b555d0ce729 · outbound

This paper cites Lbcf: A large-scale budget-constrained causal forest algorithm,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Lbcf: A large-scale budget-constrained causal forest algorithm,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.617365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4678c969-4376-421a-b492-22ed6cb54e18 · outbound

This paper cites Direct heterogeneous causal learning for resource allocation problems in marketing,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Direct heterogeneous causal learning for resource allocation problems in marketing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.606950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0333091a-44ff-41d8-a3ff-2a618efa2354 · outbound

This paper cites E-commerce promotions personalization via online multiple-choice knapsack with uplift modeling,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising E-commerce promotions personalization via online multiple-choice knapsack with uplift modeling,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.595556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 58e6f365-4c0b-4a66-89d8-b5a16e9a18eb · outbound

This paper cites A framework for multi-stage bonus allocation in meal delivery platform,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A framework for multi-stage bonus allocation in meal delivery platform,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.585286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4fc2af75-7cd3-42d5-9f6c-b64475a30933 · outbound

This paper cites Spending money wisely: Online electronic coupon allocation based on real-time user intent detection,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Spending money wisely: Online electronic coupon allocation based on real-time user intent detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.574466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d931ab2-de3f-499d-be8e-6d741ca3ae49 · outbound

This paper cites Online display advertising markets: A literature review and future directions,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Online display advertising markets: A literature review and future directions,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.563990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f75f822b-23e2-447f-9e89-2f2b926656cd · outbound

This paper cites Automated creative optimization for e-commerce advertising,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Automated creative optimization for e-commerce advertising,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.553180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d655e7f6-55cd-4b17-8634-9159249cf584 · outbound

This paper cites The impact of visual appearance on user response in online display advertising,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising The impact of visual appearance on user response in online display advertising,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.541519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26bbd13f-7f73-4219-8a46-f5712b12903b · outbound

This paper cites What you look matters? offline evaluation of advertising creatives for cold-start problem,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising What you look matters? offline evaluation of advertising creatives for cold-start problem,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.530500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 068cfa05-acc7-4c28-8613-dd515e7f0365 · outbound

This paper cites A survey of predictive modeling on imbalanced domains,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A survey of predictive modeling on imbalanced domains,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.519622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73e6c144-93c8-4bc1-b9ca-4bb36fb4e8cc · outbound

This paper cites An experimental design to evaluate class imbalance treatment methods,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising An experimental design to evaluate class imbalance treatment methods,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.508059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b272d16a-07cc-4f26-af20-a11c088c0344 · outbound

This paper cites A systematic review on imbalanced data challenges in machine learning: Applications and solutions,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A systematic review on imbalanced data challenges in machine learning: Applications and solutions,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.498096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 229855d3-53fb-4cb5-90f6-44606d154034 · outbound

This paper cites Learning tree-based deep model for recommender systems,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Learning tree-based deep model for recommender systems,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.486884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 41f02295-5d1d-4e8b-99e1-6cc311ac8978 · outbound

This paper cites Delving into deep imbalanced regression,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Delving into deep imbalanced regression,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.475915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1821fe9-55cc-42ec-80b7-fe0351e8034c · outbound

This paper cites An overview of multi-task learning,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising An overview of multi-task learning,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.465146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3b629bd7-f1d3-4778-b779-817d07996b6d · outbound

This paper cites Multi-task learning using uncertainty to weigh losses for scene geometry and semantics,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Multi-task learning using uncertainty to weigh losses for scene geometry and semantics,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.454124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2f7d603-4914-495e-afb3-b35250ef6e36 · outbound

This paper cites Optimal dynamic advertising policy considering consumer ad fatigue,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Optimal dynamic advertising policy considering consumer ad fatigue,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.443740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6155c46-f8b1-4684-875e-f83bb9a27e46 · outbound

This paper cites Intriguing properties of neural networks,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Intriguing properties of neural networks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.433425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3853d5de-0f56-4ce5-bbd4-346f3fcaaf62 · outbound

This paper cites Regularisation of neural net- works by enforcing lipschitz continuity,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Regularisation of neural net- works by enforcing lipschitz continuity,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.422895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0db4b2eb-5780-4a1e-9124-57d43be20262 · outbound

This paper cites A new polynomial-time algorithm for linear programming,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A new polynomial-time algorithm for linear programming,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.411174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb84caa9-ccb0-4f54-a107-cd7eb60e0cd1 · outbound

This paper cites A Deep Probabilistic Model for Customer Lifetime Value Prediction.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising A Deep Probabilistic Model for Customer Lifetime Value Prediction

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T20:01:50.264414Z

Source-reported events for the cited work

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Observation 319a5c55-2fce-4738-af57-d0792f8f7ba4 · outbound

This paper cites Optimal vehicle routing in consumer goods distribu- tion: A gnu linear programming kit-based analysis,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Optimal vehicle routing in consumer goods distribu- tion: A gnu linear programming kit-based analysis,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.399208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1b5d2c8-2de8-4a40-8aca-f76c12bbb2a2 · outbound

This paper cites Finite-time analysis of the multiarmed bandit problem,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Finite-time analysis of the multiarmed bandit problem,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.387503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 66ac143c-76ac-43bf-9759-fb98d2b483d5 · outbound

This paper cites Sampling-bias-corrected neural modeling for large corpus item recommendations,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Sampling-bias-corrected neural modeling for large corpus item recommendations,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.376775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17b69c26-b189-4d23-b0a1-d25ae5dc9125 · outbound

This paper cites We know what you want: An advertising strategy recommender system for online advertising,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising We know what you want: An advertising strategy recommender system for online advertising,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.365481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b0fef75-fa87-4730-9840-fda14e572fb0 · outbound

This paper cites Know in advance: Linear-complexity forecasting of ad campaign performance with evolving user interest,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising Know in advance: Linear-complexity forecasting of ad campaign performance with evolving user interest,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.354642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c87cef7-749e-4648-b3b9-13b6ca4f89db · outbound

This paper cites The multiple-choice knapsack problem,.

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising The multiple-choice knapsack problem,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:01:50.343007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.