Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:25:19.545945Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2608.04421.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:25:19.545945Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 89c205aa-534d-40a0-abc0-544ab30f9b3e · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 1
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Observation 2a3c6621-71d1-4da9-b90e-d032b251c48d · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
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Observation 01732180-46af-4ea2-b97d-91e826480703 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Reference 3
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Observation 4b1ff886-4eda-4b3b-a754-0b3183882bf7 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 4
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Observation 7ae02476-4647-4655-a590-1d581dfb4818 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion
Reference 5
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Observation 1d85cc97-690b-4f92-b0a6-710d75a1a4b1 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 6
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Observation 52515b9c-a533-463d-a7a5-065b67f58d0f · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
Reference 7
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Observation 05aba46a-7061-4d35-9e6e-38f9eb6511fd · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 8
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Observation 87364c22-f810-49b5-b633-040fdb8ca1de · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 9
Source-reported events for the cited work
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Observation a9c21950-92c0-49b3-acb7-1438590772b1 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 10
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Observation 813bf57a-a981-4cfe-8173-c94b262d1e35 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
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Observation 25037740-20e2-4f0b-b2b5-cf3755d91df4 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 12
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Observation 7b7389fb-ea9b-4134-94e8-efc717943ca7 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 13
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Observation 3fab1a40-f7bf-4e65-8059-b7d20e10a7a3 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 14
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Observation 38494691-2223-4a0c-9007-610cfbe2dde5 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints TABBIE: Pretrained Representations of Tabular Data
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Observation 114d1e68-3470-4a33-aa7a-cb73a412e468 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 16
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Observation 2ea6a845-7749-4ff6-ba56-3d7d4c5c3b66 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints NumGPT: Improving Numeracy Ability of Generative Pre-trained Models
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Observation 8fc568dd-179b-4c51-a520-c756fc833e6b · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation
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Observation 25c8b633-cda7-4f16-9e8b-6ad339ad2e8d · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 19
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Observation 1f150a55-0f58-4585-82bd-dae6f21bf373 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Offline Reinforcement Learning with Implicit Q-Learning
Reference 20
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Observation 316a33cc-2eae-4de9-bdb0-60db4f718d79 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 21
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Observation ab759545-ffc9-4d43-b671-a9df39d227d7 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints A Survey on Transformers in Reinforcement Learning
Reference 22
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Observation c2dedaa4-9d53-4763-9b2b-45163a4796d3 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 23
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Observation f92a540e-c230-4a68-b207-28afc8a920c9 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 24
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Observation 85988e6d-13d4-4e44-8e1c-e2dd507a199b · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
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Observation e5954cc3-0235-48da-93b5-56f3118a73fd · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 26
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Observation 51239714-0a98-4bc2-8b3f-b370a88f25a9 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Generative Regression Based Watch Time Prediction for Short-Video Recommendation
Reference 27
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Observation f1926a53-1162-4218-8314-5ef18155be71 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 28
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Observation 61b22a17-1f76-4fb0-9734-767003c7739c · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 29
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Observation f40f3f42-07d1-4fac-9183-81eb74e04065 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 30
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Observation 1efad25d-793f-4bba-a231-1f61d4e12f27 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 31
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Observation 08cfda64-8295-44e8-96cb-8d7b1083a1bb · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 32
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Observation 1e1002d0-fee3-42ed-8869-43f08702498b · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
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Observation 1201809c-eb1b-42f1-9db1-d5af2de3657d · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 34
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Observation 077e3677-b23c-4a70-a245-f3621b19cda3 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 35
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Observation 59bef0d3-4306-44a3-8755-85cfe327cef7 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Do NLP Models Know Numbers? Probing Numeracy in Embeddings
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Observation 6da0be0c-d82a-42e3-b056-3f7419f32731 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 37
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Observation ec0ab7f1-82b0-47bf-99d2-f6b1ac441671 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 38
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Observation b69888b2-685d-4d96-bb62-bbc918ed43e1 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 39
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Observation c904069d-959b-43c8-b140-762f8fd1ab42 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Off-Policy Primal-Dual Safe Reinforcement Learning
Reference 40
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Observation 964b73c9-0df6-49c8-9f94-12b9275ae12a · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 41
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Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 42
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Observation 14fdb2b6-0acb-4e05-a2b6-ba4d5b80bd2d · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 43
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Observation 3c337c75-2ee2-458a-8f5c-9e05697dc30b · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 44
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Observation 734427ea-6d33-4392-aed0-c4dca7fab20f · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 45
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Observation d34ed30c-8a9a-4b83-8103-99a156c4097e · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 46
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Observation 95600353-e9c3-466f-bf22-45aba6bc6d22 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 47
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Observation 93371ce6-fbc7-4850-bc7a-9be8834003ed · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 48
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Observation 7bc4a26b-349a-4164-8c4c-07ab3a38641a · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 49
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Observation a8f2dfd3-56c3-4eae-8224-4b090f141ed8 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 50
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Observation 0ee190b0-62ea-481c-8fbb-0ed1284fac7b · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 51
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Observation efb11023-08f1-4f7d-8a1e-e4e42b6b1c87 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Proximal Policy Optimization Algorithms
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Observation 6dcc2e93-73da-420e-accb-65c2e7e7056e · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints InProceedings of the 25th ACM SIGKDD international conference on knowledge discovery & data mining
Reference 2019
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Observation 2cb3f430-6923-4d74-ade7-6bc592789fc7 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints InProceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining
Reference 2021
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Observation 0c2dc45d-7bbd-48e3-a0c7-946679641e39 · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints In International conference on machine learning
Reference 2022
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Observation ca17b1ed-ba18-47ab-bb9c-64433f7a203d · outbound
Generative Optimization for Incentivized Advertising with Global Level Constraints Unresolved cited work
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.