Paper Citation Record · LEDGER

PILA: Plug-and-Play Insertion for LLM-native Advertising

As of 17 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.25590.

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

pith.paper-citation-record.v1
2607.25590 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:05:13.206504Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

50 of 50 outbound references displayed

verified exact1
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 621bc519-a242-4804-b43e-d7936caefd3c · outbound

This paper cites LLM-Auction: Generative Auction towards LLM-Native Advertising.

PILA: Plug-and-Play Insertion for LLM-native Advertising LLM-Auction: Generative Auction towards LLM-Native Advertising

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:05.992783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959df138-8bee-4a0e-be5a-44effb1f3be6 · outbound

This paper cites arXiv preprint arXiv:2510.11438 , year=.

PILA: Plug-and-Play Insertion for LLM-native Advertising arXiv preprint arXiv:2510.11438 , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.067934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 638ce349-3577-4394-845b-051c9d4b1119 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

PILA: Plug-and-Play Insertion for LLM-native Advertising DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.212110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30ff9c9-4e02-4238-87d1-6d4b4c692cd0 · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

PILA: Plug-and-Play Insertion for LLM-native Advertising Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.352315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb0c445-a91d-46f9-98b5-8b9fc1152d06 · outbound

This paper cites Advances in neural information processing systems , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Advances in neural information processing systems , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.488263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47b930f1-4648-4112-a51a-5118451e1594 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Advances in Neural Information Processing Systems , volume=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.692846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5bf0bad-e2fd-46ab-85dd-23380cc293ee · outbound

This paper cites Advances in neural information processing systems , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Advances in neural information processing systems , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.830262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6075ed-b387-4422-ad79-be41cda26ce6 · outbound

This paper cites NaiAD: Initiate Data-Driven Research for LLM Advertising.

PILA: Plug-and-Play Insertion for LLM-native Advertising NaiAD: Initiate Data-Driven Research for LLM Advertising

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:06.973475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5e5358-c0e2-4780-b5b3-3c4138a649ce · outbound

This paper cites Online Advertisements with LLMs: Opportunities and Challenges.

PILA: Plug-and-Play Insertion for LLM-native Advertising Online Advertisements with LLMs: Opportunities and Challenges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:07.075181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e6e3a2-7c84-4c26-a63f-611f17ac5bf6 · outbound

This paper cites Proceedings of the ACM Web Conference 2024 , pages=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Proceedings of the ACM Web Conference 2024 , pages=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:07.194780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a3c3d95-b23b-4c96-bd65-7ab78323f8bd · outbound

This paper cites an unresolved cited work.

PILA: Plug-and-Play Insertion for LLM-native Advertising Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:07.335225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f51d11b-a19c-4cf8-8c38-682535f78eb7 · outbound

This paper cites Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and data mining , pages=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and data mining , pages=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:07.475808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d54482d-0f88-42f6-ab58-91a91b5163cf · outbound

This paper cites Auctions with LLM Summaries.

PILA: Plug-and-Play Insertion for LLM-native Advertising Auctions with LLM Summaries

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:07.607179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 683a7166-f917-494f-9bcc-58c49be0e6e0 · outbound

This paper cites an unresolved cited work.

PILA: Plug-and-Play Insertion for LLM-native Advertising Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-01T02:06:06.127661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 438d9cf4-ebac-4dd8-be8c-4f7c4121fc64 · outbound

This paper cites Proceedings of the ACM Web Conference 2026 , pages=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Proceedings of the ACM Web Conference 2026 , pages=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:07.960471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543dc3a5-e5a6-42cc-bb35-34a0d441036e · outbound

This paper cites Mathematics of operations research , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Mathematics of operations research , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:08.153663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b140019-7d1c-4330-846f-6f279fcbd7a1 · outbound

This paper cites International Conference on Artificial General Intelligence , pages=.

PILA: Plug-and-Play Insertion for LLM-native Advertising International Conference on Artificial General Intelligence , pages=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:08.328727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6aac0cc-d0da-488b-aea9-fad754fd754e · outbound

This paper cites Incentive-Aware Multi-Fidelity Optimization for Generative Advertising in Large Language Models.

PILA: Plug-and-Play Insertion for LLM-native Advertising Incentive-Aware Multi-Fidelity Optimization for Generative Advertising in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:08.496513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b52961-a411-4481-9b84-f4ba8d624fc6 · outbound

This paper cites LLM Advertisement based on Neuron Auctions.

PILA: Plug-and-Play Insertion for LLM-native Advertising LLM Advertisement based on Neuron Auctions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:08.673008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a13ed051-a931-4b56-931a-7ce758ed9d7d · outbound

This paper cites Sponsored.

PILA: Plug-and-Play Insertion for LLM-native Advertising Sponsored

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:08.851932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2810d58-cd08-4cb8-bb55-606e1c8f45fe · outbound

This paper cites Truthful Aggregation of LLMs with an Application to Online Advertising.

PILA: Plug-and-Play Insertion for LLM-native Advertising Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:08.980668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff4ad8e6-1de3-4379-947e-8880e9e83486 · outbound

This paper cites arXiv preprint arXiv:2601.19435 , year=.

PILA: Plug-and-Play Insertion for LLM-native Advertising arXiv preprint arXiv:2601.19435 , year=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.128712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a847f79-50e6-46b5-b2b9-c181d607e7bb · outbound

This paper cites GPT-4 Technical Report.

PILA: Plug-and-Play Insertion for LLM-native Advertising GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.265590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec7c122-6377-4dce-85c8-6ab49a046b77 · outbound

This paper cites 2026 , month =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , month =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.436188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b71d7249-e773-4964-8866-b2cbb96e396c · outbound

This paper cites 2026 , note =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , note =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.572610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc57bf1-78b8-4762-ba38-a07cf99922de · outbound

This paper cites 2026 , note =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , note =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.677967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0605d271-44ba-4f96-832c-039bb3abc250 · outbound

This paper cites 2025 , note =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2025 , note =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.839918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f11d73f3-fee7-4808-81b5-d25c9d40c398 · outbound

This paper cites 2025 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2025 , url =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:09.988647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 216967ce-7980-45f2-a5d1-fa605c2c8b90 · outbound

This paper cites 2025 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2025 , url =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:10.100580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfe9e2c-55d2-476d-911c-d70c6288973b · outbound

This paper cites 2026 , note =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , note =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:10.227070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ceb010-5ad6-4891-bd86-e53be59f6eea · outbound

This paper cites 2026 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , url =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:10.368368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c461df3e-1ee4-4f46-8ddd-393dc5b1ef57 · outbound

This paper cites an unresolved cited work.

PILA: Plug-and-Play Insertion for LLM-native Advertising Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:10.512412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7482ac4a-5e13-417a-b1f1-6c4f2800e4c4 · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Forty-first International Conference on Machine Learning , year=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:10.635226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a65060c-ec74-4fc7-9f9d-3d274c5a6107 · outbound

This paper cites International Conference on Learning Representations , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising International Conference on Learning Representations , volume=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:10.815419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f6b7e4b-5523-47f8-a83d-fb3a55b89712 · outbound

This paper cites International Conference on Learning Representations , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising International Conference on Learning Representations , volume=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.033070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9d4ced-63de-4465-b91b-7630aa130410 · outbound

This paper cites Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: Long papers) , pages=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: Long papers) , pages=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.173419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df805d0-ac4e-4123-8299-c53a1e4c6837 · outbound

This paper cites An Emulator for Fine-Tuning Large Language Models using Small Language Models.

PILA: Plug-and-Play Insertion for LLM-native Advertising An Emulator for Fine-Tuning Large Language Models using Small Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.314611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe84c2da-ae7f-46a2-b32f-6bf0eefd2a95 · outbound

This paper cites 8th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 16) , year=.

PILA: Plug-and-Play Insertion for LLM-native Advertising 8th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 16) , year=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.464670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a41934-628f-40bc-8792-428fe72a8999 · outbound

This paper cites Journal of consumer research , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Journal of consumer research , volume=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.608636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e856a43-9bc5-4934-96b8-b6be26b49f9b · outbound

This paper cites an unresolved cited work.

PILA: Plug-and-Play Insertion for LLM-native Advertising Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.768127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e08e5464-5918-48ac-953e-72ee7b46b094 · outbound

This paper cites Qwen3 Technical Report.

PILA: Plug-and-Play Insertion for LLM-native Advertising Qwen3 Technical Report

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:11.944941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ebd6094-fcef-4fbb-95b8-7c53b811ee41 · outbound

This paper cites 2025 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2025 , url =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:12.125757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 459240e0-af7d-472b-a857-1dccbec7d1f7 · outbound

This paper cites 2026 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , url =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:12.227919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd20e8d3-4fc9-4733-a0c1-62908b872738 · outbound

This paper cites 2026 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , url =

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:12.407788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f11e00-819a-40ab-a5e7-77be0713f47d · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

PILA: Plug-and-Play Insertion for LLM-native Advertising ReAct: Synergizing Reasoning and Acting in Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:12.559663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e88d4ae-6c27-4b72-bf01-732488ca14ac · outbound

This paper cites Procedia computer science , volume=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Procedia computer science , volume=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:12.720797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a4c05b3-7369-48d2-b6b1-b27235d31b9a · outbound

This paper cites 2025 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2025 , url =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:12.886125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eca48c3-8677-4486-a0a7-b1650ebfabd0 · outbound

This paper cites 2026 , url =.

PILA: Plug-and-Play Insertion for LLM-native Advertising 2026 , url =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:13.048289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89861d4a-afd2-472e-9914-7d9242e04418 · outbound

This paper cites Proceedings of the 62nd annual meeting of the association for computational linguistics (volume 3: system demonstrations) , pages=.

PILA: Plug-and-Play Insertion for LLM-native Advertising Proceedings of the 62nd annual meeting of the association for computational linguistics (volume 3: system demonstrations) , pages=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:13.174987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fb5faf-0ced-4e47-805a-4897cb4f69a4 · outbound

This paper cites Hashimoto , title =.

PILA: Plug-and-Play Insertion for LLM-native Advertising Hashimoto , title =

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T02:05:13.206504Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.