Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T00:26:47.206240Z
Paper Citation Record · LEDGER
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising
As of 7 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2605.21556.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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, observed 2026-06-27T22:49:11.745336Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T16:17:09.564816Z
Reference resolution
14 of 14 outbound references displayed
- verified exact1
- verified fuzzy1
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2d6de589-ed84-4fa1-9bae-f04d17c953a1 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.477564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 381f337a-462c-46e8-a5cc-d03ec52fd912 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.489701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 805a9825-e507-452a-97fb-41fe1e1691f9 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.480505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4dbcc7d9-421e-4ee5-beb0-92bf7618bb91 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.465993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f111566-567c-4a62-b95f-cdd4a8ef1bfc · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.460459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85445c58-6355-48f6-8fcb-d0ec85db0a88 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.493113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb940cf3-0785-4a00-a34c-3889e2b3ef90 · outbound
This paper cites In2019 IEEE International Conference on Data Mining (ICDM).
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising In2019 IEEE International Conference on Data Mining (ICDM)
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T00:30:50.486672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f2e86fda-5e7a-452a-9b01-dc5d87f688f7 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.463242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3d65d7c-1f18-45db-a4ea-f7c83d4e0d00 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.483382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e80a816e-929f-4d32-937b-34bdc38d79e8 · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T00:30:49.201385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ad58ad2-e3c9-4cf1-aa0e-d1faa7de947b · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.469007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c2089a2-3d4b-4008-96d2-e199d110b8ec · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.474352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bae42b02-61a6-49f9-9727-fba72122b73a · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.471683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2c8da5bf-336c-4d90-859a-0a8904062efc · outbound
This paper cites an unresolved cited work.
Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T00:30:50.457606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 6226b3e2-4383-4c5a-a34f-9e76cc0064c7 · inbound
HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework cites this paper.
HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T16:17:09.566094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.