Paper Citation Record · LEDGER

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

As of 5 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2606.09896.

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

pith.paper-citation-record.v1
2606.09896 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:49:11.745336Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2072c1dd-0d81-4f01-ab40-b3e69d3b4b91 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e9f260d-b70d-49bb-8135-c95402041d66 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b309fdb-8221-46f4-903c-73c3a58a2c81 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69daacfd-84bc-410e-ac26-e89aa2221c6d · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5510c4d7-dc5f-4040-b514-f8c624b52071 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e3e487d-47c1-43cb-aecb-a554d5a5c302 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd54872-f91e-4851-ab58-fa0c53d29c4d · outbound

This paper cites In2019 IEEE International Conference on Data Mining (ICDM).

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework In2019 IEEE International Conference on Data Mining (ICDM)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785b6890-b6ad-496e-b916-ffc708217940 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0baab3a-da0b-4ea3-87f3-794f47d58ae7 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5bbf863-46f4-41aa-9dea-3f99b9425bc7 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c95115d-9399-42f5-80c9-07fe56e01356 · outbound

This paper cites 2004.Knapsack Problems.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework 2004.Knapsack Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 323a9c43-b22a-4863-bed8-acefcfba3a95 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40034406-954a-4727-88e6-d6c423eca8f1 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0f38d5-1865-4e6b-a5e3-a3c6e7b1f4f3 · outbound

This paper cites 1990.Knapsack problems: algorithms and com- puter implementations.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework 1990.Knapsack problems: algorithms and com- puter implementations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d0a0cd-20d7-4c54-ae6b-2c280e7792f3 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d1a96b3-33c1-4ec1-b6e3-cc34c4d93f0d · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2ead8d4-7d6b-4c6d-b2da-1c814a600935 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97aaef90-4600-4f23-ba1d-044900667473 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af67736-6492-4083-b667-9c3d60c7cab3 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5de7f46-5b38-49bb-a367-25bc6a12ed1c · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89237f6b-68f4-4826-a96c-02bfee232aa8 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41049ce-3c3e-4459-86c6-144f660ef638 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb9b9fa2-4e63-45c2-b536-d0cbda078319 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ccc2d5-0094-432b-81a1-a929a35714d8 · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7528fb2-1ccc-43fd-ab5f-920db3ea547b · outbound

This paper cites an unresolved cited work.

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T22:49:11.745336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6226b3e2-4383-4c5a-a34f-9e76cc0064c7 · outbound

This paper cites Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising.

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 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.