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Paper Citation Record · LEDGER

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.02588.

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

pith.paper-citation-record.v1
2607.02588 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T09:31:22.762570Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aade3056-bd70-491d-a2f0-acf22eca99bc · outbound

This paper cites Qwen3-VL Technical Report.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Qwen3-VL Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:07d3d0b7879dc769818dd912168cd7635a2893cb44c6819322627b393907b917

Observation c00bbb37-d5b8-43c0-86f2-f4f2d1f5ccf5 · outbound

This paper cites CL-bench Life: Can Language Models Learn from Real-Life Context?.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning CL-bench Life: Can Language Models Learn from Real-Life Context?

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:7d6d922041d8502a8faab613754d559460cfbfeb056c4a754cea2300b50e3aa3

Observation 9566ad48-a9e1-4936-a3e4-70279589bf92 · outbound

This paper cites InThe Fourteenth International Con- ference on Learning Representations.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning InThe Fourteenth International Con- ference on Learning Representations

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:985c324cb94b68e4e623727a98955c672e46134f3dd655d7e1dbf42330245e9b

Observation 3a2b72d8-9a78-415e-901a-c1ab26335b98 · outbound

This paper cites mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:7c1b9ec63c42aa8a705c3c7f39277d0a97d543faa0fdc17297e3e0dcf209c340

Observation e0e952c4-b5ac-4f23-95a5-327d642a2d4e · outbound

This paper cites Tatiana Zemskova, Solomon Andryushenko, Ilya Obrubov, Viktoriia Khoruzhaia, Ekate- rina Eroshenko, Ekaterina Derevyanka, and Dmitry Yudin.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Tatiana Zemskova, Solomon Andryushenko, Ilya Obrubov, Viktoriia Khoruzhaia, Ekate- rina Eroshenko, Ekaterina Derevyanka, and Dmitry Yudin

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:3e5df3f078b1e7ac9336c8b4732b08f3a4af7f268e6caf1de11a6c60522964b5

Observation 5c2f3c51-0d29-4f2f-bbfa-0439a9ca2813 · outbound

This paper cites Heqing Zou, Tianze Luo, Guiyang Xie, Fengmao Lv, Guangcong Wang, Junyang Chen, Zhuochen Wang, Hansheng Zhang, Huaijian Zhang, et al.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Heqing Zou, Tianze Luo, Guiyang Xie, Fengmao Lv, Guangcong Wang, Junyang Chen, Zhuochen Wang, Hansheng Zhang, Huaijian Zhang, et al

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:42e6c035f6d8c9a13f69ffe1c1d6e8bac874bdb0af1141083f2236530d9e2d72

Observation 361ab0a2-12b2-4b95-b360-4dc8aaf572d5 · outbound

This paper cites From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:8d52284e00bc2bc86b9053d181644b90da9b8402673c38e581afda564ab682a0

Observation 6005b205-041f-42a0-a424-3a3d4ad8b079 · outbound

This paper cites an unresolved cited work.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:9d661388f6ed35fb48d630c5f553d4bc29f15019d958dd4a01b170915d98a9be

Observation 49c71bd9-2472-4186-9eaf-eeebd379bce9 · outbound

This paper cites an unresolved cited work.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:174e32f696f6656c01b9e2a3bc34e84d2c040248d2d51babac20b425cdb30aaa

Observation ff3acc44-6742-425d-a76f-4403bf1708fa · outbound

This paper cites an unresolved cited work.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:43f71170a7b8fee87b0e0427a02648d60c9f227b11298421b30bc90f3c02d8a7

Observation 2aca2a72-f17e-41c0-805c-d792787c66a0 · outbound

This paper cites Which/What.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Which/What

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:66d8761e2ba19a7d7b18d098c136daa94f6cda6b524bd82012f6d7bf2dbfc76e

Observation c4f7f38b-dbbe-471f-a7ef-a2be4bd96daf · outbound

This paper cites Do NOT re-add or rewrite them.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Do NOT re-add or rewrite them

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:c965a4e22021e1227cebd27960a9d6d1621e51a65b6ecb4a5b1a266d9c0d13ec

Observation 05724bab-1757-49af-a451-c2191f4719e1 · outbound

This paper cites If the plan looks fine and we are just querying badly, prefer empty edits.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning If the plan looks fine and we are just querying badly, prefer empty edits

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:6dae43c1b656663a8dea44717e593933ea860e445ab99cbad52db06d37be71bf

Observation 958d7669-cfc3-4f80-b434-ec89a4745fd3 · outbound

This paper cites an unresolved cited work.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:641182250bb2b74daefe46e4ae33556c1c35e1bc8e3ab033b28ff2011999c957

Observation a2848096-5fc0-4130-b441-8d3ebd2faf94 · outbound

This paper cites update_subtasks.

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning update_subtasks

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-12T09:31:22.762570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:31:22.762570Z digest=sha256:b6da1ae4ab8016baf129aebb855bd804bc41365ee878950197666f3cd06e08d0

Pith citing papers

No inbound Pith citation observations are available.