Pith. sign in

Paper Citation Record · LEDGER

Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2503.18478.

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

pith.paper-citation-record.v1
2503.18478 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:55:50.089925Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T09:47:59.499640Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3e33eeb5-d633-4f8a-b2ed-99519e4ae733 · inbound

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation cites this paper.

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T15:34:41.992087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:34:41.992087Z digest=sha256:9d53609f9bc99606aea78e71de9287d21daf4ffd89ce138fd78722b8b136f98e

Observation 8b3bc549-41c2-46f4-95bc-16ad15f0b52f · inbound

FlexSelect: Flexible Token Selection for Efficient Long Video Understanding cites this paper.

FlexSelect: Flexible Token Selection for Efficient Long Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:07.742693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:59:07.742693Z digest=sha256:39b3fb58c2d0be802ad72fe3da7eef31b10466dcc58e994750fb34940da58c68

Observation eb7cc081-46f7-4693-b683-5c2b592d35d0 · inbound

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification cites this paper.

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:13:07.690732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:13:07.690732Z digest=sha256:905ccb6c5d9cf5c9d24e8da82d45167f4375d334aeb4742f54d60bdf299bcd9e

Observation 7b1cea3d-234c-40a5-8664-57c158420a68 · inbound

Task-Aware KV Compression For Cost-Effective Long Video Understanding cites this paper.

Task-Aware KV Compression For Cost-Effective Long Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:38.084306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:38.084306Z digest=sha256:b8a1730a0c06db629e4de1234449b8890aada9aa168aeec980fec97d0a8eca40

Observation 3633c010-534b-47ba-b99c-22c9cd1f6f03 · inbound

Infinite Video Understanding cites this paper.

Infinite Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T18:10:12.773039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:10:12.773039Z digest=sha256:6f193b94050110a2361ce112d0ca98aea3852d6b9c52c38392e1f8b846e8bef5

Observation fa50cc48-00a6-4f1d-a7bd-a2f345192d87 · inbound

StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding cites this paper.

StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T17:46:46.113776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:46:46.113776Z digest=sha256:059cd70aea61634f65bd3e545681cf8c158c41c9c0ce525992c7bcfa05a7a8c8

Observation cc8dddbb-fcbe-46be-a505-32d5fdd226ba · inbound

TrajTok: Learning Trajectory Tokens enables better Video Understanding cites this paper.

TrajTok: Learning Trajectory Tokens enables better Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:16:31.818794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:52.694778Z digest=sha256:55af88cf0bdb4a6b0ee83273f12b2143fa01f01eb9c3a9f994e839b9127aefc8

Observation dec902ec-bfea-4591-b6ff-146af91e7235 · inbound

TrajTok: Learning Trajectory Tokens enables better Video Understanding cites this paper.

TrajTok: Learning Trajectory Tokens enables better Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-02T20:38:40.280072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:38:40.280072Z digest=sha256:6cf2cc5434eed00ad72a2dd1578f31785e1d94be72e6e91be0b5585a43ac4520

Observation 106e8513-5d5d-44af-ae95-c06b5685ba6f · inbound

ABMAMBA: Multimodal Large Language Model with Aligned Hierarchical Bidirectional Scan for Efficient Video Captioning cites this paper.

ABMAMBA: Multimodal Large Language Model with Aligned Hierarchical Bidirectional Scan for Efficient Video Captioning Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 36

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:51:08.572399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T17:55:12.551127Z digest=sha256:42814c70ea1364995120e91a02eccf4c0dd51a0df53fa71be130d93c9a50a0a6

Observation e02d17ee-dd84-4b5e-9cf2-de14012b7314 · inbound

POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs cites this paper.

POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:41:04.220093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T15:23:08.671342Z digest=sha256:c9fb40a79f900962ee30bf62e252ecbf74d2fbf0f83fe58d0d3af9ad5e5d779e

Observation f8ca53a4-d334-4687-8ef1-d27a3470d8fe · inbound

An Efficient Token Compression Framework for Visual Object Tracking cites this paper.

An Efficient Token Compression Framework for Visual Object Tracking Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:56:35.688591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T01:27:18.535624Z digest=sha256:6163809471b5dfd43c6e38b7d73dde3ebd46195a3fe31b334a0f3eb5808db56b

Observation 764b775d-4ec5-44ac-8fa6-1402452ebb2e · inbound

LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence cites this paper.

LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-29T22:13:59.625729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T22:12:05.365596Z digest=sha256:6311d6908366001c22f78fc9cbd99ad0b92c71f0537935fdf5365cbb0f918f6f

Observation 73b9a860-34e2-4a23-babe-839e92e665cb · inbound

See More, Think Deeper: Query-Expanded Visual Evidence and Answer-Clue Guided Reflection for Long Video Understanding cites this paper.

See More, Think Deeper: Query-Expanded Visual Evidence and Answer-Clue Guided Reflection for Long Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T23:57:29.032841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-27T17:35:07.667016Z digest=sha256:0dafd9f3178bebb7f3ffca3484b10a2aad57173ab7d1d49bda2059af0ab35b21

Observation 73d93836-809b-447d-ac9c-83e4e72c1d57 · inbound

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 66

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T09:47:59.500966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-27T10:21:12.782864Z digest=sha256:6551754b428f58658ad35c1ebf5f20a2a23b161535858903a655a514e5ae5937

Observation 6a27851f-2519-4a71-a283-cdf7c5a5f0cd · inbound

ViSAGE: Constructing Self-Correcting Memories for Long-Form Video Understanding cites this paper.

ViSAGE: Constructing Self-Correcting Memories for Long-Form Video Understanding Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-03T00:45:20.463141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:45:20.463141Z digest=sha256:6c5939739c0bf67e575391b6afd9b56544150de2da05440af5fec4e36e72f68c

Observation a2fbb7ef-1df6-4de6-a5ce-e13c9d235442 · inbound

Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models cites this paper.

Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T00:55:50.089925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:55:50.089925Z digest=sha256:60c3bc7e662092f369077f9f0eb0bcee6e7c1cbc6f0e1738b811cceebaa91f6a