Paper Citation Record · LEDGER

Less is More: High-value Data Selection for Visual Instruction Tuning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2403.09559.

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

pith.paper-citation-record.v1
2403.09559 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:25:14.871493Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T17:41:53.095162Z

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 7c9fef65-d8c7-4d58-ae23-3b2f8d0f3054 · inbound

Visual Compositional Tuning cites this paper.

Visual Compositional Tuning Less is More: High-value Data Selection for Visual Instruction Tuning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T17:41:53.098884Z

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.

Observation aa07a9c3-af0f-4e93-afba-2b9cbc95a72a · inbound

Class-Proportional Coreset Selection for Difficulty-Separable Data cites this paper.

Class-Proportional Coreset Selection for Difficulty-Separable Data Less is More: High-value Data Selection for Visual Instruction Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:25:14.871493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5fe711-749f-440f-821d-cfaab5b9d8a1 · inbound

GRACE: Gradient-aligned Reasoning Data Curation for Efficient Post-training cites this paper.

GRACE: Gradient-aligned Reasoning Data Curation for Efficient Post-training Less is More: High-value Data Selection for Visual Instruction Tuning

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:28.041415Z

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.

Observation 48e77341-9d46-4c43-8c30-09ba01433a04 · inbound

SEED: Targeted Data Selection by Weighted Independent Set cites this paper.

SEED: Targeted Data Selection by Weighted Independent Set Less is More: High-value Data Selection for Visual Instruction Tuning

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:33:43.461295Z

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.