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Paper Citation Record · LEDGER

Selective Task Group Updates for Multi-Task Optimization

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.11986.

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

pith.paper-citation-record.v1
2502.11986 v2

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 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:44:52.759610Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:59:14.128760Z

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 6923c0e1-325e-4711-98c3-671272a21071 · inbound

Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning cites this paper.

Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning Selective Task Group Updates for Multi-Task Optimization

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T19:44:52.759610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:44:52.759610Z digest=sha256:1357b619e96988dbf7adae96537e5046393bbbdcfe82d060490553486bd6ecf3

Observation 92a15a07-2a8a-4bc7-beb6-36fa4161daaa · inbound

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning cites this paper.

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning Selective Task Group Updates for Multi-Task Optimization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:48:34.286201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:48:34.286201Z digest=sha256:226e836df038fda795fdb98488b481f02d6d6315bbff4cdc67d9b47df8fefc22

Observation 3075e45e-c733-40d9-ac80-c7c50a09bea1 · inbound

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training cites this paper.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Selective Task Group Updates for Multi-Task Optimization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T18:38:48.788431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:38:48.788431Z digest=sha256:2766a14b7960f357e5bf566ed6b50fa9176342a6fcf56e93d603f93459bee749

Observation b96030b6-6e1a-4686-b5af-a3c96d0bfefb · inbound

DivMerge: A divergence-based model merging method for multi-tasking cites this paper.

DivMerge: A divergence-based model merging method for multi-tasking Selective Task Group Updates for Multi-Task Optimization

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:59:14.204301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T11:59:09.449287Z digest=sha256:734724b06e305fbdcf2799799077d51ab0669e699c9a5aa6135a0dc28eced1e3