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Paper Citation Record · LEDGER

Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.12105.

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

pith.paper-citation-record.v1
2408.12105 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:06:46.043931Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T06:44:00.884847Z

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 305e57e8-548f-4e99-814c-1c21877c0fa3 · inbound

Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging cites this paper.

Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T20:03:11.050485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:03:11.050485Z digest=sha256:6ef8b8095bfb855aee9a54857548c0f92f5587f4300af81bfca995951a2e680c

Observation 818e1d6c-7a74-49b4-be55-087577fb5b61 · inbound

Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond cites this paper.

Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T18:53:49.872735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:53:49.872735Z digest=sha256:2aa8578c280a5421cc7c2316ff39b437979047417ee3728fe04023ce65aff9d9

Observation e77c0d03-f1d1-4f6e-a340-132e71f1fe63 · inbound

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation cites this paper.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T10:45:00.119243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:45:00.119243Z digest=sha256:440b3d907e8c5aeaa3f024c2b796ecf6489e5937ff4d69c958ab9639d9f78990

Observation a870544d-aded-4a7f-b1d1-981a0e83af0c · inbound

CALM: Consensus-Aware Localized Merging for Multi-Task Learning cites this paper.

CALM: Consensus-Aware Localized Merging for Multi-Task Learning Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging

Reference 1997

Resolution
unresolved
no resolver link, observed 2026-08-15T20:06:46.043931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:06:46.043931Z digest=sha256:1721f09e70cf28fb5a326081ddc6945c667e9277a2183c1a5f46c1ad50ff3b7a

Observation 3b6048b9-3837-4ab6-9015-9c89a497ee33 · inbound

SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front cites this paper.

SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-21T06:44:00.886543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-21T06:42:15.135148Z digest=sha256:f0cecc5efd9b7d07efe4371a9193f7f76cbf06fd8f6c69bb83e8338a7834d044