Paper Citation Record · LEDGER

Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2406.15479.

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

pith.paper-citation-record.v1
2406.15479 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:01:02.188344Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T11:00:02.111116Z

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 ea7f7afb-1092-42b0-833d-d20306b54094 · inbound

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities cites this paper.

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 141

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:16:04.601503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7aab43b3-6882-4bc7-978b-9f053fece1b8 · inbound

Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic cites this paper.

Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T17:01:02.188344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34f7539f-8d74-40ba-9805-3df51fc7522f · inbound

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing cites this paper.

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:45.555563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 554783ab-00ef-4d82-8bb5-9115eeb4112d · inbound

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging cites this paper.

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:18:14.720177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72de6dc0-9b2a-4704-92d6-da1a0c490a3f · inbound

Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging cites this paper.

Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:13.027695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bafdcc3-49b9-4343-958a-35c0dc2f6319 · inbound

Intrinsic Strain-Driven Topological Evolution in SrRuO3 via Flexural Strain Engineering cites this paper.

Intrinsic Strain-Driven Topological Evolution in SrRuO3 via Flexural Strain Engineering Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T17:34:48.444174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09ec521c-9242-4687-ad3b-0d3fde9fc00a · inbound

Can Heterogeneous Language Models Be Fused? cites this paper.

Can Heterogeneous Language Models Be Fused? Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-21T11:00:02.113929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 86ed042d-1251-43cf-b138-c878cebb931f · inbound

Dynamic Model Merging Made Slim cites this paper.

Dynamic Model Merging Made Slim Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:18:25.404678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b2c68af5-7fa0-409b-84c7-f8f4cbdf7783 · inbound

Continual Learning in Transition cites this paper.

Continual Learning in Transition Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:24:13.227804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.