Paper Citation Record · LEDGER

DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2406.11617.

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

pith.paper-citation-record.v1
2406.11617 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:08:37.711730Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 52296439-ced0-4ea1-80fa-0a234bf53fe7 · 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 DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:16:04.649721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 12fd938c-9a93-43e8-bd0e-cba9fd437180 · inbound

FREE-Merging: Fourier Transform for Efficient Model Merging cites this paper.

FREE-Merging: Fourier Transform for Efficient Model Merging DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T13:08:37.711730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4719ef9-43ce-4963-80c1-860d83c4b6a6 · inbound

Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks cites this paper.

Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:28.488654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3eeddf-4106-4bd6-8709-5bfadbf020d2 · inbound

How to Merge Your Multimodal Models Over Time? cites this paper.

How to Merge Your Multimodal Models Over Time? DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T19:24:42.995459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64e96ea-2383-4421-981b-1f5701fa8642 · inbound

NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning cites this paper.

NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:48.093168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e315742-f885-4ebd-a0a7-debd6242014e · inbound

SyMerge: From Non-Interference to Synergistic Merging via Single-Layer Adaptation cites this paper.

SyMerge: From Non-Interference to Synergistic Merging via Single-Layer Adaptation DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:10:31.432460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 40ccd21a-15f7-416a-a43f-ac3b038c014e · inbound

ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation cites this paper.

ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:25:11.016116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfde2ae-00b6-4b52-9abb-40cd57cb32ea · inbound

Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs cites this paper.

Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:15.628059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9745ec-3737-4354-bb29-d9b6f431938f · inbound

Composable Cross-prompt Essay Scoring by Merging Models cites this paper.

Composable Cross-prompt Essay Scoring by Merging Models DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:43.039078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b8ca49-82e1-44e6-96e1-bcd6d9cfcfbc · inbound

Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models cites this paper.

Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:14.350555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0295ef78-2b82-4d7b-b1fc-64e0c0ea7739 · inbound

Training-free LLM Merging for Multi-task Learning cites this paper.

Training-free LLM Merging for Multi-task Learning DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:59:41.483804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42b201c2-f241-410b-a147-5ad8bb060f26 · inbound

PSO-Merging: Merging Models Based on Particle Swarm Optimization cites this paper.

PSO-Merging: Merging Models Based on Particle Swarm Optimization DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T15:30:25.117923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0556182-6d05-41b7-99fa-ece8b5e90840 · inbound

Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging cites this paper.

Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:08:34.709324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8954db99-d811-4905-ad5b-6dd53c3597c9 · inbound

AP-BMM: Approximating Capability-Cost Pareto Sets of LLMs via Asynchronous Prior-Guided Bayesian Model Merging cites this paper.

AP-BMM: Approximating Capability-Cost Pareto Sets of LLMs via Asynchronous Prior-Guided Bayesian Model Merging DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:21:21.665899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e4b806c-d56b-45be-bf24-fb18da933b2e · inbound

AP-BMM: Approximating Capability-Cost Pareto Sets of LLMs via Asynchronous Prior-Guided Bayesian Model Merging cites this paper.

AP-BMM: Approximating Capability-Cost Pareto Sets of LLMs via Asynchronous Prior-Guided Bayesian Model Merging DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-03T17:25:18.902604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e322101d-f783-438b-8de3-412ef00d93c3 · inbound

ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation cites this paper.

ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:00:10.106754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91243d56-af45-46bb-a7f0-76de70771627 · inbound

Can Heterogeneous Language Models Be Fused? cites this paper.

Can Heterogeneous Language Models Be Fused? DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-21T11:00:02.137910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6941ca31-e571-41d5-9742-2a523d49456a · inbound

Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data cites this paper.

Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:11:25.605330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9cebd204-fb8e-4874-91fd-0382f89402df · inbound

PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-Play cites this paper.

PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-Play DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T21:42:48.100180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f837519a-1da6-433c-bd53-bd328a6b8db5 · inbound

Conflict-Free Replicated Data Types for Neural Network Model Merging: A Two-Layer Architecture Enabling CRDT-Compliant Model Merging Across 26 Strategies cites this paper.

Conflict-Free Replicated Data Types for Neural Network Model Merging: A Two-Layer Architecture Enabling CRDT-Compliant Model Merging Across 26 Strategies DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:43:26.796115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1ea17c5f-6c1f-4af4-8c6e-e2951772d0d8 · inbound

RogueMerge: Robust and Unified Attacks against LLM Model Merging cites this paper.

RogueMerge: Robust and Unified Attacks against LLM Model Merging DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:26:28.940387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a71029e4-7998-4c42-9e49-c3a61cdc96a4 · inbound

When Model Merging Breaks Routing: Training-Free Calibration for MoE cites this paper.

When Model Merging Breaks Routing: Training-Free Calibration for MoE DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:36:25.375546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91adc912-6725-48b1-9d61-67f4fe0f211c · inbound

DLLG: Dynamic Logit-Level Gating of LLM Experts cites this paper.

DLLG: Dynamic Logit-Level Gating of LLM Experts DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:36:45.089913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c309a197-08b3-42d7-bb01-37304935bd97 · inbound

From Parameters to Feature Space: Task Arithmetic for Backdoor Mitigation in Model Merging cites this paper.

From Parameters to Feature Space: Task Arithmetic for Backdoor Mitigation in Model Merging DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T11:38:05.622458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 066f0bc2-4837-4c90-a00d-0e00114b84ab · inbound

Predicting Mergeability of Parameter-Efficient Fine-Tuning Updates cites this paper.

Predicting Mergeability of Parameter-Efficient Fine-Tuning Updates DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 57

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T00:49:17.701863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 929c7c31-cbe1-40ae-9177-ae8b1cf2c6c5 · inbound

A Six-Dimensional Taxonomy of Post-Training Adaptation Techniques with Applications in AI Governance cites this paper.

A Six-Dimensional Taxonomy of Post-Training Adaptation Techniques with Applications in AI Governance DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:31.966660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.