Paper Citation Record · LEDGER

AdaMerging: Adaptive Model Merging for Multi-Task Learning

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2310.02575.

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

pith.paper-citation-record.v1
2310.02575 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:01:02.283289Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:36:25.398618Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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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 a6d3574a-a888-44b0-bcad-1d5d4e6c5ede · 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 AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T17:01:02.283289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 639a202f-9420-480f-b814-dcbc2bd9ac2a · inbound

STAR: Spectral Truncation and Rescale for Model Merging cites this paper.

STAR: Spectral Truncation and Rescale for Model Merging AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T18:32:57.075220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d97f1ac-602e-4313-83c5-4335e06d6a60 · inbound

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging cites this paper.

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:52.053536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40446d2-ccf2-4bc5-9c06-332a4f6571b7 · inbound

Learning without Isolation: Pathway Protection for Continual Learning cites this paper.

Learning without Isolation: Pathway Protection for Continual Learning AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:13.798127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b36f27-715f-4f4d-8a43-5462faa7c56e · inbound

Why Do More Experts Fail? A Theoretical Analysis of Model Merging cites this paper.

Why Do More Experts Fail? A Theoretical Analysis of Model Merging AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:44:36.149510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a995a56d-4a8a-48fe-82d9-f905834e75e5 · inbound

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation cites this paper.

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:04.588295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac057440-112e-428d-9b3b-b1930371db32 · inbound

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

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.447759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d2f96f-63d3-4785-a7a4-ec7d687f2740 · inbound

Harmonizing and Merging Source Models for CLIP-based Domain Generalization cites this paper.

Harmonizing and Merging Source Models for CLIP-based Domain Generalization AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:15.805646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39e185ef-e9c3-4050-bc06-9cf17268d1e3 · inbound

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs cites this paper.

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:32:23.810086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc248ea-5283-4777-b720-bdb69fb45ff1 · 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 AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T19:44:56.889982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5e36ff9-2e9a-47f3-9c58-af6506c4c686 · inbound

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts cites this paper.

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:07:37.383490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbcd8180-4ba4-4bb3-a60a-aa81f1bb8659 · inbound

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

PSO-Merging: Merging Models Based on Particle Swarm Optimization AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:30:25.104549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31dd6cae-f3f8-4af0-bb49-11d1442482cc · inbound

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

DivMerge: A divergence-based model merging method for multi-tasking AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T11:59:12.860573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19931546-6ab0-4b40-ae40-3ff03e9062d3 · inbound

Model Merging Scaling Laws in Large Language Models cites this paper.

Model Merging Scaling Laws in Large Language Models AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:32:37.772732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7853ba28-3e33-4e10-afb8-1cf658701541 · inbound

Retrofit: Continual Learning with Controlled Forgetting for Binary Security Detection and Analysis cites this paper.

Retrofit: Continual Learning with Controlled Forgetting for Binary Security Detection and Analysis AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.647816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 017fc1e8-2cc7-4274-ba73-cfd2a89735a9 · inbound

Differentially Private Model Merging cites this paper.

Differentially Private Model Merging AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:41:05.174882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed247cf0-eb42-42e7-9f4a-acaecea65b6e · inbound

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging cites this paper.

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:06:52.898717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a6493b6-58c4-495d-8e14-6b19a3402e8d · inbound

M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models cites this paper.

M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:01:22.736177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b39d55dd-602a-4ab5-8eb0-ae34276aaec0 · inbound

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing cites this paper.

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:49:44.526306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d5c06e55-88a6-4d73-9541-1ef7f81c5307 · inbound

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing cites this paper.

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:15:04.200755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26aa5994-d992-4cb9-9d08-df71c4ecab57 · inbound

Discovering Physical Directions in Weight Space: Composing Neural PDE Experts cites this paper.

Discovering Physical Directions in Weight Space: Composing Neural PDE Experts AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:08:29.809268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 08a93e1e-78bf-4c8b-b282-fcefff2a4dc2 · inbound

ReLoRA: Knowledge-Reusing Adaptation for Fast Rollout of Evolving LLM Services cites this paper.

ReLoRA: Knowledge-Reusing Adaptation for Fast Rollout of Evolving LLM Services AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:44:48.860442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a6e648ab-cadf-4806-a124-834e4f00f392 · inbound

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

When Model Merging Breaks Routing: Training-Free Calibration for MoE AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:36:25.400581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.