Paper Citation Record · LEDGER

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.04567.

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

pith.paper-citation-record.v1
2506.04567 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:45:00.452935Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact3
verified fuzzy6
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

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

This paper cites Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging.

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.

Observation 78b2d079-2b3d-4971-aa97-9d6c98d59a30 · outbound

This paper cites Parameter Competition Balancing for Model Merging.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Parameter Competition Balancing for Model Merging

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.138368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8769fa-f58b-4251-a0f9-3953eb2e1eba · outbound

This paper cites AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.152442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c64fb1c-8dfa-4403-b17c-428c9109ae55 · outbound

This paper cites Manning, Christopher Potts, and Róbert Csordás.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Manning, Christopher Potts, and Róbert Csordás

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:01.196344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7452fd52-fbc0-4ba3-8964-c658931c70a2 · outbound

This paper cites MergeDistill: Merging Pre-trained Language Models using Distillation.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation MergeDistill: Merging Pre-trained Language Models using Distillation

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T10:45:00.834977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e45a3911-9a0b-451f-aa44-14e8838d26ea · outbound

This paper cites LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:00.811767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b76bdcb1-ce35-4c53-b0a8-49897ab7a0b5 · outbound

This paper cites MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.391021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23738adc-91d9-4312-8744-7807ce2b9329 · outbound

This paper cites Joint Flow And Feature Refinement Using Attention For Video Restoration.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Joint Flow And Feature Refinement Using Attention For Video Restoration

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:00.721999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b6c7c5e-2dc3-4734-95d5-53248d4e92bd · outbound

This paper cites Reading digits in natural images with unsupervised feature learning.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Reading digits in natural images with unsupervised feature learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:01.157543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0801d17-1c09-4ce7-b28c-777ae14988b0 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.416156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20332a68-e70f-4301-8fcf-ffbdcca866bf · outbound

This paper cites Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.421845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8162d655-b63b-4d4c-a234-5708517df30c · outbound

This paper cites The german traffic sign recognition benchmark: a multi-class classification competition.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation The german traffic sign recognition benchmark: a multi-class classification competition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:01.136444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0385fe2-5c90-4fb4-80dd-9621bdab72a7 · outbound

This paper cites CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.431361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9278b738-4526-443f-8d77-e93b58bd9a96 · outbound

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

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:00.592794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ba99d04-4eaa-4223-bd5f-f6e1e04022ab · outbound

This paper cites A Survey on Post-training of Large Language Models.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation A Survey on Post-training of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.442702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f24d57-a811-4d78-a4b9-18607d5d298c · outbound

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

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.452935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4fd1448-f4a4-4a38-a43c-f468cee97cc2 · outbound

This paper cites Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.372787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66689331-6a68-43f8-b64c-d2b7e745405d · outbound

This paper cites Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:01.175928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb6d8915-423d-4c7a-a0bb-74ff7da0ff66 · outbound

This paper cites doi: 10.1109/ICCVW.2013.77.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation doi: 10.1109/ICCVW.2013.77

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.360904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87122cc-0529-47fa-907b-685bac4f4945 · outbound

This paper cites Denoising diffusion probabilistic models.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Denoising diffusion probabilistic models

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:01.217317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

This paper cites AdaMerging: Adaptive Model Merging for Multi-Task Learning.

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 440806a8-a740-440a-82ee-ef887bc4d064 · outbound

This paper cites Generative adversarial nets.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Generative adversarial nets

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:01.249189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a78bb67-d9d5-4f48-a795-051c245de6cb · outbound

This paper cites Distilling the Knowledge in a Neural Network.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Distilling the Knowledge in a Neural Network

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.183061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63a4cc0-6f27-437a-871c-9316abbfe70c · outbound

This paper cites MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.398386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f30a169-5cc3-4f13-ac4c-d67e9b4b823c · outbound

This paper cites Averaging Weights Leads to Wider Optima and Better Generalization.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Averaging Weights Leads to Wider Optima and Better Generalization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.215927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 861e0bfb-63eb-435c-b0fc-527a670ac9ac · outbound

This paper cites Data-Side Efficiencies for Lightweight Convolutional Neural Networks.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Data-Side Efficiencies for Lightweight Convolutional Neural Networks

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.080095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daad28df-325a-4f98-8314-e2745557d2e4 · outbound

This paper cites I Chen, Hsu-Shen Liu, Wei-Fang Sun, Chen-Hao Chao, Yen-Chang Hsu, Chun-Yi Lee, et al.

StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation I Chen, Hsu-Shen Liu, Wei-Fang Sun, Chen-Hao Chao, Yen-Chang Hsu, Chun-Yi Lee, et al

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:00.099774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.