Paper Citation Record · LEDGER

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

As of 18 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 5 inbound Pith citation observations for arXiv:2504.19583.

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

pith.paper-citation-record.v1
2504.19583 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:52:08.855623Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:12:55.657085Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:42:59.844843Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy5
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58e21775-3462-4b0c-8a13-f2574fdbe474 · outbound

This paper cites LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.670389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa073737-8d5b-4218-97d7-da6f7c627c79 · outbound

This paper cites Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.677769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77fd10de-a777-4160-9cd4-dff618f12396 · outbound

This paper cites Efficient Compression of Large Language Models with Distillation and Fine-Tuning,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Efficient Compression of Large Language Models with Distillation and Fine-Tuning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.686615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720c9897-2579-4d66-8f2b-e442548864fd · outbound

This paper cites Instruction tuning for large language models: A survey,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Instruction tuning for large language models: A survey,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.694127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eadee7b0-e2d4-4e6b-9ed9-1a370d8ed6a7 · outbound

This paper cites A Graph Attention-Based Recommendation Framework for Sparse User-Item Interactions,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning A Graph Attention-Based Recommendation Framework for Sparse User-Item Interactions,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.701505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a99b9c-cf64-49f7-b5f5-5ac2703b1ddc · outbound

This paper cites Deep Learning for Cross-Domain Recommendation with Spatial-Channel Attention,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Deep Learning for Cross-Domain Recommendation with Spatial-Channel Attention,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.707841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2bfe14d-53fc-43ae-963f-d18266062d59 · outbound

This paper cites A Visual Communication Optimization Method for Human- Computer Interaction Interfaces Using Fuzzy Logic and Wavelet Transform,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning A Visual Communication Optimization Method for Human- Computer Interaction Interfaces Using Fuzzy Logic and Wavelet Transform,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:09.498430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89361f59-1ed5-4893-a8a9-7e2dc9399557 · outbound

This paper cites Generative UI Design with Diffusion Models: Exploring Automated Interface Creation and Human-Computer Interaction,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Generative UI Design with Diffusion Models: Exploring Automated Interface Creation and Human-Computer Interaction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:09.473317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8318f63-583b-4ca3-a67d-44f4851204ce · outbound

This paper cites Human-Computer Interaction in Smart Devices: Leveraging Sentiment Analysis and Knowledge Graphs for Personalized User Experiences,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Human-Computer Interaction in Smart Devices: Leveraging Sentiment Analysis and Knowledge Graphs for Personalized User Experiences,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:09.449596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e58eca4-5093-4533-a05b-d3f56d79be6e · outbound

This paper cites Medical Entity-Driven Analysis of Insurance Claims Using a Multimodal Transformer Model,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Medical Entity-Driven Analysis of Insurance Claims Using a Multimodal Transformer Model,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.746046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4433051-bd26-4595-880e-d76dad9fc954 · outbound

This paper cites A Self-Supervised Vision Transformer Approach for Dermatological Image Analysis,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning A Self-Supervised Vision Transformer Approach for Dermatological Image Analysis,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.760687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a5f7c88-a30e-4edf-affe-be600fa3eea6 · outbound

This paper cites Transformer-Based Structural Anomaly Detection for Video File Integrity Assessment,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Transformer-Based Structural Anomaly Detection for Video File Integrity Assessment,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.770055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ada29f6-7843-4b85-8a17-2242898443b5 · outbound

This paper cites Single-Device Human Activity Recognition Based on Spatiotemporal Feature Learning Networks,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Single-Device Human Activity Recognition Based on Spatiotemporal Feature Learning Networks,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.778569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5923d9cf-f509-4e6f-b8a3-0981ecaacb22 · outbound

This paper cites Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.787868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ccced5-1cca-4759-aec6-370d635a273b · outbound

This paper cites Optimizing Distributed Computing Resources with Federated Learning: Task Scheduling and Communication Efficiency,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Optimizing Distributed Computing Resources with Federated Learning: Task Scheduling and Communication Efficiency,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.794842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d1ec9b-cbed-4722-9464-e35fc2fa64d3 · outbound

This paper cites Context-Aware Adaptive Sampling for Intelligent Data Acquisition Systems Using DQN.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Context-Aware Adaptive Sampling for Intelligent Data Acquisition Systems Using DQN

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.803016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ad9dca-a2ea-4164-8420-0b4c1f958a97 · outbound

This paper cites Investigating Hierarchical Term Relationships in Large Language Models,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Investigating Hierarchical Term Relationships in Large Language Models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.810627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 672b1e5a-9807-4a63-9703-bb57c77ee642 · outbound

This paper cites Revisiting LoRA: A Smarter Low-Rank Approach for Efficient Model Adaptation.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Revisiting LoRA: A Smarter Low-Rank Approach for Efficient Model Adaptation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:09.325174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84dd0590-358e-47b6-9de1-bf911620b92d · outbound

This paper cites A Reinforcement Learning Approach to Traffic Scheduling in Complex Data Center Topologies,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning A Reinforcement Learning Approach to Traffic Scheduling in Complex Data Center Topologies,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.822607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28102bfe-3154-4a5e-aeb1-22e194aa43fc · outbound

This paper cites Contrastive and Variational Approaches in Self-Supervised Learning for Complex Data Mining.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Contrastive and Variational Approaches in Self-Supervised Learning for Complex Data Mining

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.828648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d79a112-b184-4fe4-83ba-fff03ebb76f1 · outbound

This paper cites Addressing Class Imbalance with Probabilistic Graphical Models and Variational Inference.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Addressing Class Imbalance with Probabilistic Graphical Models and Variational Inference

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.835236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 203171f3-f44a-4624-9694-b6d5e1184eaf · outbound

This paper cites Full Parameter Fine-tuning for Large Language Models with Limited Resources.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Full Parameter Fine-tuning for Large Language Models with Limited Resources

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.842001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b8b701-253b-4b93-96a6-17c4ec8e9735 · outbound

This paper cites LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:08.849012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3aaa5af-b96a-435f-b640-e1ec54c058fc · outbound

This paper cites LoRA: Low-rank adaptation of large language models,.

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning LoRA: Low-rank adaptation of large language models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:09.288327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 4073d223-f369-4a14-877d-3f4769ccc6a2 · inbound

Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation cites this paper.

Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:12:55.657085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9743013-8bb8-4ffd-9a9e-4584fd5df9e4 · inbound

Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks cites this paper.

Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:04:24.641882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc97f5e-7747-42bf-b1ca-7b62b85b1c88 · inbound

Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems cites this paper.

Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:07:32.947972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68390acd-383c-4355-b89a-78134fd999fe · inbound

Structured Memory Mechanisms for Stable Context Representation in Large Language Models cites this paper.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.090042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6213767-45e5-4d10-a817-7ad1534f0e91 · inbound

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment cites this paper.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:42:59.847183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.