Paper Citation Record · LEDGER

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression

As of 7 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 3 inbound Pith citation observations for arXiv:2506.20353.

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

pith.paper-citation-record.v1
2506.20353 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:58:09.464521Z

measured 46 of 46 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T13:02:08.337788Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T13:03:17.860174Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy1
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 194c75b9-f608-4545-a424-81d471826887 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:58:10.267590Z

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 e3910760-5673-4fae-9ba4-042db60b865f · outbound

This paper cites MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.257127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d889976-ed6d-4cd5-a2a9-7cb6927ab1f5 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:58:10.251006Z

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 d59c095d-cc24-4025-b127-aa779f4c01ea · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.266568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb24fe5d-f4ae-40d2-a856-3769fda8ac8c · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:58:10.224151Z

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 d7b9f9a9-2d9d-49f6-a3e5-b96b6940bb5d · outbound

This paper cites ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.275621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf15435-7b15-425d-a176-5b53a6816dc3 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:58:10.207536Z

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 f9fc1b2e-6e8c-417c-a622-f422821ba665 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.286016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1c7c815-0ab0-4a2e-a7f1-e1ac84fc1627 · outbound

This paper cites Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.290196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e4b592-92b1-451b-8644-81e3a6770c74 · outbound

This paper cites Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.294934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d7f4b36-e9e8-44ff-9f55-458ab5adae4e · outbound

This paper cites DeepSeek-V3 Technical Report.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression DeepSeek-V3 Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.299889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6346a234-3c79-4163-a3e6-6612ca11c7a0 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-06T22:58:09.952337Z

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 ade39c0f-f51e-4c82-8f16-222cdfb2ae79 · outbound

This paper cites GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.308919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e33ee016-3c1b-4e61-b968-eb8bb84d1c4a · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:58:10.190315Z

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 bdbaff90-18c4-44cc-b557-a820537b9852 · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.318047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 942a9050-a414-408b-91f0-4234a27c573e · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.323392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c10d2b9-b797-410b-86b5-18b665fbedf2 · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression MiniLLM: On-Policy Distillation of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.327999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f13160b3-9f5b-4067-b817-94ccb3c595bf · outbound

This paper cites Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.333138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e341fb2-7a76-4e91-b483-8103974df16b · outbound

This paper cites Language model compression with weighted low-rank factorization.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Language model compression with weighted low-rank factorization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.339529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0df1acf6-6c13-4f90-b7ab-e32b7199fe7f · outbound

This paper cites Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.344388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a6c3ce-3d26-4cef-9da7-94211323a179 · outbound

This paper cites Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.349439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb47b9a-9024-441a-b97a-73df6cff3a7a · outbound

This paper cites DistiLLM: Towards Streamlined Distillation for Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression DistiLLM: Towards Streamlined Distillation for Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.354241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18fd7ab1-8b1c-4f5d-9196-ee9999f62d13 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.359057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71ed466-5fdc-4ede-847c-9b028ff63a57 · outbound

This paper cites Large Language Model Guided Tree-of-Thought.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Large Language Model Guided Tree-of-Thought

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.363564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15593606-7149-47cb-bc38-abd8f6cc4442 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.368195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 810714f1-74a0-4951-82fe-52db304eb357 · outbound

This paper cites Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:10.150936Z

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 8760274e-24fa-40ef-8dfc-7271dc97bc24 · outbound

This paper cites ShortGPT: Layers in Large Language Models are More Redundant Than You Expect.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.378124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f167b2-df2f-4699-af0a-04a135c3b47c · outbound

This paper cites Pointer Sentinel Mixture Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Pointer Sentinel Mixture Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.383288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddb4d8c1-9b4d-4dfe-9c8c-fd18eed320b7 · outbound

This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.393198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efca936b-7996-4a94-ae34-160008f0d7a2 · outbound

This paper cites Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.398339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 581eeac3-912e-4be2-ba50-05a9c5c47b8b · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.403280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9097cef-a1d4-41e4-be55-c8db94e02f57 · outbound

This paper cites SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.407929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba842604-d1b8-4f2c-8cf8-522f9a910051 · outbound

This paper cites A Simple and Effective Pruning Approach for Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression A Simple and Effective Pruning Approach for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.413012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8117c12d-ea32-4213-aa37-fca913643ca3 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression LLaMA: Open and Efficient Foundation Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.418224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97779b26-c304-4040-9cf9-3e50f6fbe2e3 · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:58:10.122649Z

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 d28d8526-f21d-4b60-a80e-fd3fbbe226a0 · outbound

This paper cites SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.427875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05e523d-2a85-458d-9ffe-ecd124e2f74f · outbound

This paper cites an unresolved cited work.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.432640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55316e5c-ff61-417a-94d4-380549eb3137 · outbound

This paper cites ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.437323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff815dcd-05d4-42a1-be56-6fbd8d3a6b9d · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.442335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29aabc29-a33f-464c-ae12-608be072466e · outbound

This paper cites Investigating Layer Importance in Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression Investigating Layer Importance in Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.448270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85177d1e-e8e2-491a-a0fb-14cbba7c2973 · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression A Survey on Efficient Inference for Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.453345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e229cf20-4142-4772-ac9b-4cfa8819d3fc · outbound

This paper cites online" 'onlinestring :=.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression online" 'onlinestring :=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.458502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b23d971-ac29-4766-b509-7e6c7e2805ca · outbound

This paper cites write newline.

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression write newline

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:09.464521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d63e8a3f-387f-4a57-b89d-2bc88c5b2723 · inbound

NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium cites this paper.

NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium DipSVD: Dual-importance Protected SVD for Efficient LLM Compression

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:52:21.852497Z

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 5ae76682-6a3f-44ca-98ef-83e4f46c0ac7 · inbound

Different Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM Compression cites this paper.

Different Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM Compression DipSVD: Dual-importance Protected SVD for Efficient LLM Compression

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:41:33.036799Z

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 9c514930-28ee-4c34-8fe1-1f30c4530206 · inbound

SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models cites this paper.

SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models DipSVD: Dual-importance Protected SVD for Efficient LLM Compression

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:03:17.862221Z

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.