Paper Citation Record · LEDGER

CURing Large Models: Compression via CUR Decomposition

As of 23 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2501.04211.

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

pith.paper-citation-record.v1
2501.04211 v2

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:46:30.985904Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:19.550406Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

61 of 61 outbound references displayed

verified exact1
verified fuzzy18
unresolved41
parse uncertain0
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External citation measurements

1
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation f96e0379-ed16-4062-94e0-951ccab44d4b · outbound

This paper cites write newline.

CURing Large Models: Compression via CUR Decomposition write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:30.752056Z

Source-reported events for the cited work

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Observation 9c592662-510e-46d4-8d2c-030b1396713e · outbound

This paper cites GPT-4 Technical Report.

CURing Large Models: Compression via CUR Decomposition GPT-4 Technical Report

Reference 2

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Source-reported events for the cited work

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Observation f16c9158-9ed3-484a-b686-892740e8961c · outbound

This paper cites SliceGPT: Compress Large Language Models by Deleting Rows and Columns.

CURing Large Models: Compression via CUR Decomposition SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Reference 3

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Observation 0f16a82d-c320-4eb9-89d3-347d106cf703 · outbound

This paper cites C., and Patera, A.

CURing Large Models: Compression via CUR Decomposition C., and Patera, A

Reference 4

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Observation d80137a5-d71a-40b5-a4d7-96f067f3c5d7 · outbound

This paper cites and Woodruff, D.

CURing Large Models: Compression via CUR Decomposition and Woodruff, D

Reference 5

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Observation 123c449c-7eb2-4f40-9aed-0361397868a5 · outbound

This paper cites E., Hume, T., Carter, S., Henighan, T., and Olah, C.

CURing Large Models: Compression via CUR Decomposition E., Hume, T., Carter, S., Henighan, T., and Olah, C

Reference 6

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Observation b8aac74d-a403-4be9-b27a-7300bac9daac · outbound

This paper cites and Sorensen, D.

CURing Large Models: Compression via CUR Decomposition and Sorensen, D

Reference 7

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Observation 7311d4dc-3d44-44bd-a62c-96dfbf4845de · outbound

This paper cites M., et al.

CURing Large Models: Compression via CUR Decomposition M., et al

Reference 8

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Observation 4e47dd9b-cd45-4e35-9855-0303f79f9e26 · outbound

This paper cites N., Fan, A., Auli, M., and Grangier, D.

CURing Large Models: Compression via CUR Decomposition N., Fan, A., Auli, M., and Grangier, D

Reference 9

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 10

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 11

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Observation b86e7e8f-a121-4559-829f-44070b0e766f · outbound

This paper cites W., and Muthukrishnan, S.

CURing Large Models: Compression via CUR Decomposition W., and Muthukrishnan, S

Reference 12

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Observation f0d23a8a-f1e1-46ee-b6dd-817fd7c648b8 · outbound

This paper cites and Gugercin, S.

CURing Large Models: Compression via CUR Decomposition and Gugercin, S

Reference 13

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 14

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Observation 0aaebabb-b86d-4370-97fa-b9340ce5f26d · outbound

This paper cites The Llama 3 Herd of Models.

CURing Large Models: Compression via CUR Decomposition The Llama 3 Herd of Models

Reference 15

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Observation 2bcde47b-a9e8-4ba8-9a25-b047146c271f · outbound

This paper cites and Young, G.

CURing Large Models: Compression via CUR Decomposition and Young, G

Reference 16

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Observation 76f8f547-fd9d-4023-bd9c-ce8eb73863df · outbound

This paper cites Spectrum-Revealing CUR Decomposition.

CURing Large Models: Compression via CUR Decomposition Spectrum-Revealing CUR Decomposition

Reference 17

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Observation dc4445d7-c986-473d-bf3b-be45c381a8dd · outbound

This paper cites CURLoRA: Stable LLM Continual Fine-Tuning and Catastrophic Forgetting Mitigation.

CURing Large Models: Compression via CUR Decomposition CURLoRA: Stable LLM Continual Fine-Tuning and Catastrophic Forgetting Mitigation

Reference 18

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Observation 2ab181b0-fa55-4b79-bcc0-4caf31a26559 · outbound

This paper cites STAT: Shrinking Transformers After Training.

CURing Large Models: Compression via CUR Decomposition STAT: Shrinking Transformers After Training

Reference 19

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Observation 2385e883-8e8b-4e7e-908b-29adb70e896c · outbound

This paper cites Persistent Topological Features in Large Language Models.

CURing Large Models: Compression via CUR Decomposition Persistent Topological Features in Large Language Models

Reference 20

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Observation b5ad59ad-7a82-45a0-b4a1-d647987229a5 · outbound

This paper cites Better & Faster Large Language Models via Multi-token Prediction.

CURing Large Models: Compression via CUR Decomposition Better & Faster Large Language Models via Multi-token Prediction

Reference 21

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Observation 937d324b-4085-4613-8bbf-db89f2b450df · outbound

This paper cites The Unreasonable Ineffectiveness of the Deeper Layers.

CURing Large Models: Compression via CUR Decomposition The Unreasonable Ineffectiveness of the Deeper Layers

Reference 22

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Observation 15eac7fa-f014-4ce7-8012-d93a9dd90c87 · outbound

This paper cites M., and Liu, Y.

CURing Large Models: Compression via CUR Decomposition M., and Liu, Y

Reference 23

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Observation c77c0a00-193f-4e91-90fe-7ad2f26ad356 · outbound

This paper cites Stability of Sampling for CUR Decompositions.

CURing Large Models: Compression via CUR Decomposition Stability of Sampling for CUR Decompositions

Reference 24

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Observation 6057c056-446d-4b3d-b0f5-86571b1c96a0 · outbound

This paper cites and Huang, L.

CURing Large Models: Compression via CUR Decomposition and Huang, L

Reference 25

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Observation 93bb7d36-8ceb-4464-94a6-7e0db49d4122 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

CURing Large Models: Compression via CUR Decomposition Distilling the Knowledge in a Neural Network

Reference 26

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Observation 3098c8aa-5572-4477-8b70-5a6b0215a99e · outbound

This paper cites Approximation capabilities of multilayer feedforward networks.

CURing Large Models: Compression via CUR Decomposition Approximation capabilities of multilayer feedforward networks

Reference 27

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Observation d353909e-982d-49c3-b2d9-72fe48203a2b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

CURing Large Models: Compression via CUR Decomposition LoRA: Low-Rank Adaptation of Large Language Models

Reference 28

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Observation 2ce6414e-393b-4811-ae91-0b92663a2720 · outbound

This paper cites Sparse is enough in scaling transformers.

CURing Large Models: Compression via CUR Decomposition Sparse is enough in scaling transformers

Reference 29

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Observation 7e072e6c-c74c-428e-adc6-54a5577547c0 · outbound

This paper cites Just CHOP: Embarrassingly Simple LLM Compression.

CURing Large Models: Compression via CUR Decomposition Just CHOP: Embarrassingly Simple LLM Compression

Reference 30

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Observation d7259b13-9846-4bab-8144-dba2fdb960b0 · outbound

This paper cites MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning.

CURing Large Models: Compression via CUR Decomposition MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Reference 31

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CURing Large Models: Compression via CUR Decomposition DeepSeek-V3 Technical Report

Reference 32

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This paper cites Decoupled Weight Decay Regularization.

CURing Large Models: Compression via CUR Decomposition Decoupled Weight Decay Regularization

Reference 33

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CURing Large Models: Compression via CUR Decomposition SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 34

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 35

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Observation 15822251-5b15-4390-a588-0a8e2ef8f60f · outbound

This paper cites LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression.

CURing Large Models: Compression via CUR Decomposition LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression

Reference 36

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Observation 38a33ec7-2f5a-41a3-80bf-fbde91ddbe57 · outbound

This paper cites Are sixteen heads really better than one? Advances in neural information processing systems, 32, 2019.

CURing Large Models: Compression via CUR Decomposition Are sixteen heads really better than one? Advances in neural information processing systems, 32, 2019

Reference 37

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 38

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CURing Large Models: Compression via CUR Decomposition T., Joshi, R

Reference 39

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 40

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CURing Large Models: Compression via CUR Decomposition Searching for Activation Functions

Reference 41

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CURing Large Models: Compression via CUR Decomposition and Zdeborov \'a , L

Reference 42

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CURing Large Models: Compression via CUR Decomposition The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Reference 43

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CURing Large Models: Compression via CUR Decomposition GLU Variants Improve Transformer

Reference 44

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

Reference 45

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This paper cites LLM Pruning and Distillation in Practice: The Minitron Approach.

CURing Large Models: Compression via CUR Decomposition LLM Pruning and Distillation in Practice: The Minitron Approach

Reference 46

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CURing Large Models: Compression via CUR Decomposition Unresolved cited work

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CURing Large Models: Compression via CUR Decomposition Less is more: Compact matrix decomposition for large sparse graphs

Reference 48

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CURing Large Models: Compression via CUR Decomposition A Simple and Effective Pruning Approach for Large Language Models

Reference 49

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CURing Large Models: Compression via CUR Decomposition Patient Knowledge Distillation for BERT Model Compression

Reference 50

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CURing Large Models: Compression via CUR Decomposition Understanding and Improving Knowledge Distillation

Reference 51

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CURing Large Models: Compression via CUR Decomposition L., McDougall, C., MacDiarmid, M., Freeman, C

Reference 52

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CURing Large Models: Compression via CUR Decomposition The LLM Surgeon

Reference 53

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CURing Large Models: Compression via CUR Decomposition Attention is all you need

Reference 54

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CURing Large Models: Compression via CUR Decomposition Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Reference 55

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CURing Large Models: Compression via CUR Decomposition and Martinsson, P.-G

Reference 56

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Observation 0a2fa0b9-7450-4d11-9113-75a703fa55bd · outbound

This paper cites and Zhang, Z.

CURing Large Models: Compression via CUR Decomposition and Zhang, Z

Reference 57

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Observation 2af634f7-5108-44f4-9138-09e9573bcec6 · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

CURing Large Models: Compression via CUR Decomposition Linformer: Self-Attention with Linear Complexity

Reference 58

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Observation 8f91ae48-9f3b-44f3-865e-55e5f2e4c193 · outbound

This paper cites BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments.

CURing Large Models: Compression via CUR Decomposition BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments

Reference 59

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Observation c146c8ad-fcbe-4bd3-a73a-d7ee63602364 · outbound

This paper cites Structured Pruning of Large Language Models.

CURing Large Models: Compression via CUR Decomposition Structured Pruning of Large Language Models

Reference 60

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Observation 58bba87c-1c59-495a-9621-01aae6e24580 · outbound

This paper cites Structured Pruning Learns Compact and Accurate Models.

CURing Large Models: Compression via CUR Decomposition Structured Pruning Learns Compact and Accurate Models

Reference 61

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Pith citing papers

Observation 441e766c-4a29-4ec4-a093-9abbc336ddae · inbound

Frugal Machine Learning for Energy-efficient, and Resource-aware Artificial Intelligence cites this paper.

Frugal Machine Learning for Energy-efficient, and Resource-aware Artificial Intelligence CURing Large Models: Compression via CUR Decomposition

Reference 35

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