Paper Citation Record · LEDGER

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

As of 9 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 11 inbound Pith citation observations for arXiv:2502.02723.

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

pith.paper-citation-record.v1
2502.02723 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:28:42.782058Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:52:34.945281Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

65 of 65 outbound references displayed

verified exact0
verified fuzzy23
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 4bcfa074-0c5a-4cf5-9d92-75bf999d9168 · outbound

This paper cites Online embedding compression for text classification using low rank matrix factorization.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Online embedding compression for text classification using low rank matrix factorization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:44.308721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a2a31796-beb2-4155-aaf7-09f30101c05a · outbound

This paper cites GPT-4 Technical Report.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.734065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da0344b2-58d0-4440-af75-0c612c8bc739 · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.738892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7833c457-167b-46d3-bec5-b1bdcd40a65f · outbound

This paper cites Fluctuation-based adaptive structured pruning for large language models.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Fluctuation-based adaptive structured pruning for large language models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:44.257929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0203bb5c-415c-4efe-bc9c-2bd009ed3fb2 · outbound

This paper cites Fluctuation-based adaptive structured pruning for large language models.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Fluctuation-based adaptive structured pruning for large language models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:44.095705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42b9402e-2097-4547-a53f-760554f80f1a · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.753549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b484d0ed-0e07-4151-b346-896ffe71afee · outbound

This paper cites Polycystic kidney disease.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Polycystic kidney disease

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.990652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5512a3b1-a4b1-47ef-82e1-d273f7f9c1a9 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Piqa: Reasoning about physical commonsense in natural language

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.789022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed1371eb-c2ab-4243-bcfe-57627e32097c · outbound

This paper cites Compression of facial images using the k-svd algorithm.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Compression of facial images using the k-svd algorithm

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.948695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4da6f7cc-d993-4278-8550-cd787e359626 · outbound

This paper cites Model compression.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Model compression

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.837530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4afa722c-74af-4adc-871c-ecbcacd4724a · outbound

This paper cites AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.876800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40154a49-5c52-43aa-a8c7-634c46894495 · outbound

This paper cites Groupreduce: Block-wise low-rank approximation for neural language model shrinking.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Groupreduce: Block-wise low-rank approximation for neural language model shrinking

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.920828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff14f3dc-5d70-4473-addd-62db01879b37 · outbound

This paper cites A Survey of Model Compression and Acceleration for Deep Neural Networks.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives A Survey of Model Compression and Acceleration for Deep Neural Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:41.989055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd99a94-218e-4a1a-8a3c-b6aa330be97a · outbound

This paper cites A comprehensive survey on model compression and acceleration.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives A comprehensive survey on model compression and acceleration

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.904776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17a68406-e469-42a8-9aeb-d2e05f9f120a · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.015659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5af80f8-d349-41bc-881a-29e9621b66b2 · outbound

This paper cites Exploiting linear structure within convolutional networks for efficient evaluation.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Exploiting linear structure within convolutional networks for efficient evaluation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.887379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28820110-367f-46d4-9496-debfceb6c155 · outbound

This paper cites Everybody prune now: Structured pruning of llms with only forward passes.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Everybody prune now: Structured pruning of llms with only forward passes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.025275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3996e979-36db-481d-b3a9-da6aef92a1f2 · outbound

This paper cites Qlora: Efficient finetuning of quantized llms.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Qlora: Efficient finetuning of quantized llms

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.136930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5b6d554-3a1e-418c-a4a2-e6743113ece2 · outbound

This paper cites Sparsegpt: Massive language models can be accurately pruned in one-shot.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Sparsegpt: Massive language models can be accurately pruned in one-shot

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.142052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8bab2db-b79a-4cbe-bf6b-76822a4b1ee8 · outbound

This paper cites Optq: Accurate quantization for generative pre-trained transformers.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Optq: Accurate quantization for generative pre-trained transformers

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.848589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9d88207-bb64-4067-b9e4-e644b1cb0063 · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.151994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f0db00-f88c-4cbf-a9b9-2b83c3b97105 · outbound

This paper cites A framework for few-shot language model evaluation.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives A framework for few-shot language model evaluation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.156513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1d1039-9846-4277-bd6a-c538d66f4a71 · outbound

This paper cites An efficient svd-based method for image denoising.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives An efficient svd-based method for image denoising

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.821404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 100ecf27-ea29-424d-afe9-6b052a2b3bf9 · outbound

This paper cites Dynabert: Dynamic bert with adaptive width and depth.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Dynabert: Dynamic bert with adaptive width and depth

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.804535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12986e8d-83a8-470f-bd81-c000a674a273 · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Language model compression with weighted low-rank factorization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.170042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96009f49-6cd5-44ba-a6bd-bb4868e36dea · outbound

This paper cites Speeding up Convolutional Neural Networks with Low Rank Expansions.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Speeding up Convolutional Neural Networks with Low Rank Expansions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.174810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0165c44b-07a6-4503-90cd-b7ff83e2112e · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives OpenVLA: An Open-Source Vision-Language-Action Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.179119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b308851-e505-4df8-ad27-7ad194f53a52 · outbound

This paper cites SqueezeLLM: Dense-and-Sparse Quantization.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives SqueezeLLM: Dense-and-Sparse Quantization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.183775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77e05df3-c775-4879-adca-e1deb99f96dc · outbound

This paper cites The singular value decomposition: Its computation and some applications.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives The singular value decomposition: Its computation and some applications

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.787911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6755f68b-b791-4a9b-b8de-11ffd0f0b17a · outbound

This paper cites Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.193127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab67c8cd-a77d-486d-b086-0d449177f920 · outbound

This paper cites Mimo transmission over a time-varying channel using svd.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Mimo transmission over a time-varying channel using svd

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.770022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb3ebefa-7e85-4327-9f87-e76e23343974 · outbound

This paper cites LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.201982Z

Source-reported events for the cited work

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Observation 541a9166-7dcd-4109-92cd-d50d1be7d776 · outbound

This paper cites Awq: Activation-aware weight quantization for on-device llm compression and acceleration.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Awq: Activation-aware weight quantization for on-device llm compression and acceleration

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.227778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2100be7d-1f2e-4742-9b81-5802c6530901 · outbound

This paper cites Improved baselines with visual instruction tuning.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Improved baselines with visual instruction tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.267896Z

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Unavailable: canonical work link unavailable.

Observation 0cf694df-be49-4cdf-9a0c-aaa4fea675c5 · outbound

This paper cites Llm-pruner: On the structural pruning of large language models.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Llm-pruner: On the structural pruning of large language models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.371607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310550ea-1bc2-4bf2-9409-741cccc8435c · outbound

This paper cites Building a large annotated corpus of english: The penn treebank.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Building a large annotated corpus of english: The penn treebank

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.431531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a0301e-2523-417f-a179-a8aba0ee0a1f · outbound

This paper cites Pointer Sentinel Mixture Models.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Pointer Sentinel Mixture Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.437017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b923d85f-0b51-486f-86b2-2e3ef19e8b9e · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.441449Z

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Unavailable: canonical work link unavailable.

Observation 01ec3da1-08d8-45c0-adfa-87b56b4d1b13 · outbound

This paper cites ACDC: A Structured Efficient Linear Layer.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives ACDC: A Structured Efficient Linear Layer

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.446884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d85e89-1e63-4ad9-9db4-c8e7b8732f36 · outbound

This paper cites Image compression using svd.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Image compression using svd

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.709916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ece4296-0a93-4dfa-9159-73f4a2b6d871 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.457003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9beb877d-15c1-413d-8a9e-664b27c79661 · outbound

This paper cites Matrix compression via randomized low rank and low precision factorization.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Matrix compression via randomized low rank and low precision factorization

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.693174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d563c240-c76a-4cc3-aba1-c10f28543947 · outbound

This paper cites Compressing Large Language Models using Low Rank and Low Precision Decomposition.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Compressing Large Language Models using Low Rank and Low Precision Decomposition

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.466468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13997ab6-c7a7-4675-88e2-d11a0b153672 · outbound

This paper cites Low-rank matrix factorization for deep neural network training with high-dimensional output targets.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Low-rank matrix factorization for deep neural network training with high-dimensional output targets

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.471191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8d0440-62ab-4f58-9a92-2b2c330a4315 · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Winogrande: An adversarial winograd schema challenge at scale

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.608732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 434727a9-f935-42c4-ace9-b25fb353ac1d · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Winogrande: An adversarial winograd schema challenge at scale

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.556374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af495976-c665-41ef-8997-8bd30f57575f · outbound

This paper cites The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.485667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a0ce23c-c2e9-4648-8002-6bf5101d6af0 · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives A Simple and Effective Pruning Approach for Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.490118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f175828b-14e0-4991-83c7-a12f67c56d2b · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives LLaMA: Open and Efficient Foundation Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.495068Z

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Unavailable: canonical work link unavailable.

Observation 9ce627bf-d948-46bd-841c-b01d331763aa · outbound

This paper cites Pufferfish: Communication-efficient models at no extra cost.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Pufferfish: Communication-efficient models at no extra cost

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.467239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 992b39bd-bb94-44ea-b27b-3377db3fb089 · outbound

This paper cites Robust differentiable svd.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Robust differentiable svd

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.448641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d395912-3d91-429c-89e0-8e7b8e6dc102 · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.509299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22028f7-21fb-4373-a079-e19855b26f98 · outbound

This paper cites Candid covariance-free incremental principal component analysis.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Candid covariance-free incremental principal component analysis

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.432442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2876c3e4-03ec-46ea-a200-02f8c261382b · outbound

This paper cites The devil is in the details --- W ikipedia , the free encyclopedia.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives The devil is in the details --- W ikipedia , the free encyclopedia

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.417085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a60e0235-b8eb-4d4c-b462-f833dfa36b97 · outbound

This paper cites Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.522131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64fc05a-cbf4-4b36-997d-ae8b8030e2fb · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.526356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7caf2f9-3571-4444-bfd4-1c7e1fcd5131 · outbound

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

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.570201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 458170ee-cc5f-458f-bb52-13d3f0d5936f · outbound

This paper cites LQER: Low-Rank Quantization Error Reconstruction for LLMs.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives LQER: Low-Rank Quantization Error Reconstruction for LLMs

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.604458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce77cd2-bdfe-4efb-8463-001cdf496660 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives OPT: Open Pre-trained Transformer Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.651631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67c7d24b-be20-4a98-91ab-a6d20a00a95d · outbound

This paper cites Accelerating very deep convolutional networks for classification and detection.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Accelerating very deep convolutional networks for classification and detection

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.400419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 071b07a0-3070-4513-82a3-521419cfc3e7 · outbound

This paper cites A novel strategy for signal denoising using reweighted svd and its applications to weak fault feature enhancement of rotating machinery.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives A novel strategy for signal denoising using reweighted svd and its applications to weak fault feature enhancement of rotating machinery

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:28:43.383862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation abcd91fc-4b79-4145-b1bb-5df9c3215ade · outbound

This paper cites write newline.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives write newline

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.766523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 320e95d5-70e1-47f3-918f-06ffaac58c5d · outbound

This paper cites @esa (Ref.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives @esa (Ref

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.772679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576de6e5-b7eb-4ed6-ae59-458640f03c8a · outbound

This paper cites an unresolved cited work.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-09T11:28:42.777627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc691c87-b253-4778-a693-499b3a43a523 · outbound

This paper cites an unresolved cited work.

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:28:43.335050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 92630c1d-d3a7-4d52-b8e5-590a396fc622 · inbound

MLorc: Momentum Low-rank Compression for Memory Efficient Large Language Model Adaptation cites this paper.

MLorc: Momentum Low-rank Compression for Memory Efficient Large Language Model Adaptation Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T10:52:15.105013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80863ccb-f140-4e60-be2e-760954c897e0 · inbound

Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision cites this paper.

Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T22:52:34.945281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7c3906-05eb-4b15-bd72-62c0f4f5af37 · inbound

PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint cites this paper.

PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:08.984558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a9c3d5e-6a79-4555-aca3-7d9f1d6ac06d · 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 Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:52:21.828106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc3fe965-3261-4108-8a38-d6be2b72e2df · 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 Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:41:33.281262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 780a5aed-363f-4d75-b1f9-680ffc603211 · 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 Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:03:17.841732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 790cbab5-caf8-42f9-8ded-dd198d1df81e · inbound

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation cites this paper.

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:02:34.643744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15e703f2-3558-44de-9f52-1ba3b8efc1fa · inbound

LASER: Loss-Aware Singular-value Decomposition and Rank Allocation for Efficient Low-Precision Vision-Language Models cites this paper.

LASER: Loss-Aware Singular-value Decomposition and Rank Allocation for Efficient Low-Precision Vision-Language Models Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:34.654011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cb8d725-9f22-4289-8845-758fa7265c5e · inbound

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression cites this paper.

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:46:26.847497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 469c2b70-0a88-446a-a3a9-ffb4dfce1e3d · inbound

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices cites this paper.

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:20.856484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91e5a9e7-e2ac-4db5-9dec-69fe05602ad9 · inbound

LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression cites this paper.

LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T05:11:18.690792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.