Paper Citation Record · LEDGER

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models

As of 21 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2508.01506.

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

pith.paper-citation-record.v1
2508.01506 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:40:49.339784Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy6
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02a2d03c-8b93-430a-8e3c-929950cd6abf · outbound

This paper cites Chang, W.-C.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Chang, W.-C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:40:51.382691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12b7e2a0-0fa2-41d1-af57-7845b222685e · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:46.524655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6995a2-594c-4b5c-8f74-29c1b6306a04 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:46.650824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb48aa86-83d4-4a31-ae1f-b0b52fbcd233 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models QLoRA: Efficient Finetuning of Quantized LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:46.791518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2cea1c-7ece-4b4f-a12e-fbac5f37f672 · outbound

This paper cites Devlin, M.-W.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Devlin, M.-W

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:40:51.373721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6a9ead9c-ae27-4054-b095-2b270f11c45b · outbound

This paper cites Theapproximationofonematrixbyanotheroflowerrank.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Theapproximationofonematrixbyanotheroflowerrank

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:40:51.363956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 87868ae5-c470-4989-9cb1-0fa42813b9fb · outbound

This paper cites MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:40:50.020452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c2b9f613-7930-42f5-b2ce-5827759955f6 · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:47.324327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f36365dd-9df5-4447-86ac-798ca56512a3 · outbound

This paper cites an unresolved cited work.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:40:51.355346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb1e7e88-02f2-4590-9ec6-ab79e78161e2 · outbound

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

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Language model compression with weighted low-rank factorization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:47.501518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5c1f0a-2a34-431a-9e76-ca71f6863a0d · outbound

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

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:47.559961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 167e7114-f44c-444d-9923-7a8080a07728 · outbound

This paper cites Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:47.644420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a60a9a-c4d9-4de3-98ba-65c7d7dbc28e · outbound

This paper cites Pruning Filters for Efficient ConvNets.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Pruning Filters for Efficient ConvNets

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:47.741507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0536e03-c946-41fc-b1b8-42cd38adebcf · outbound

This paper cites Lin and Colleagues.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Lin and Colleagues

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:40:51.322437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5e7bd7e-5369-4753-a220-fc18924e8d53 · outbound

This paper cites Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:40:49.713172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1cfa2c0e-7705-4dd1-9ec3-16a67d9e115a · outbound

This paper cites Star Attention: Efficient LLM Inference over Long Sequences.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Star Attention: Efficient LLM Inference over Long Sequences

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:47.963422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e970d6f5-f3ab-49c5-bdf1-470b616bc3d0 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.111295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2387da24-0e47-44d9-b467-581819e55b25 · outbound

This paper cites An Entropy-based Pruning Method for CNN Compression.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models An Entropy-based Pruning Method for CNN Compression

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.179747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcc3029-9469-431f-99cb-34bace7a357c · outbound

This paper cites ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.270944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f16036ae-f65c-4c4f-9de8-b912414712ff · outbound

This paper cites an unresolved cited work.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:40:51.175906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bda61b5f-d27c-4f1b-8437-137c8858ae69 · outbound

This paper cites an unresolved cited work.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:40:51.000642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b221776f-d390-4df0-a0c5-ed8e677a54b6 · outbound

This paper cites Shi and Team.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Shi and Team

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:40:50.787293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4fac312-3ee2-4ee4-bc9b-51d8b7f754c5 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.546549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c5ff95-ec2e-4041-9c48-308848f3356f · outbound

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

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models LLaMA: Open and Efficient Foundation Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.636130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eecf0104-23ac-4a8d-af97-6a19508b4fb2 · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.697248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e14407b0-92ae-4892-ac3d-5e423cd16e21 · outbound

This paper cites an unresolved cited work.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:40:50.466047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9a7622b-e1e6-48bd-87af-b33efc4df0f4 · outbound

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

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.880739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc6813c-c647-47b9-908e-3d9cfb59dd32 · outbound

This paper cites SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:48.949595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45840cbb-72ee-4c4f-8e37-e9f5d9e50cfb · outbound

This paper cites Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:49.038808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34e39958-89bc-4ddd-9793-a74cf1c8f4f7 · outbound

This paper cites Yuan and Others.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Yuan and Others

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:49.101917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0564b6f0-695a-4df4-a83a-9f47494ca087 · outbound

This paper cites Zhang, Y.

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models Zhang, Y

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:40:50.277503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55795cd0-504f-4703-848e-50bc2f9c2627 · outbound

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

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models OPT: Open Pre-trained Transformer Language Models

Reference 32

Resolution: malformed identifier; no resolver link, observed 2026-08-06T05:40:49.339784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.