Paper Citation Record · LEDGER

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.01566.

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

pith.paper-citation-record.v1
2506.01566 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:44:12.092976Z

measured 19 of 19 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 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

19 of 19 outbound references displayed

verified exact0
verified fuzzy17
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 253306fb-7814-4e05-aab3-f4587bda6d40 · outbound

This paper cites an unresolved cited work.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:44:14.204537Z

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 e0297eff-af56-4624-91d4-82ba9ab2f6c9 · outbound

This paper cites et al.: UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Ac- celerator for Efficient Keyword Spotting.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Ac- celerator for Efficient Keyword Spotting

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:14.168278Z

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 919b58a6-139c-4635-8297-88a36755f797 · outbound

This paper cites In: Tenth International Workshop on Frontiers in Handwriting Recognition.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing In: Tenth International Workshop on Frontiers in Handwriting Recognition

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:14.124952Z

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 0f38f4c0-f2cf-4e82-8325-a20c964d7134 · outbound

This paper cites et al.: Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:14.073001Z

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 06526337-9e89-4a52-b36d-919bf9eaf639 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence46(12), 10558–10578 (2024).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing IEEE Transactions on Pattern Analysis and Machine Intelligence46(12), 10558–10578 (2024)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:14.026863Z

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 9594eef0-ecd3-4c97-b3e2-adfb3b15eb72 · outbound

This paper cites In: 20th International Symposium on Qual- ity Electronic Design (ISQED).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing In: 20th International Symposium on Qual- ity Electronic Design (ISQED)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:13.981406Z

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 c9790160-87f9-439b-8ec2-de390c456750 · outbound

This paper cites et al.: Gemmini: Enabling Systematic Deep-Learning Architecture Eval- uation via Full-Stack Integration.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Gemmini: Enabling Systematic Deep-Learning Architecture Eval- uation via Full-Stack Integration

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:13.942215Z

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 9167cbf1-a737-4c3e-a783-d755802467ff · outbound

This paper cites et al.: SparTen: A Sparse Tensor Accelerator for Convolutional Neural Networks.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: SparTen: A Sparse Tensor Accelerator for Convolutional Neural Networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:13.895496Z

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 4da46066-1992-4a04-b872-8939f5d4c31e · outbound

This paper cites et al.: Deep Residual Learning for Image Recognition (2015).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Deep Residual Learning for Image Recognition (2015)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.591721Z

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 b15e6606-d929-4972-92db-90a44049fc3f · outbound

This paper cites et al.: How Well Do Sparse ImageNet Models Transfer? In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: How Well Do Sparse ImageNet Models Transfer? In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.538362Z

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 654751ce-080b-4047-85f9-fa7e0645f81d · outbound

This paper cites Communications of the ACM60(6), 84–90 (May 2017).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing Communications of the ACM60(6), 84–90 (May 2017)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.475322Z

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 b4aa9808-a0ba-457d-aa55-c15d42a21a76 · outbound

This paper cites et al.: Sparse Fine-tuning for Inference Acceleration of Large Language Models (2023).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Sparse Fine-tuning for Inference Acceleration of Large Language Models (2023)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.426331Z

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 b6bbab36-1c97-4db9-8c72-a0365bf8a1d0 · outbound

This paper cites et al.: Accelerating Sparse Deep Neural Networks (2021).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Accelerating Sparse Deep Neural Networks (2021)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.385157Z

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 b9c07119-9d2a-4ed5-9a17-51fef8f583c5 · outbound

This paper cites et al.: SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.325320Z

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 53c605ca-6838-43df-a1e0-72378f9dc8fe · outbound

This paper cites et al.: PyTorch: An Imperative Style, High-Performance Deep Learning Library.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.288838Z

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 4d5c6100-e1a6-4ce5-b2ed-b583f5d1ea7e · outbound

This paper cites an unresolved cited work.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:12.045676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ce1e6a-2bbc-44fb-9532-701222bad20c · outbound

This paper cites ACMTransactionsonArchitectureandCodeOptimization19(3),1–26(May2022).

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing ACMTransactionsonArchitectureandCodeOptimization19(3),1–26(May2022)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.240025Z

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 50705c9e-b25f-411e-9111-f4cc2777f995 · outbound

This paper cites et al.: Going Deeper with Convolutions.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Going Deeper with Convolutions

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.201837Z

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 cad29a81-d81a-4cd0-a955-996a2d605f8a · outbound

This paper cites et al.: Learning Structured Sparsity in Deep Neural Networks.

FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing et al.: Learning Structured Sparsity in Deep Neural Networks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.163576Z

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.

Pith citing papers

No inbound Pith citation observations are available.