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Paper Citation Record · LEDGER

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model

As of 8 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2505.19349.

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

pith.paper-citation-record.v1
2505.19349 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:21:59.321335Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

92 of 92 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved81
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0686fedf-807f-4441-a51f-a44c2af1445a · outbound

This paper cites Fryman, Wim Heirman, Jason Howard, Ibrahim Hur, Samkit Jain, Marek M.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Fryman, Wim Heirman, Jason Howard, Ibrahim Hur, Samkit Jain, Marek M

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.025905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.025905Z digest=sha256:85c3ec931925374c0e0deeeab275460bc19c34e0c2eb927042a4d66d15af15f1

Observation 9d76212f-7f01-471e-a304-4d951f81d235 · outbound

This paper cites GPT-4 Technical Report.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model GPT-4 Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.082001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.082001Z digest=sha256:ec0bf46eb6ce86da16afa0504130d00a0eee11e7ca30bb1ad706be30c3388423

Observation 7958efc2-1483-432d-9bba-60829a9e1734 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.196933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.196933Z digest=sha256:ddc1fd9100998efb1a6639a3afac117b7aa2e2da477db91f5975ec64c884acbc

Observation a9660af7-15e2-4cec-980f-950473712204 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.321691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.321691Z digest=sha256:dc3f0977436a1aaee65878cc63cbf42bca35b1ab012eab4ddcbc28f384d0a36d

Observation 109e3bb6-ca25-4015-963e-d345d9d148b9 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.403886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.403886Z digest=sha256:5c2c390eefa72783e1227c767d2f701a0b881d7dc6eea0e33989180f9409238f

Observation 7ea9702d-360d-4381-a8ab-6091f8e9ab97 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.457351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.457351Z digest=sha256:948e47e956f607c3b9d6351590cd92c134d44168320b462366fc2e8977be117c

Observation 46f6f20b-7b88-4ea8-8e20-5298b8170dd4 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.548549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.548549Z digest=sha256:5b4efddb175d3da3eac6f2fa38b0e5c8ab67968f45447e363972a78440f586cf

Observation cc7b7559-659a-4132-9b5b-bec4904b5745 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.645995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.645995Z digest=sha256:8379a8fb4571bc15a125789cbe3ecbc27934e70f9a999d626861388bfc8ce3b9

Observation 032ac086-2043-4b13-81bc-61809de89589 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T14:22:00.145048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:52.819178Z digest=sha256:95b8c8eae982125cf10510c1485329527f2042cb8f20fad345dfe7ba017fb4ff

Observation d4674d66-28ac-4cf6-a74f-2b28d00161c5 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.900803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.900803Z digest=sha256:c84b29753e3ac6843a6165df8d4ab7ccee5ac6d5df4947adea0d737cddadc6a4

Observation c6570655-7543-45b1-8db3-32a081f2eb34 · outbound

This paper cites Carlson, Wim Heirman, Stijn Eyerman, Ibrahim Hur, and Lieven Eeck- hout.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Carlson, Wim Heirman, Stijn Eyerman, Ibrahim Hur, and Lieven Eeck- hout

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.978424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.978424Z digest=sha256:605f6f3cb58f3eaf019e844f475947205a3007e5987c6e998c6987c463a74eca

Observation 978208b5-46ee-4926-94aa-d02c9e5a30da · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:53.082020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:53.082020Z digest=sha256:6b20ca1ed9474665fde6e5e47bdc1f8cd42d41e84859848cdd696b1879e7f29c

Observation 35af22a5-b3be-4daf-8a31-5e0e2c810e1c · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:53.136701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:53.136701Z digest=sha256:62515ceba13fff3e22046f7d8f59411efdea3ac4f80a320a2915dfb9f75c61d2

Observation 478b80aa-30b3-486f-bff7-9b06d19216ab · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:53.168815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:53.168815Z digest=sha256:c3ff9f4655015421c95cf32f64cbcacc69bacdbe549b56a5d31613c2bf49987d

Observation 975db0ff-2a1b-4082-a8ef-f5ea52fc2d92 · outbound

This paper cites HLAT: High-quality Large Language Model Pre-trained on AWS Trainium.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model HLAT: High-quality Large Language Model Pre-trained on AWS Trainium

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:21:59.992947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.210998Z digest=sha256:240e6b5456313c347b65b125a5ea212fb379113a9fa4ec79a2f3d66cc8d6428b

Observation 2d766db9-eb5e-4477-8ce6-91b723bf56e7 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.822589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.314816Z digest=sha256:99f17b5a50d7ec9bd80019f5506736227f49e960e4dbe9a76d0afd1a3ce99fdd

Observation a7d990bf-3fc1-48e7-bbfb-04c89501c832 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.813088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.390859Z digest=sha256:2fd247520697153e59363ed79681bd140a3340b27a7154e7664cee37069f4645

Observation 5c65a994-6057-49b6-a597-c47dcaef35a8 · outbound

This paper cites Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:21:59.922435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.447774Z digest=sha256:33e3019ec63c625d857fa8ff52747a7d88ab88300ca5f641bb94e1f666e1e800

Observation 7ee157b0-5522-4af5-8d4c-7f3c6636032f · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.804796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.524124Z digest=sha256:c7625e957adc2c2b075dd4a64be236436c8837aff01840dff2dc412fb70d4058

Observation 95af6655-ec39-4727-8fc0-1fd1aae67255 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 20

Resolution
malformed identifier
no resolver link, observed 2026-08-07T14:21:53.585411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:53.585411Z digest=sha256:01990d4dea0746e76def1335c5e6a339fcb6f257a45fb8066b395d3fbe6b8201

Observation 6c62c4c0-3c91-4a9e-acc7-991a216c6244 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.795972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.658556Z digest=sha256:ec308e1db2ebcc1ac22c759aa6e31753d48f01d79d6c79d05817fc011637bc8b

Observation 2e437f04-6548-4451-864e-fd057c17adcd · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:53.706780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:53.706780Z digest=sha256:48d4be20eb8557f92854a0a3183343cfa1c4742c5bb7d2e7eaeaa1093ccfacf9

Observation 222bef60-d750-4ebb-8358-ccc90e069115 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.784390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.773049Z digest=sha256:58ee312ee160052169df59fd41bca4d5da35f5c9e4ee4b3ec223cefe20671b46

Observation 66824ec4-713d-483b-a02c-63fa79c9d7fa · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.766895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.896557Z digest=sha256:022e3b49d48d89cc625144cfdcb61b5df710a9107a0e9fba16cd0137ee63ece3

Observation b489eed3-9dc1-492f-83f7-7113eda13313 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.757946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.952291Z digest=sha256:5c91174ef6eb0be48fe8b1f84a36db5962e3e1789313adbae879e98236219e2e

Observation 45505861-0742-4227-9476-97421ec0dfbb · outbound

This paper cites Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:01.750763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.004727Z digest=sha256:ebb54d241728176095b177dfda5b6c07b4f9733eaea88a33fd3300a9937e42fa

Observation 8972a2a6-821b-4b95-84fa-28c392406bb5 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.742638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.093625Z digest=sha256:42516e3b5ca6e0ae0e7f171e2642e2dec7936070778a27e7aa71180cf849117b

Observation a6c625f5-74df-4ccb-9e9b-c57d6813d2b8 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.734076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.148070Z digest=sha256:883f047719e33dd037b74f9aca4398981e64ae0062341fb3ddaab809f220d435

Observation 6d95b325-1194-4efa-ac03-4d712913deb2 · outbound

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

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:54.186854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:54.186854Z digest=sha256:30ae0a974713219d0a497355c9801da7d215886b066c0166f19fd01d6aca0052

Observation c82905ac-e695-42d1-a3f4-56840a551be2 · outbound

This paper cites Effective Interplay between Sparsity and Quantization: From Theory to Practice.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Effective Interplay between Sparsity and Quantization: From Theory to Practice

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:54.241390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:54.241390Z digest=sha256:3a6ef5b9716abbb26dd50590d86d75c5e7626e9306e4931f695db3b88e9225cc

Observation 6deab99d-bc0b-4950-9d66-06c81615ef52 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:54.291956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:54.291956Z digest=sha256:efbcc3d31b0e92c2a22800af374e781f83d4d7d217d0554b6af2a335507fa1d9

Observation d7b901b7-558a-4b1f-97ae-ad8bc985be3c · outbound

This paper cites Fletcher.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Fletcher

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:54.371845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:54.371845Z digest=sha256:57734b56e89acd89972d9e42691d99f701348812b43dcb753cc1cd974f419404

Observation ffe4f87a-f8a3-43d4-a538-aa4c50312906 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.721302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.411957Z digest=sha256:fc9919e7a80ca9282b9bd50e432dd332b9047fbb78b6ef32d4197c7fa38f134d

Observation ca1150a0-eb8d-4c15-9e28-4e4c5bf048ae · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.712655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.510941Z digest=sha256:f04fe6b660b9a7cf803bd532a8e99056af82b8275c4186bbb4bc724c3ba0592d

Observation df405d83-8405-48a3-be13-8efc9ef7b75f · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.696560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.739826Z digest=sha256:316088f167d8a94dd093f062b27fafb339c1d48265f4a9fd44fe3dd6f273adc2

Observation 1a8e68e5-324a-44e1-b0ef-f9509dacb859 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.688032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.840355Z digest=sha256:3f8afe32a34f665c05fee56828474f9f49d2e5accc890ac744ce48a72fac5d0e

Observation e2861071-2f69-4453-b577-3d8c5049a1a1 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.679812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.928979Z digest=sha256:74a9e10d9ca057abc203bb9690b64bb72ac4cbdc15e25ebfc34dc0643fea2447

Observation 1f610e73-3bad-48dc-86dd-2a9b23d39733 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.670997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.000847Z digest=sha256:0003046afb4a0f4b68905930bf523d3075a0ef885e13c85a271456d4962303ed

Observation 83caa222-f5b6-4ec9-b003-c8e2dcd5d9e1 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.661018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.081198Z digest=sha256:28047330d6f8b80d35160639b1ad2e96ac432b8b6d4df2189a0f821770e2230d

Observation 5c314f04-376a-41cf-969f-ee1930b00584 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.651897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.176162Z digest=sha256:7085b76c5ca985548a087d31dc84e4984e004d54d227b1a553fc10c64f79248b

Observation b69ee064-1378-4972-b50b-67462b6aed31 · outbound

This paper cites A Survey on Hardware Accelerators for Large Language Models.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model A Survey on Hardware Accelerators for Large Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:55.252869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:55.252869Z digest=sha256:1544688ac1dafb25efdd5deff4bc137efc0f84432ab4a6ab0752deeade6d0dda

Observation c298f773-84f0-4823-8cea-e4dbb1ef39bc · outbound

This paper cites A Study of BFLOAT16 for Deep Learning Training.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model A Study of BFLOAT16 for Deep Learning Training

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:55.338936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:55.338936Z digest=sha256:6ef18c9fc1301b72a34c70b9dfe776d90eeb4681f617ef4533236906e5924515

Observation 6ea69447-f694-4057-9cbf-9bc99f9ac259 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.643421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.417456Z digest=sha256:ebc1fb06873005d52d17566a2cd3d168e6bc09aef18d9513fe4e914c16e547ab

Observation 199196b4-a299-44b2-b061-3ca43da68381 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.634356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.529165Z digest=sha256:ad8fdd549c515b7c4dc4da7de88ac4b4ddc8e2d56bd372f42b32971ff2d3e4eb

Observation e923d404-5298-4925-be3f-075f6960e292 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.625556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.621448Z digest=sha256:6796566c93329cbbb53ce947df469a869bf8eaac3dea77bf9f1e4ff3b38783df

Observation 0e5b6b64-4071-4915-adab-c18d7c268fad · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:55.705882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:55.705882Z digest=sha256:57b903483e4bedc18cd5a502d5c2e541ba7992f230c1176f26f0c177c1e85be6

Observation 9c6fc41d-9e97-4f89-a10b-cb60fc56d340 · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:55.787531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:55.787531Z digest=sha256:8da2feb958bd29a6785438b346c819d35cd279563f7517ae40608711e09e0dac

Observation 5c620eb5-08bc-40b9-8d7e-05b3a431d916 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.612861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.864991Z digest=sha256:d3f4740f05b4f09b02dfdcdeef20d155088f02e8a20699fe53c9ad6363b21742

Observation 29642755-92eb-4d86-9f34-081e2a270384 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.595773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.010452Z digest=sha256:57fbef2164881053884cf60cd8c259ca6a3483842ca65f5bea94f7ccf5d3d203

Observation 4d6eeef8-ca7e-4744-a856-4d66e3421af9 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.587440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.105862Z digest=sha256:0006683876ef427430f02ed5e5ac9ab390fce55839e656409559a66414a44bda

Observation 0ae02f5b-1f98-41cb-a991-bf2123def3f3 · outbound

This paper cites Benchmarking and Dissecting the Nvidia Hopper GPU Architecture.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Benchmarking and Dissecting the Nvidia Hopper GPU Architecture

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:56.263912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:56.263912Z digest=sha256:3c433f92657fe601a3176d46fa06e5960391416a1786b4136211fcb3907c2983

Observation fbde7bbe-96cc-4330-9a14-a639694f5158 · outbound

This paper cites In International Conference on Machine Learning.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model In International Conference on Machine Learning

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:01.604133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:55.933074Z digest=sha256:83ee3e3db5a24b5cb5bfb2d732943b918a19cda52e200832588cc3dd4fd46eec

Observation 22727d84-0b01-4ab1-9f10-bdd3fbfaba95 · outbound

This paper cites Munch, Carleton L.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Munch, Carleton L

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:01.560571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.484218Z digest=sha256:2a762d7a9a32eadf0d2780bb7def82bded86befee42d67afe59058b2465bb70b

Observation 612a0daa-ff5e-4d5c-9978-6705bf08ea15 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:56.617979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:56.617979Z digest=sha256:1ef0c2950696cd328e7ebe3f0f26d1a79b2221b98096bb244965f29739473775

Observation c5fbbbf7-e134-47ed-9299-b05db59ca1a6 · outbound

This paper cites In 2019 IEEE 27th Annual International Symposium on Field- Programmable Custom Computing Machines (FCCM).

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model In 2019 IEEE 27th Annual International Symposium on Field- Programmable Custom Computing Machines (FCCM)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:01.577665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.198103Z digest=sha256:b52fcfb12cdd38c2f07ee70a8a1441d3866aaa96db4c6a78333a28e6fa9e2f4e

Observation 144eb246-382e-4fbe-94ff-83acf384b433 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.544844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.775378Z digest=sha256:f126a2ada3321096bb926b4c6eed9725c0e641aed943ad5276784853948b4e63

Observation 22adf2ce-13b3-4bf7-b4d7-86857109815a · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.569440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.383466Z digest=sha256:43fd178feff8c9f0463b932fe90fd352c0d0a09ab32774c78d5fa7eda1cec7ef

Observation 02880ceb-3b6e-436f-95ef-7b72665404f5 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.044164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.044164Z digest=sha256:9e14174bf3a8f58a73d5634eca12425d51721f9d43b9ee187dc98597a9349165

Observation 21b77cd0-db2a-4b3a-aa7d-1a9b8dd60e28 · outbound

This paper cites Splitwise: Efficient generative LLM inference using phase splitting.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Splitwise: Efficient generative LLM inference using phase splitting

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.238960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.238960Z digest=sha256:c24a2ec47fe6e451b4b34bb19ea76bfcf568b815cdea9d4d3605f2db42480303

Observation 23e9e9f4-cc1e-489d-95a4-d2b734308a22 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.552454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.662968Z digest=sha256:58f515dff2738b8b1dcc04e5cad5e148b4e6b73f18b57c9b4ff3a35ca4f8c036

Observation 6d267e34-3b1b-436f-abad-fe478bf79e61 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.511317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:57.576886Z digest=sha256:6908ccf2549972fdb121aa164e5185e7fae415e396d97e94d76997bce7742ce7

Observation 7d9a9800-f053-4a38-97ba-4c418f524bb1 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.536364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:56.922126Z digest=sha256:cff140d092bbce5d0bf99df561a1a5d94671396898958d58e54ec33351e61a60

Observation 6deaa6f1-efb0-4fc8-8d28-a18cfcc6c4ef · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.169497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:57.718669Z digest=sha256:26d036995130a9dcd95f030b1eaea6f3824823ed97aeaeffebdb89236927b27a

Observation bc8f6112-4b38-47a5-913a-ea66623bee9e · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.721300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.721300Z digest=sha256:08dd4c3e0ae72be1958d5e22d2378c486150c34b80686e234b813700cecabd86

Observation 6cd54c85-39fe-4192-85de-e2ecec16fbe2 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.525213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:57.415265Z digest=sha256:5d2e5525fa88fd3a4b153b877d87f867e527dc9dcb575bf7ed43d9311705669d

Observation 9e8243d1-1db2-46a3-9b28-338b160e2010 · outbound

This paper cites The Synergy of Speculative Decoding and Batching in Serving Large Language Models.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model The Synergy of Speculative Decoding and Batching in Serving Large Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.801138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.801138Z digest=sha256:d97192ba80eb7c9984859a5fe0772243a2414173246de0d704e3748348929670

Observation e068f054-e4be-4242-a4b5-bcf3458afccc · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.346320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:57.706933Z digest=sha256:eba142dfff3f5e0fb75b64f0ad761a8767cf464420d49eb9e23e4b1fa5eba522

Observation 6914ed67-541a-4073-ac56-45c55bef2ff4 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.888639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.888639Z digest=sha256:052e5c054eb5bf457435422cbdf90528215039e15b72e2a9ed34b09f8d1f9582

Observation 23ada355-9b15-40cc-a5e4-59c2a697f7ee · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.968398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.968398Z digest=sha256:6dcfcccc23b63cfbe974983a144c23eaebda60780bca04a63c1531cb154e50b3

Observation ddcf6ddd-e1d0-4353-89d5-989cedcab8b4 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.031466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:57.733969Z digest=sha256:4dbf6f7ccba09daa76d060f647aa579fb5614d533ec082ef0349bc462552f383

Observation 03d5f4ae-4225-4b5e-90b6-d0812ca05b36 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:01.005422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:58.060191Z digest=sha256:facbb80d19aa5b8b796acc44a52110a8d4fb788b90e79b0165caa7fb37e62acc

Observation 88173e3b-bd87-429b-8fba-5309e981776f · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:57.852152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:57.852152Z digest=sha256:35a74ef36f2fdc66cadbd2d50081314f753adbed9765784c6debf6ff0a126f8b

Observation 778bafb6-3442-402c-8dee-888d6ef44b3e · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.807203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:58.192140Z digest=sha256:975243b3f540597e301a84325d65950bda93301eac6d446bcb84af51b7799140

Observation 673099a7-6fb5-40b2-8fe2-56c0c6298ec8 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.695269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4ae87194-27b8-4ff2-b320-de5ba10837d1 · outbound

This paper cites Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:58.025701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:58.025701Z digest=sha256:6e9437745462b8416b0e81bc5a237abd4d52f8085840a29e484823de649c1a34

Observation bb364619-0240-43b7-917f-9b5b2c3920ad · outbound

This paper cites LLM Inference Unveiled: Survey and Roofline Model Insights.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model LLM Inference Unveiled: Survey and Roofline Model Insights

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:58.446351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:58.446351Z digest=sha256:695817fb503c697b250cd8a29f945378aad3409d01433792a8c4bc497a69f012

Observation 016c868a-197c-4920-b36e-19bafe752214 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.935523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:58.119243Z digest=sha256:7263aaf644dffc9bf652405789e568259fab860d6cc1b8873cebc1c04e4636d0

Observation cd0f0526-091f-4627-9fbf-898186571c18 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.504834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:58.599301Z digest=sha256:3769b4b7b8ee96a9019caf6d4127b9ae8bcd79cf00157dd71446793d5c7b078f

Observation 88584398-b50c-4567-8c84-b4192131d000 · outbound

This paper cites SummIt: Iterative Text Summarization via ChatGPT.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model SummIt: Iterative Text Summarization via ChatGPT

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:58.646623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:58.646623Z digest=sha256:c58710200e40899c7eea5152a2cbb07cc0c56d8314e586fd634f4e39dd530e00

Observation 3b3cedc6-04fb-4d3b-bcc0-e09ea4c2a11c · outbound

This paper cites Benchmarking Machine Translation with Cultural Awareness.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Benchmarking Machine Translation with Cultural Awareness

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:58.339221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:58.339221Z digest=sha256:29fed4049275570e896aa9304152014a4d04dc04734663cd350de54660ed7123

Observation 57d953fd-2721-4fc4-a254-464e8e8a9764 · outbound

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

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model OPT: Open Pre-trained Transformer Language Models

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:58.873163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:58.873163Z digest=sha256:957030babb8ff1af6fe254009b3c02189ddece66e25136bc77e79a754be099e4

Observation 55093416-85bb-44a5-88b7-51754ed9a545 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:58.508202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:58.508202Z digest=sha256:092a55ae1f48adceada115d7e9a4447eeb03646cacce652475c98602ab54ee32

Observation 357bc0c0-d1a7-48e2-bb32-174d5228672e · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.435141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:59.131784Z digest=sha256:d816aae5f0e215bb70edf82848912238d3749ae94295d0709d14bf6a22f51469

Observation fb227d68-736d-433f-92e1-c7b3f5e961ab · outbound

This paper cites A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:59.203445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:59.203445Z digest=sha256:24f46a96b3caa1cb328decacb90e36dcc318247db3ce10a190174f3f85539365

Observation b62bf205-1d45-4324-88d6-cd9ac7e21163 · outbound

This paper cites A Survey on Model Compression for Large Language Models.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model A Survey on Model Compression for Large Language Models

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:59.265594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:59.265594Z digest=sha256:c2af4d3a29bf8fd5f75b63c07f981c2da511b822822405cf4d64cf2823ea7eb1

Observation 216ad3e4-258c-4973-bc9c-4b75d78f6339 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.495794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:58.746152Z digest=sha256:8aa5e5702fc3661395b05a161402ed88f01201a9921ae4eba087eb2f9c2e523f

Observation b01654c4-a6fd-4703-8900-6e33ff65a404 · outbound

This paper cites A Survey of Large Language Models.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model A Survey of Large Language Models

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:59.003167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:59.003167Z digest=sha256:1c65ad39af746ac9c409804728b426133692eead9c63417f3b3606d431fd6559

Observation 9374b6b6-6e77-4afb-8827-2251a07c5739 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:22:00.315746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:59.321335Z digest=sha256:e0b4df4199f4413e0f702b2b3982d6169a91929d85a9f6b691b97571606cd10d

Observation af16bc41-7e82-44c0-a7da-f31184108e75 · outbound

This paper cites In Proceedings of the 2015 ACM/SIGDA international symposium on field-programmable gate arrays.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model In Proceedings of the 2015 ACM/SIGDA international symposium on field-programmable gate arrays

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:00.586107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:58.533682Z digest=sha256:f7ba0a17fe96fa37a23f00304e59397601bcca715798b1ad45306fccdf33545b

Observation cf596f2b-811e-4013-b8ac-1641c3ce9a3b · outbound

This paper cites In Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microar- chitecture.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model In Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microar- chitecture

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:01.776201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:53.822218Z digest=sha256:6e09dbd1b1a8061a35cd0f0d208d319c3fb9ab9e4f174c9ae46bda450a8a0c53

Observation 1ae3b6a6-315c-4324-9a28-fb6eab25cb90 · outbound

This paper cites an unresolved cited work.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:52.744949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:52.744949Z digest=sha256:2b0d0e21d76ce33b9815f2c97f849849fa6a5cb608774670a4cc0254a398abae

Observation f0db5d1b-6a91-49f6-bfc6-3dc795a76493 · outbound

This paper cites Journal of Machine Learning Research 22, 241 (2021), 1–124.

DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model Journal of Machine Learning Research 22, 241 (2021), 1–124

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:22:01.704546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:21:54.612566Z digest=sha256:43ce870463fc8e59ad90dd9f04714bf76811699745aadec292874f5a841edc80

Pith citing papers

No inbound Pith citation observations are available.