Paper Citation Record · LEDGER

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference

As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.01536.

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

pith.paper-citation-record.v1
2608.01536 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:09:29.472155Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

39 of 39 outbound references displayed

verified exact2
verified fuzzy2
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90ba9164-23c6-4e8e-aa8b-16e6c04ae8a9 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference gpt-oss-120b & gpt-oss-20b Model Card

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:25.460411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1a3059-cf80-4e3b-a5dd-df936e485b4f · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:34.760777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b9af056-542b-4898-8531-8d25c89600bd · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:34.606557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09b0186b-9fc7-44c1-aead-cb42939868b5 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:34.461160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 518db606-ea8a-4666-8701-56654afd26c4 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:34.295839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d65fed49-ec24-48af-84c5-39d63de3fb21 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:34.165013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e25114ec-a5b2-4a74-ad0f-85b41d3a8b20 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:34.039474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ccfd753a-087b-424f-a08b-896e51baa068 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:33.883572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c52859f4-982f-485a-bb3b-f369db80bb69 · outbound

This paper cites Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:26.458557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f59e3ce-de8e-4108-b978-484db1da7ba5 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:33.722674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 06f33b93-039a-4106-9332-64b8cd866179 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:33.581372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fdedfe60-b2dd-4111-90df-59fe0da63113 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:33.428784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b4f060c8-5bf0-4d6a-b40b-794450d253fa · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:33.281959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 63e97ef6-1f2f-4019-ae54-73e2ebc2ea63 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:33.142263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 991a5dba-6ec8-4ac7-bb73-f7138907e9db · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:32.971883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 998bed04-e576-46d0-b9bf-15059eb36691 · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:27.255209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe30705-e9bb-422d-b783-48e16e03a83e · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:32.815385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cc621830-3a20-4bb0-a2fb-9da4d1339508 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:32.657437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1f8abdde-f27d-41dd-a902-9cb095c5daa6 · outbound

This paper cites 2025.CUDA Pro Tip: Increase Per- formance with Vectorized Memory Access.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference 2025.CUDA Pro Tip: Increase Per- formance with Vectorized Memory Access

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:09:32.498383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bcaf8b32-8100-45c5-bc31-4c8ac214b4a4 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:27.631155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abaf76ac-d623-4d99-b48a-121c41e5317b · outbound

This paper cites ShortGPT: Layers in Large Language Models are More Redundant Than You Expect.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:27.751477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce07656-58c6-4f4a-94b4-7599c754c919 · outbound

This paper cites Pointer Sentinel Mixture Models.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Pointer Sentinel Mixture Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:27.834304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb3d8de3-1a87-47c5-8dc7-8a9734ffbb67 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:32.307534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7b57217b-de99-48c6-95ef-dd8d91f693eb · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:32.153451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cb4a149c-bff4-4ad0-a8b2-6282ce3c7e40 · outbound

This paper cites 2SSP: A Two-Stage Framework for Structured Pruning of LLMs.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference 2SSP: A Two-Stage Framework for Structured Pruning of LLMs

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:09:29.908872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 85c156e0-f35f-4210-afeb-5bb1e6942a17 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:32.010398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09a9ac09-0d70-45ad-b359-09e4075cff59 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:31.775108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b2922f6-7837-4f7c-a652-b5696f317df0 · outbound

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

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference A Simple and Effective Pruning Approach for Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:28.408073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22a12d2b-b491-4ef7-b66e-b0fe35ab357d · outbound

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

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference LLaMA: Open and Efficient Foundation Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:28.494137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a455e09-76e5-4004-bc0d-48311b2ed5a9 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:31.484732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b184a85-9f3c-4509-a578-95e4ef8985b9 · outbound

This paper cites Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:28.755271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ea8b7f-a3e3-4bd3-8c41-673785a545bb · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:31.230643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4964a459-efbc-4f63-bd09-d2701ab4a430 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:30.941108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e36c7279-bba0-4acd-9992-3dc374a73064 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-06T00:09:29.728433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0d67357a-368f-4125-8633-4370b11fa352 · outbound

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

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference OPT: Open Pre-trained Transformer Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:29.156883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec737639-aee7-439a-956b-5bd8d9519247 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:30.629179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3d213abd-06ad-48ac-9938-5a333520d90d · outbound

This paper cites 2022.{SparTA}:{Deep-Learning} Model Sparsity via{Tensor-with-Sparsity-Attribute}.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference 2022.{SparTA}:{Deep-Learning} Model Sparsity via{Tensor-with-Sparsity-Attribute}

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:09:30.382427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eae9f883-b582-45c3-a052-d1e00201dc5e · outbound

This paper cites BlockPruner: Fine-grained Pruning for Large Language Models.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference BlockPruner: Fine-grained Pruning for Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T00:09:29.407949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c91bb2c-fc32-4948-848c-964556848b74 · outbound

This paper cites an unresolved cited work.

Celty: SpMspV GPU Kernel and SIMT Co-Design for Efficient Dual-Sparse LLM Inference Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:09:30.230893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.