Paper Citation Record · LEDGER

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs

As of 19 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2605.15695.

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

pith.paper-citation-record.v1
2605.15695 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T19:35:51.992891Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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 exact1
verified fuzzy15
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18629f3b-2356-4024-98c3-87a5a6dacd8e · outbound

This paper cites In: (IPDPS).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs In: (IPDPS)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.202599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6365a8c-6b1f-49a5-a7e0-ffeee1ba289d · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.200749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0922b852-42d4-4c70-ae29-896262b8c98b · outbound

This paper cites Waschington University in St.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Waschington University in St

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.197121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1c15043-c695-4a44-824d-46aea478a0d3 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.195247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ea7348e-e338-4eca-8df6-92747b1c4f28 · outbound

This paper cites In: (IPDPS).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs In: (IPDPS)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.193479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a4e4194f-6b71-47d5-a353-9a1de39369df · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.182856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36a880fc-a988-4979-8efe-b372e950a81e · outbound

This paper cites Physics Reports486(3–5), 75–174 (Feb 2010).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Physics Reports486(3–5), 75–174 (Feb 2010)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.146108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e91705f-1a29-4a02-aec3-3c163116c89f · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.144264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e0605598-d3e6-4ff5-ba0a-312b3a47f15b · outbound

This paper cites AAAI’19/IAAI’19/EAAI’19 (2019).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs AAAI’19/IAAI’19/EAAI’19 (2019)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.142549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c896a2e-e96c-461f-a63a-c5360e940722 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.140881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65bf3b79-e278-482e-8242-8972afd4bb26 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.135139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 87064c4f-ec99-4565-bf2d-5981a46b37a3 · outbound

This paper cites Advances in neural information processing systems33, 22118–22133 (2020).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Advances in neural information processing systems33, 22118–22133 (2020)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.139131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6cba68b4-ddca-4cc8-a576-470ff24de846 · outbound

This paper cites In: SC20.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs In: SC20

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.136936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35d9ab1a-da55-4198-831b-d061134e559b · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.115616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c9e21bd-bfa1-470c-8f87-317a27588637 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.117352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11e82f3f-18ee-4581-9f2c-fe746fe60c00 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.133384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f4a8bc1-06a7-4a36-b2f9-15e84e22d686 · outbound

This paper cites Nature Biomedical Engineering6(12), 1353–1369 (2022).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Nature Biomedical Engineering6(12), 1353–1369 (2022)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.129946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b87b04a7-8730-4e7f-bb3e-725e843ded2c · outbound

This paper cites SC ’22 (2022).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs SC ’22 (2022)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.198961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6044c024-e904-41f7-9170-7a1b060deef6 · outbound

This paper cites PPoPP ’16 (2016).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs PPoPP ’16 (2016)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.131619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a66e2ce2-c1a4-436c-ac5f-b754efd357a3 · outbound

This paper cites In: GPU Technology Conference (2010).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs In: GPU Technology Conference (2010)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.128171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6a232030-a14c-4fda-be9a-daed53336143 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.187429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1aedf4ea-4116-4895-b70f-1f25f5c646c8 · outbound

This paper cites ACM Comput.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs ACM Comput

Reference 22

Resolution: verified exact; doi, observed 2026-05-19T19:37:43.657127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 113b8dce-01ff-47eb-b209-e1050a503998 · outbound

This paper cites In: SC ’08.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs In: SC ’08

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.125942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 033c03ac-1d7c-4773-9bf7-6f046b5beb3b · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.124122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e075840f-53cd-4d70-a15c-8bf8a46e99a1 · outbound

This paper cites In: (OSDI 21).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs In: (OSDI 21)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.152587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ed979a89-1a01-435c-bf01-e38ccb9735ee · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.122386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 803d1a19-18ac-4239-85dc-370d1bceaa62 · outbound

This paper cites ACM Comput.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs ACM Comput

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.185554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c139bd58-344c-4240-af5e-218b7f1200cc · outbound

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

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T19:37:43.766024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02910f9e-5e8c-4013-9158-a783f209bf35 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.120698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9b69ef1-5fa3-41b3-8b1b-4d41fabd2901 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.191706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b082e5c-8e3b-48d6-a503-b2060d2c44b0 · outbound

This paper cites an unresolved cited work.

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-19T19:37:44.189988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 704a10d7-ba66-4005-b22c-7f35628c2749 · outbound

This paper cites ICS ’22, New York, NY, USA (2022).

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs ICS ’22, New York, NY, USA (2022)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T19:37:44.119045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.