Paper Citation Record · LEDGER

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch?

As of 22 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.16241.

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

pith.paper-citation-record.v1
2607.16241 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:00:38.648918Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b5929a0-67f4-45d4-9865-77537466d7b4 · outbound

This paper cites KernelBench: Can LLMs Write Efficient GPU Kernels?.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:35.848674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2389ae0c-a547-4334-a934-d5e8ee980b53 · outbound

This paper cites Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:35.955401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e965bbf-245c-4a5d-ad76-9ba395090608 · outbound

This paper cites Dongarra , title =.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Dongarra , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.009148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658e982f-a74d-4a34-889a-805bc6ce8bf3 · outbound

This paper cites Sawyer and Stanimire Tomov and Piotr Luszczek and Ichitaro Yamazaki and Jack J.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Sawyer and Stanimire Tomov and Piotr Luszczek and Ichitaro Yamazaki and Jack J

Reference 4

Resolution: verified exact; doi, observed 2026-08-02T10:03:22.255875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c8abcb2a-cf7f-41e4-8135-13c9a2b32ce5 · outbound

This paper cites arXiv preprint arXiv:2603.12440 , year=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? arXiv preprint arXiv:2603.12440 , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.166849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcaf3567-14a4-44ff-9937-85fb7324c0c0 · outbound

This paper cites an unresolved cited work.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.316714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04ecd16-dfae-4a37-b697-7c384b2ba293 · outbound

This paper cites Kernel: Reinforcement Learning Done Right for Triton Kernel Generations , author=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Kernel: Reinforcement Learning Done Right for Triton Kernel Generations , author=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.429080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0813c54-8209-4e38-b28b-5666b7371498 · outbound

This paper cites arXiv preprint arXiv:2602.19128 , year=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? arXiv preprint arXiv:2602.19128 , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.495434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32e9108b-be20-42ea-bbaf-970f066a3e5c · outbound

This paper cites CoRR , volume =.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? CoRR , volume =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.567757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 932fe517-199f-493d-bbd2-38708e577e08 · outbound

This paper cites Communications of the ACM , volume=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Communications of the ACM , volume=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.693782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0a5d66-8744-4070-962a-1e5bdfd9677b · outbound

This paper cites MLSys , year=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? MLSys , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.788466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64d9ebf9-ab92-4d94-a343-b35a5b1e91d6 · outbound

This paper cites ASPLOS , year=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? ASPLOS , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:36.874582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f3a6a4e-a929-4607-b6b3-99af8ca47bc0 · outbound

This paper cites NeurIPS , year=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? NeurIPS , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.042304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0c5886-0425-4af7-89a5-9bd2d3bafbee · outbound

This paper cites 2020 , institution=.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? 2020 , institution=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.159943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6f2a6b-ca08-4a0f-8800-4b338f6c425c · outbound

This paper cites arXiv preprint arXiv:2509.14279 , year =.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? arXiv preprint arXiv:2509.14279 , year =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.282192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae862844-0eab-4c75-a9e4-69159eaca7da · outbound

This paper cites Towards Automated Kernel Generation in the Era of LLMs.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Towards Automated Kernel Generation in the Era of LLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.426421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac8168be-b045-44c9-9eae-54eabda1081d · outbound

This paper cites MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.590748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98cc9c43-ca0b-4868-86d0-71045b3270a1 · outbound

This paper cites arXiv preprint arXiv:2602.19594 , year =.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? arXiv preprint arXiv:2602.19594 , year =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.759436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3543f80a-8dc6-4b0f-959c-4613a5bdcc2c · outbound

This paper cites KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:37.924340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61c29de-4747-483b-b73f-1d6aaac10f0c · outbound

This paper cites This Kernel Was Faster Yesterday.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? This Kernel Was Faster Yesterday

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:38.090521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68dcdc5e-5388-4c59-a64d-034f5c1a4ac7 · outbound

This paper cites 2026 , url =.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? 2026 , url =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:38.220431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5463eacf-f1ee-4e48-844c-443456e78bca · outbound

This paper cites 2025 , month =.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? 2025 , month =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:38.377105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a551eb-e313-4711-af42-c3bfa51887cc · outbound

This paper cites an unresolved cited work.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:38.539305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df467229-2c23-4b23-8ba3-c1307cd628b6 · outbound

This paper cites Establishing Best Practices for Building Rigorous Agentic Benchmarks.

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? Establishing Best Practices for Building Rigorous Agentic Benchmarks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T10:00:38.648918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.