Paper Citation Record · LEDGER

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

As of 10 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 11 inbound Pith citation observations for arXiv:2507.17773.

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

pith.paper-citation-record.v1
2507.17773 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:51:54.009680Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:20.403767Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-25T05:20:24.321590Z

Reference resolution

47 of 47 outbound references displayed

verified exact1
verified fuzzy14
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e154539-f3aa-4329-86b4-b6fd64229921 · outbound

This paper cites Introduction to AscendC.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Introduction to AscendC

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.714382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cd824c3f-f337-4775-a4ef-3cd6f9248b69 · outbound

This paper cites Introduction to AscendC.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Introduction to AscendC

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.705760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84294595-2bc3-4451-baa7-6783f3e51551 · outbound

This paper cites Leaderboard Comparing LLM Performance at Producing Hallucinations.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Leaderboard Comparing LLM Performance at Producing Hallucinations

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.696696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e59f80d-cae2-42b3-bb2f-3899a6bd9f7a · outbound

This paper cites LLM Rankings.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation LLM Rankings

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.687674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1a4e2083-68a9-4ff5-9c5d-78da19a65527 · outbound

This paper cites Pallas: a JAX kernel language.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Pallas: a JAX kernel language

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.678871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 40051ecd-1d97-49d2-ba47-0c147afe8a13 · outbound

This paper cites Python Built-in Function exec.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Python Built-in Function exec

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.669987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c1902d0-e46e-4b62-bd11-51127a70a17d · outbound

This paper cites PyTorch ATen CUDA Codebase.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation PyTorch ATen CUDA Codebase

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.660956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98af0556-ea7f-4c9a-b80d-f1812749f322 · outbound

This paper cites Pytorch Cpp Extension.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Pytorch Cpp Extension

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.650706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 746030e1-856c-4863-8083-a7ec880b490d · outbound

This paper cites Tensor Cores.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Tensor Cores

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.641406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e97ce7e1-0713-4638-92f9-2cdbcde40e48 · outbound

This paper cites torch npu APIs.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation torch npu APIs

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.631734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2a28dfc-aa20-4522-b1e4-93a82b597d03 · outbound

This paper cites torch.cuda.Event.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation torch.cuda.Event

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.622405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 991eea3b-3ded-46c8-b2a5-f1c592cf7aad · outbound

This paper cites TPU architecture.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation TPU architecture

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.612878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cda456f3-ac05-4499-b4f2-3419e61a5bcf · outbound

This paper cites GPT-4 Technical Report.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation GPT-4 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.174058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 230d6969-6410-42a7-b939-99b4422513a6 · outbound

This paper cites Program Synthesis with Large Language Models.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Program Synthesis with Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.263818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b267e9-6080-4745-9e52-425ce6f5b20d · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.369697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 976e9c93-48bf-4e77-9d22-312e24a779d9 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.485890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d8a238-b267-45db-9626-da3382703fb5 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Evaluating Large Language Models Trained on Code

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.664539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b3ff47-946f-4bd1-8089-e6c3b8241374 · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.786605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8437604a-b9d2-4271-bc0e-bdb03d8752e4 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.886156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 448d18d5-3d08-4030-91e1-333d6c7b513f · outbound

This paper cites The Llama 3 Herd of Models.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation The Llama 3 Herd of Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.964471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2bd48e1-2e1c-419e-863f-5b1e9b7f1cc4 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.591677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b7979498-1c74-47ab-9a2f-b83d2ace5cc5 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.147977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03786caa-5edd-40db-a495-153f46e13cca · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.301159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f959cf2-a7f4-4dc1-8ca9-c7d38d423b83 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.451059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb726e3d-3b2e-4273-b0ab-2637d9c7f249 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.563859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53ebd2db-8e5b-41cc-92f0-594cbd19b93f · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.671492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8be50b0-a648-4ee8-99d3-6e08b6a64388 · outbound

This paper cites DeepSeek-V3 Technical Report.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation DeepSeek-V3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.786312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773527c2-bb34-4f41-9ce2-fb609de803e3 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.570220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6885af1d-7392-4b15-9141-7cb8823f3fa6 · outbound

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

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.965416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e43a43c-4c1a-49b8-8cd8-459dfefb25ae · outbound

This paper cites Code Llama: Open Foundation Models for Code.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Code Llama: Open Foundation Models for Code

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.968777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3357b336-1220-42c5-8850-35bf177d92c2 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.560919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c298e704-5a3c-4cf1-bbc8-011bdc4c7c28 · outbound

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

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation LLaMA: Open and Efficient Foundation Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:53.190397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77527305-8913-4f17-9c40-145532cdc94a · outbound

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

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:53.372588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88ecaaad-3252-4bb1-a26d-2d005e27872f · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:53.487077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5c611f4-51be-4ffe-8254-42b433ffbb41 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.550309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b7e1f4f8-7ba3-411a-8249-f2df9fb73e62 · outbound

This paper cites Mirage: A Multi-Level Superoptimizer for Tensor Programs.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Mirage: A Multi-Level Superoptimizer for Tensor Programs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:53.671426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4547e8fc-43b1-4c31-9af7-32e88dc3c395 · outbound

This paper cites Qwen3 Technical Report.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Qwen3 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:53.788298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6263551-946c-4de4-999e-94cde9358f5c · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.538883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5bfbeff7-ba28-47c8-a2f1-6982fbe0b9a7 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.528141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f114309b-e160-4f50-8f76-747bbfff64f6 · outbound

This paper cites Xu, Zhengbao Jiang, and Graham Neubig.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Xu, Zhengbao Jiang, and Graham Neubig

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.517774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 443df394-72d1-4b85-9835-69a851f5a6e2 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:54.003400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d8b67f2-cf07-41bc-b4e5-d30ad76c6be3 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-08-06T15:51:54.040765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bce89bd3-e8d6-4a03-b980-ccc9f9a187f9 · outbound

This paper cites an unresolved cited work.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:51:54.495350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 320b776e-caf1-4272-b778-95e3f2e34f08 · outbound

This paper cites In Findings of the Association for Computational Linguistics: EMNLP 2022 , Yoav Goldberg, Zornitsa Kozareva, and Yue Zhang (Eds.).

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation In Findings of the Association for Computational Linguistics: EMNLP 2022 , Yoav Goldberg, Zornitsa Kozareva, and Yue Zhang (Eds.)

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:53.881763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aba4206-5e50-4c68-9470-8fb6a307b0be · outbound

This paper cites In The Eleventh International Conference on Learning Representations.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation In The Eleventh International Conference on Learning Representations

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:51:54.507022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac786203-e008-47df-8955-6f18b262ec3f · outbound

This paper cites In Proceedings of the 39th IEEE/ACM Interna- tional Conference on Automated Software Engineering (Sacramento, CA, USA) (ASE ’24).

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation In Proceedings of the 39th IEEE/ACM Interna- tional Conference on Automated Software Engineering (Sacramento, CA, USA) (ASE ’24)

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:51.585983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ef1eb7-78b5-4e0b-a853-591f7f3e198a · outbound

This paper cites TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators.

MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:52.385698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f84cb9ff-3ec1-4038-93da-431015150c07 · inbound

AscendOptimizer: Episodic Agent for Ascend NPU Operator Optimization cites this paper.

AscendOptimizer: Episodic Agent for Ascend NPU Operator Optimization MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-21T10:20:00.013601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1e11799a-f8c1-4a87-99ed-dcb1dbddfed8 · inbound

Kernel Contracts: A Specification Language for ML Kernel Correctness Across Heterogeneous Silicon cites this paper.

Kernel Contracts: A Specification Language for ML Kernel Correctness Across Heterogeneous Silicon MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:34:06.964227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9b7e40c-7b3d-4691-ac8d-b0564bf3bcc4 · inbound

AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents cites this paper.

AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:32:47.949823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0947fc67-0775-4190-8c7e-0cef812ed191 · inbound

FastKernels: Benchmarking GPU Kernel Generation in Production cites this paper.

FastKernels: Benchmarking GPU Kernel Generation in Production MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:20:24.325117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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

KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch? cites this paper.

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 9e7ce532-b0eb-479f-902f-e2b50805219d · inbound

MKEvolve: A Modular Multi-Agent Framework for Kernel Code Generation cites this paper.

MKEvolve: A Modular Multi-Agent Framework for Kernel Code Generation MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-02T10:39:34.961099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ca3149-bb50-4094-842e-ec2510f9ddca · inbound

CANN Bench: Benchmarking Agent Generated Kernels against Real NPU and Algorithmic Limits cites this paper.

CANN Bench: Benchmarking Agent Generated Kernels against Real NPU and Algorithmic Limits MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:11:51.252542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615cef72-2a8b-4f47-a8ed-8e21d0c7a9bc · inbound

Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization cites this paper.

Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T03:42:32.136504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee1d5d5f-ffef-448f-ba1b-f08fa11edc70 · inbound

Kernel Forge: An Agent Harness for LLM-based Generation and Optimization of CUDA Kernels cites this paper.

Kernel Forge: An Agent Harness for LLM-based Generation and Optimization of CUDA Kernels MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T12:30:27.620409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fcf570-42cf-4164-bea6-e670c6853626 · inbound

KernelGenBench: A Multi-Source and Multi-Chip Benchmark for LLM-based Kernel Generation cites this paper.

KernelGenBench: A Multi-Source and Multi-Chip Benchmark for LLM-based Kernel Generation MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T10:53:45.302917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224b4e0a-ba4a-437c-b189-e3a9b06abecc · inbound

Don't Regenerate, Debug: A Domain-Specific Agent for Repairing Near-Miss Hardware Operators cites this paper.

Don't Regenerate, Debug: A Domain-Specific Agent for Repairing Near-Miss Hardware Operators MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:20.403767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.