Paper Citation Record · LEDGER

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages

As of 6 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2605.28213.

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

pith.paper-citation-record.v1
2605.28213 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:26:23.359699Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

29 of 29 outbound references displayed

verified exact22
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc5169ea-ebe9-4c22-ad4c-bf3ade24ea5a · outbound

This paper cites write newline.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T12:26:23.359699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0534fc59-d561-4628-bce3-68a72be2821d · outbound

This paper cites GPU Kernel Scientist: An LLM-Driven Framework for Iterative Kernel Optimization.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages GPU Kernel Scientist: An LLM-Driven Framework for Iterative Kernel Optimization

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.687974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7fa4db39-d853-4e15-9333-61b9aaad65f7 · outbound

This paper cites Kevin: Multi-Turn RL for Generating CUDA Kernels.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Kevin: Multi-Turn RL for Generating CUDA Kernels

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.684781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1e2e9f96-f388-4af0-92db-8f215dc0398b · outbound

This paper cites K-search: Llm kernel generation via co-evolving intrinsic world model.arXiv preprint arXiv:2602.19128.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages K-search: Llm kernel generation via co-evolving intrinsic world model.arXiv preprint arXiv:2602.19128

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:33:24.677616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3b664a7c-5e0e-4779-a5e0-6e42036582ff · outbound

This paper cites an unresolved cited work.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Unresolved cited work

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.691526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5ff82f76-ffc7-4ea5-b36a-3b169c6582a8 · outbound

This paper cites KEET: Explaining Performance of GPU Kernels Using LLM Agents.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages KEET: Explaining Performance of GPU Kernels Using LLM Agents

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.668804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a18ad774-7b54-4488-9d44-eab7eb1aace0 · outbound

This paper cites Ker- nelBlaster: Continual cross-task CUDA optimization via memory- augmented in-context reinforcement learning.CoRR, abs/2602.14293.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Ker- nelBlaster: Continual cross-task CUDA optimization via memory- augmented in-context reinforcement learning.CoRR, abs/2602.14293

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.681627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2f012d13-d1b1-44f1-910b-2c0bc3e09d34 · outbound

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

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.671556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 346ce226-e175-4c4d-8678-a64ed86f4a9b · outbound

This paper cites AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.675269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fcd26d1d-e564-4425-966d-4fffb442db89 · outbound

This paper cites an unresolved cited work.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T12:26:23.359699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0d0759-2aea-4534-8d7f-b7a20cfe3073 · outbound

This paper cites arXiv preprint arXiv:2603.29010v1 , year =.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages arXiv preprint arXiv:2603.29010v1 , year =

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.659783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 530d1fc2-72e1-444d-b7c2-3242c292b4ad · outbound

This paper cites Towards robust agentic cuda kernel benchmarking, verification, and optimization.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Towards robust agentic cuda kernel benchmarking, verification, and optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.656665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3ac5ceee-dd28-4c39-80c1-569d4f0b0e2d · outbound

This paper cites Tritonforge: Profiling-guided framework for automated triton kernel optimization.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Tritonforge: Profiling-guided framework for automated triton kernel optimization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.663017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6ece54cb-68a9-4714-b00e-bc1a88a6b3a7 · outbound

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

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.678455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 04b2be78-0bd8-465b-9145-84ec2476453b · outbound

This paper cites AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.691106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a9b9664a-4073-4f32-83eb-dee6f5722f54 · outbound

This paper cites CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-14T02:20:17.802860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 95370073-e738-45cc-a476-abdb76077e5e · outbound

This paper cites an unresolved cited work.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T12:26:23.359699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 904f25fe-9434-4627-bd1e-c96fcc48b8dd · outbound

This paper cites CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.649188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 66faed6d-8b9c-47e2-8ca4-c116a8e29210 · outbound

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

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages FastKernels: Benchmarking GPU Kernel Generation in Production

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.686109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4baf865d-f23f-492e-86d9-229346c65550 · outbound

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

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T12:33:24.637388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a8407aee-c509-4096-aff3-2195d5795856 · outbound

This paper cites an unresolved cited work.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Unresolved cited work

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.694223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61a84d1e-7216-4dbc-b423-db4ddb548192 · outbound

This paper cites CuTeGen: An LLM-Based Agentic Framework for Generation and Optimization of High-Performance GPU Kernels using CuTe.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages CuTeGen: An LLM-Based Agentic Framework for Generation and Optimization of High-Performance GPU Kernels using CuTe

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.643199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0e5b1b72-d7cd-4001-b0a9-3382a4c08473 · outbound

This paper cites Spector, Simran Arora, Aaryan Singhal, Arjun Parthasarathy, Daniel Y.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Spector, Simran Arora, Aaryan Singhal, Arjun Parthasarathy, Daniel Y

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T12:26:23.359699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ed9a7c-13eb-438f-9729-7edbdbc28cc5 · outbound

This paper cites Kernelskill: A multi-agent framework for gpu kernel optimization.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Kernelskill: A multi-agent framework for gpu kernel optimization

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.630915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58f906e3-60cd-4b12-860c-4e1d112b184c · outbound

This paper cites Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.633624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 77a57f1b-a0db-4656-8504-3bc79640fa34 · outbound

This paper cites an unresolved cited work.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T12:26:23.359699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f94e205e-3dbc-4d10-af26-f0d6f4403823 · outbound

This paper cites KernelFoundry: Hardware-aware evolutionary GPU kernel optimization, March 2026.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages KernelFoundry: Hardware-aware evolutionary GPU kernel optimization, March 2026

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.653055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b19f521f-0eab-4796-be6a-c9974c8028ab · outbound

This paper cites AccelOpt: A Self-Improving LLM Agentic System for AI Accelerator Kernel Optimization.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages AccelOpt: A Self-Improving LLM Agentic System for AI Accelerator Kernel Optimization

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:33:24.627789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 065d7af6-3f13-439a-ac8e-dcf2a5e935c7 · outbound

This paper cites an unresolved cited work.

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-06-29T12:33:24.130978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.