Paper Citation Record · LEDGER

SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2508.20258.

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

pith.paper-citation-record.v1
2508.20258 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:17:05.015451Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T22:29:00.455930Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 88e47590-849a-4654-858c-22b63208049d · inbound

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning cites this paper.

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T19:04:28.510867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bcbc9cb-2ef2-4442-ad32-d721ebd61e73 · inbound

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

Towards Automated Kernel Generation in the Era of LLMs SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T08:49:50.385438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fcc89c-f9cc-45dc-8373-fdd0747458cf · inbound

LEO: Tracing GPU Stall Root Causes via Cross-Vendor Backward Slicing cites this paper.

LEO: Tracing GPU Stall Root Causes via Cross-Vendor Backward Slicing SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-10T01:04:50.649360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59802901-4e8e-49ce-8369-9e723d36cdee · inbound

LEO: Tracing GPU Stall Root Causes via Cross-Vendor Backward Slicing cites this paper.

LEO: Tracing GPU Stall Root Causes via Cross-Vendor Backward Slicing SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T15:49:36.610007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0670648b-7238-4aa5-936d-26be8e3c7ff1 · inbound

Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts cites this paper.

Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:35:07.141292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 460e180a-3037-4469-8328-8c697cb0b7bf · inbound

Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts cites this paper.

Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T05:17:05.015451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a565637-34fa-4324-8f73-ba9102e76de5 · inbound

SpecGen: Accelerating Agentic Kernel Optimization with Speculative Generation cites this paper.

SpecGen: Accelerating Agentic Kernel Optimization with Speculative Generation SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T22:29:00.457665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 030a03f7-669e-4e8b-b5a6-e982ee3547f3 · inbound

JAXBench: Benchmarking Autonomous TPU Kernel Optimization cites this paper.

JAXBench: Benchmarking Autonomous TPU Kernel Optimization SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T13:46:47.513187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.