Paper Citation Record · LEDGER

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2504.18430.

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

pith.paper-citation-record.v1
2504.18430 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:20:15.314334Z

measured 53 of 53 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:22:15.243154Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:39:02.939160Z

Reference resolution

50 of 50 outbound references displayed

verified exact0
verified fuzzy42
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15838e3d-a00f-4a70-a62f-9d5d0ab270fa · outbound

This paper cites Xilinx first 7nm device: Versal AI Core (VC1902).

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Xilinx first 7nm device: Versal AI Core (VC1902)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:16.071042Z

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 b1a8d010-6828-473b-b622-289955ffe767 · outbound

This paper cites https://www.amd.com/en/products/adaptive-socs-and-fpgas/ technologies/ai-engine.html.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://www.amd.com/en/products/adaptive-socs-and-fpgas/ technologies/ai-engine.html

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:16.056343Z

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 e0c21b3b-60bf-4955-bd7d-11f5f0e7d807 · outbound

This paper cites https://docs.amd.com/r/en-US/ am020-versal-aie-ml/AIE-ML-Trace-and-Profiling.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://docs.amd.com/r/en-US/ am020-versal-aie-ml/AIE-ML-Trace-and-Profiling

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:16.042406Z

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 9988a293-6b01-4434-b16a-73f035ad6728 · outbound

This paper cites Evalua- tion of Halstead and cyclomatic complexity metrics in measuring defect density.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Evalua- tion of Halstead and cyclomatic complexity metrics in measuring defect density

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:16.028088Z

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 959cd046-f4c9-426a-beda-1400fefff837 · outbound

This paper cites https://www.amd.com/en/developer/ resources/ryzen-ai-software.html.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://www.amd.com/en/developer/ resources/ryzen-ai-software.html

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:16.013865Z

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 2d09801e-67ab-4cd8-b2a2-d4046229022d · outbound

This paper cites https://www.amd.com/en/newsroom/press-releases/ 2024-6-2-amd-unveils-next-gen-zen-5-ryzen-processors-to-p.html, June 2024.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://www.amd.com/en/newsroom/press-releases/ 2024-6-2-amd-unveils-next-gen-zen-5-ryzen-processors-to-p.html, June 2024

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.998589Z

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 382ca444-19d0-43d2-88f6-84d207e07467 · outbound

This paper cites an unresolved cited work.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:20:15.983554Z

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 44e4b217-86ea-4133-9019-699a0473c09f · outbound

This paper cites Landscape of high-performance Python to develop data science and machine learning applications.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Landscape of high-performance Python to develop data science and machine learning applications

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.969570Z

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 bd05cfd6-e9c3-4826-8059-e59ec1278bef · outbound

This paper cites Exploiting the expressiveness of cyclo-static dataflow to model multimedia implementations.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Exploiting the expressiveness of cyclo-static dataflow to model multimedia implementations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.954279Z

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 b75e8914-f85d-4856-a749-399300514258 · outbound

This paper cites Parallel computing experiences with CUDA.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Parallel computing experiences with CUDA

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.939017Z

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 3fc0e50d-05cc-4ba7-9444-56dc2c647abb · outbound

This paper cites EX- PRESS: A framework for execution time prediction of concurrent CNNs on Xilinx DPU accelerator.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface EX- PRESS: A framework for execution time prediction of concurrent CNNs on Xilinx DPU accelerator

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.923464Z

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 13964d3c-128a-4f7a-bd35-093201e04532 · outbound

This paper cites Applying Halstead software science on different pro- gramming languages for analyzing software complexity.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Applying Halstead software science on different pro- gramming languages for analyzing software complexity

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.908408Z

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 a4de424d-b9b4-46d6-a9ea-c9b31d4f66e0 · outbound

This paper cites https://radon.readthedocs.io/en/latest/intro.html# halstead-metrics.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://radon.readthedocs.io/en/latest/intro.html# halstead-metrics

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.893753Z

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 8e31a37a-ef26-4d02-a74e-9517de779785 · outbound

This paper cites Software complexity analysis using Halstead metrics.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Software complexity analysis using Halstead metrics

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.876639Z

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 cd7618a7-3a7a-4064-9327-454e4c0dfbc2 · outbound

This paper cites Harris, K.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Harris, K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.861031Z

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 0529c48d-25cc-450a-957e-c20b6fc599e6 · outbound

This paper cites Deep residual learning for image recognition.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Deep residual learning for image recognition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T10:20:15.163844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a7c46c-a962-4d68-baa3-f8f8fa240cf8 · outbound

This paper cites PyCUDA and PyOpenCL: A scripting- based approach to GPU run-time code generation.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface PyCUDA and PyOpenCL: A scripting- based approach to GPU run-time code generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.835876Z

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 335ebfd5-550f-4459-b5c0-fd76f8f9f75f · outbound

This paper cites HeteroCL: A multi-paradigm pro- gramming infrastructure for software-defined reconfigurable computing.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface HeteroCL: A multi-paradigm pro- gramming infrastructure for software-defined reconfigurable computing

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.820966Z

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 b7ad6563-bde6-4bed-9c90-aa0346bbf1a9 · outbound

This paper cites Numba: a LLVM- based Python JIT compiler.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Numba: a LLVM- based Python JIT compiler

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.806258Z

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 a674edb1-8876-4baf-9df0-954fe867e3a4 · outbound

This paper cites Black: The uncompromising Python code formatter.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Black: The uncompromising Python code formatter

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.790999Z

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 0c29c227-0edf-42a1-951e-178925227196 · outbound

This paper cites MLIR: Scaling compiler infrastructure for domain specific computation.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface MLIR: Scaling compiler infrastructure for domain specific computation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:20:15.185421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2291f11-8e76-4172-8627-681b56e46945 · outbound

This paper cites an unresolved cited work.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:20:15.766204Z

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 c47752f3-626e-4eb6-a1c8-8e5c259768cd · outbound

This paper cites An End-to-End Programming Model for AI Engine Architectures.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface An End-to-End Programming Model for AI Engine Architectures

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.751531Z

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 ec1b57f4-c6c2-4560-b96c-93af7e18b84a · outbound

This paper cites nelli: a lightweight frontend for MLIR, 2023.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface nelli: a lightweight frontend for MLIR, 2023

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.737147Z

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 ac8fc349-50d0-4006-b23e-4a0101c72a62 · outbound

This paper cites An end-to-end programming model for AI Engine architectures.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface An end-to-end programming model for AI Engine architectures

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.722631Z

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 a1e832db-e673-4d01-b65a-a3a1895a4157 · outbound

This paper cites mlir-python-extras.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface mlir-python-extras

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.707814Z

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 61800cba-6341-47d9-8972-23dd8630de9c · outbound

This paper cites A survey of coarse-grained reconfig- urable architecture and design: Taxonomy, challenges, and applications.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface A survey of coarse-grained reconfig- urable architecture and design: Taxonomy, challenges, and applications

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.693177Z

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 49340ef0-4abf-43e7-8d15-1bff135629a8 · outbound

This paper cites Levering MLIR to design for AI Engines on Ryzen™ AI.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Levering MLIR to design for AI Engines on Ryzen™ AI

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.678431Z

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 b78697ac-908a-4c68-bac1-508085b7d332 · outbound

This paper cites Leveraging the IRON AI Engine API to program the Ryzen™ AI NPU.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Leveraging the IRON AI Engine API to program the Ryzen™ AI NPU

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.648022Z

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 8fc1a21d-240f-4c74-a663-4bd0b0473d7f · outbound

This paper cites Canal: A flexible interconnect generator for coarse-grained reconfigurable arrays.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Canal: A flexible interconnect generator for coarse-grained reconfigurable arrays

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.633356Z

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 1a66a439-87d9-42ec-88ae-b016f9ccb721 · outbound

This paper cites https://github.com/Xilinx/ mlir-aie.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://github.com/Xilinx/ mlir-aie

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.618773Z

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 19f03e68-7c5f-413f-8e61-7760cb87e777 · outbound

This paper cites https://mlir.llvm.org/docs/Bindings/Python/.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://mlir.llvm.org/docs/Bindings/Python/

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.604186Z

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 5eddb933-56dd-4d80-badd-0b30121633ba · outbound

This paper cites The OpenCL specification.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface The OpenCL specification

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.589456Z

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 9be41058-7c91-4ccc-be16-2ed04af61ee0 · outbound

This paper cites https://www.intel.com/ content/www/us/en/developer/tools/openvino-toolkit/overview.html.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://www.intel.com/ content/www/us/en/developer/tools/openvino-toolkit/overview.html

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.574644Z

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 702ebae9-f819-4d2a-b1f4-3893bd8689e7 · outbound

This paper cites Chong, and Matthew Farrens.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Chong, and Matthew Farrens

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.560191Z

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 b97e6dd1-03b1-49d3-913a-944090bed6e9 · outbound

This paper cites https://github.com/Xilinx/llvm-aie.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://github.com/Xilinx/llvm-aie

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.546160Z

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 7457c3cb-170f-433a-b55e-c4e23a4c93c2 · outbound

This paper cites https://github.com/roskakori/pygount.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://github.com/roskakori/pygount

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.531839Z

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 4aa1017a-f6a1-42e4-9961-fccb30be4acc · outbound

This paper cites https://www.qualcomm.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://www.qualcomm

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.515873Z

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 0e7056f9-79f6-4341-b5ff-4d6a918061d3 · outbound

This paper cites https://github.com/rubik/radon.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://github.com/rubik/radon

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.501425Z

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 58c70f4b-a8f4-473f-98fd-41f78e498624 · outbound

This paper cites The future of fast code: Giving hardware what it wants.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface The future of fast code: Giving hardware what it wants

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.485955Z

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 b33070f9-dfc7-4640-bb0c-b6d8bda88832 · outbound

This paper cites AMD XDNA™ NPU in Ryzen™ AI processors.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface AMD XDNA™ NPU in Ryzen™ AI processors

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.456467Z

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 a5b144ce-119d-47d5-aecb-cd86673e4056 · outbound

This paper cites an unresolved cited work.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:20:15.471537Z

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 58c63c7f-f808-4163-aa7d-a87edd07b373 · outbound

This paper cites Boosting per- formance optimization with interactive data movement visualization.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Boosting per- formance optimization with interactive data movement visualization

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.424270Z

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 3ec7f8bd-e3da-49a8-b8e8-a30192434aaa · outbound

This paper cites https://mlir.llvm.org/docs/Dialects/SCFDialect/.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://mlir.llvm.org/docs/Dialects/SCFDialect/

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.440179Z

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 017a4028-9805-4d07-8a40-be2833b39cc9 · outbound

This paper cites https://github.com/llvm/torch-mlir.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://github.com/llvm/torch-mlir

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.393629Z

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 9206864e-c768-476f-a344-ab3a6f5d5d2d · outbound

This paper cites an unresolved cited work.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:20:15.409391Z

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 afadd82e-f642-4afe-a34a-6e41ecd02750 · outbound

This paper cites https://xilinx.github.io/XRT/2024.2/ html/index.html.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface https://xilinx.github.io/XRT/2024.2/ html/index.html

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.352465Z

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 d408de45-2900-4e0a-9d77-001179847184 · outbound

This paper cites Bandwidth-aware loop tiling for DMA-supported scratchpad memory.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Bandwidth-aware loop tiling for DMA-supported scratchpad memory

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:20:15.378661Z

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 1a282e86-ebba-49ee-9198-183c9200a603 · outbound

This paper cites an unresolved cited work.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T10:20:15.309471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a33f840-8474-4ad6-b8a1-7c2952870d24 · outbound

This paper cites an unresolved cited work.

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:20:15.663420Z

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

Observation 5f7df773-5cbe-4be7-8c77-1d4e1ee40995 · inbound

TileFuse: A Fused Mixed-Precision Kernel Library for Efficient Quantized LLM Inference on AMD NPUs cites this paper.

TileFuse: A Fused Mixed-Precision Kernel Library for Efficient Quantized LLM Inference on AMD NPUs Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:57:44.956059Z

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 f04a692f-848a-498f-826f-ac666408d21f · inbound

TileFuse: A Fused Mixed-Precision Kernel Library for Efficient Quantized LLM Inference on AMD NPUs cites this paper.

TileFuse: A Fused Mixed-Precision Kernel Library for Efficient Quantized LLM Inference on AMD NPUs Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:02.942702Z

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 45d1e573-ccd8-4fd5-99a0-5a922473c941 · inbound

HeteroMosaic: Exposing and Exploiting Heterogeneous Execution Opportunities for Energy-Efficient Edge LLM Inference cites this paper.

HeteroMosaic: Exposing and Exploiting Heterogeneous Execution Opportunities for Energy-Efficient Edge LLM Inference Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T06:22:15.243154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.