Paper Citation Record · LEDGER

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space

As of 22 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.13293.

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

pith.paper-citation-record.v1
2608.13293 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:31:26.113417Z

measured 14 of 14 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

14 of 14 outbound references displayed

verified exact2
verified fuzzy6
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1344f996-5116-4001-abe2-ac964b5949bd · outbound

This paper cites Neural Architecture Search: Insights from 1000 Papers.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space Neural Architecture Search: Insights from 1000 Papers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T14:31:26.050027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1080c4b7-62d0-48f0-a851-98ffaee76233 · outbound

This paper cites HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T14:31:26.056646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd249acc-123e-43f6-bd66-b206f154e888 · outbound

This paper cites NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T14:31:26.063774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02882afa-4d12-49e9-a980-e8a1e29b0542 · outbound

This paper cites Learning multiple layers of features from tiny images.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space Learning multiple layers of features from tiny images

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:31:26.444199Z

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 57aa1000-cdaf-45f2-9b76-c075a8a04830 · outbound

This paper cites ”Cgra4ml: A framework to implement mod- ern neural networks for scientific edge computing.” arXiv preprint arXiv:2408.15561 (2024).

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space ”Cgra4ml: A framework to implement mod- ern neural networks for scientific edge computing.” arXiv preprint arXiv:2408.15561 (2024)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T14:31:26.073458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ef27f2-eb58-4ba9-8896-cf8c0f62f936 · outbound

This paper cites ”NAS-bench-360: Benchmarking neural architecture search on diverse tasks.” Advances in Neural Information Processing Systems 35 (2022): 12380-12394.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space ”NAS-bench-360: Benchmarking neural architecture search on diverse tasks.” Advances in Neural Information Processing Systems 35 (2022): 12380-12394

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:31:26.427485Z

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 84e203e3-f247-47c1-a495-07dcf35ceec6 · outbound

This paper cites A Comprehensive Survey on Hardware-Aware Neural Architecture Search.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space A Comprehensive Survey on Hardware-Aware Neural Architecture Search

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T14:31:26.081955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e208b8a1-736c-4b88-a657-78aac13df54e · outbound

This paper cites ”Multi-objective hardware-aware neural ar- chitecture search with Pareto rank-preserving surrogate models.” ACM Transactions on Architecture and Code Optimization 20.2 (2023): 1-21.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space ”Multi-objective hardware-aware neural ar- chitecture search with Pareto rank-preserving surrogate models.” ACM Transactions on Architecture and Code Optimization 20.2 (2023): 1-21

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:31:26.414819Z

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 4c112e63-568d-4a9f-b752-a7a4ba99d386 · outbound

This paper cites ”Haq: Hardware-aware automated quantization with mixed precision.” Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space ”Haq: Hardware-aware automated quantization with mixed precision.” Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:31:26.399837Z

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 6387d511-401f-4833-a1c9-f86f9cdf264a · outbound

This paper cites ”Apq: Joint search for network architecture, prun- ing and quantization policy.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space ”Apq: Joint search for network architecture, prun- ing and quantization policy.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:31:26.381557Z

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 e0362fa0-703a-4b9d-ae90-cc819ae17903 · outbound

This paper cites SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:31:26.180698Z

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 abe6a9d9-a897-4526-9e6d-60894e638ea0 · outbound

This paper cites an unresolved cited work.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:31:26.359411Z

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 85b08d19-79f8-4c14-b60a-2a821d560fc7 · outbound

This paper cites NAAS: Neural Accelerator Architecture Search.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space NAAS: Neural Accelerator Architecture Search

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:31:26.157019Z

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 a935dbbd-c6da-44f3-a2f6-abfe622a38f4 · outbound

This paper cites ”A Unified FPGA/CGRA Acceleration Pipeline for Time-Critical Edge AI: Case Study on Autoencoder-Based Anomaly Detection in Smart Grids.” Electronics 15.2 (2026): 414.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space ”A Unified FPGA/CGRA Acceleration Pipeline for Time-Critical Edge AI: Case Study on Autoencoder-Based Anomaly Detection in Smart Grids.” Electronics 15.2 (2026): 414

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:31:26.342641Z

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.

Pith citing papers

No inbound Pith citation observations are available.