Paper Citation Record · LEDGER

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning

As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2412.10723.

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

pith.paper-citation-record.v1
2412.10723 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:45:48.494909Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

47 of 47 outbound references displayed

verified exact2
verified fuzzy1
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d87caac-9710-49be-83a7-fa7c7a2b717d · outbound

This paper cites , " * write output.state after.block = add.period write newline.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.039123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a62ba64a-ff84-498e-9008-4285e09d5cd9 · outbound

This paper cites write newline.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.047078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95faa561-c490-4b70-9378-681be0ed19a7 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:50.069487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4473f58c-6258-447a-b284-74c5bf9af068 · outbound

This paper cites ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.067337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9c709b-4f14-44b5-a7e3-6bebb043fa6f · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:50.038466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 806150b8-334e-467d-933c-387b71b30346 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:50.013379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95403c8a-7977-45d5-ba86-f88bb19b8b1c · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.983925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6b2e3782-048b-4d18-afed-a48160816b72 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.955790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a9b9774d-5ad7-4201-adb1-75a43ea57b84 · outbound

This paper cites DARTS-: Robustly Stepping out of Performance Collapse Without Indicators.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning DARTS-: Robustly Stepping out of Performance Collapse Without Indicators

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.121399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a21b38-5efb-41d1-bc8a-95f9ad5df31b · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.917682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 48445776-d9c2-4d46-b794-2463f3097fc0 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.882926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 514f0028-1450-49ff-9b68-dc0f181402d5 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.851563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0f4050f2-6557-4ca9-bcd1-7f6b88bc9215 · outbound

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

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.166949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143a72fe-882c-48cb-a1ea-e04c2a93525a · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.819278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1181bc9-5fb0-4bf2-86e5-a8f80cd55113 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.790989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4648fe6-1249-47b3-b768-c489704475c6 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.195324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a5f6826-13cc-4195-a8b1-ca4f8e9e4826 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.208283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e58ca9f-ddc0-4921-988d-f7607c91313c · outbound

This paper cites Generalizing Few-Shot NAS with Gradient Matching.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Generalizing Few-Shot NAS with Gradient Matching

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:45:48.845866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54bebf39-b7e5-4a0e-ad20-53c51ab8d017 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.234520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4586e48e-dc9f-4814-9790-13bae6cb0fbf · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.683548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54cb9c63-dde9-4020-8a1e-434595311eb2 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.649846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ac7e0585-3cbd-4d05-b506-cdc5508515f6 · outbound

This paper cites ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.261450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a440b3a-5631-45be-8b18-7cc575c709b7 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.621580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 67e780f8-c11b-43db-bdae-f024039d4727 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.588158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05bc2c92-b654-42ae-9e1f-0d77a1b6d5ff · outbound

This paper cites DARTS: Differentiable Architecture Search.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning DARTS: Differentiable Architecture Search

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.288810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95419860-1254-48b3-92a5-941f640b4368 · outbound

This paper cites A.; Hacene, G.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning A.; Hacene, G

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:45:49.542521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be8ce278-fdfd-4fca-8c72-b9b04690f5d1 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.306064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca61dff-d765-48c0-8a87-2353c7822ff7 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.478252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0ec5fc0-d721-4d5b-a8b6-30bcbd84b2e3 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.444257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f976f32e-6fc2-434d-83c9-9c77572b2c78 · outbound

This paper cites On Redundancy and Diversity in Cell-based Neural Architecture Search.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning On Redundancy and Diversity in Cell-based Neural Architecture Search

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:45:48.714916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c0c34fab-8421-4eed-9310-08e81d6d7bb9 · outbound

This paper cites Rethinking Architecture Selection in Differentiable NAS.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Rethinking Architecture Selection in Differentiable NAS

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.344993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 087a2d9e-86ba-42e1-8fbe-38fd45cbf7cc · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.406159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05cca2c0-3872-406c-b8ad-60c523016135 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.359161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58f78116-66d1-4168-a25d-2413ebeefa8a · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.343235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 697785b2-fbf6-4823-8bbd-317a91bd16da · outbound

This paper cites SNAS: Stochastic Neural Architecture Search.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning SNAS: Stochastic Neural Architecture Search

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.376724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e33612-b6d4-402e-9ac2-a498ff48060d · outbound

This paper cites PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.394374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa35d444-7879-4956-8bf6-2dfb9f415015 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.317480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8ac68f57-cf2a-4670-a4b9-0c93c9a39822 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.281643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 624a02eb-704e-4197-9ba5-855d0d0f54f5 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.226537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0bf0581-e851-4bbe-a041-c35119431db7 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.196231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7a2db872-a14a-4a46-92a0-a6a2022657a2 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.157487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3fc086ba-8be5-4e5e-8d56-26a0ae3a98a4 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.120754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79555530-fe62-49f7-8cfc-9ed14bbbc465 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.090810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 672922d5-dc42-4386-993c-ec098e9b4d9e · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.466535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76949a83-bc2a-458a-8c91-111ffab66dd6 · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.046508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3d0f0c2d-6435-4760-a8a3-69403e277dba · outbound

This paper cites an unresolved cited work.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:45:49.021817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9ca75f94-3da6-4dd1-86c9-72a2d69c6fc6 · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning Neural Architecture Search with Reinforcement Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T15:45:48.494909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.