Paper Citation Record · LEDGER

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.20592.

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

pith.paper-citation-record.v1
2507.20592 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:31:42.536729Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy10
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 71604081-a364-43a9-b6f0-dc940c4cdd64 · outbound

This paper cites Journal of Machine Learning Research, 20(55), 1–21 (2019).

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Journal of Machine Learning Research, 20(55), 1–21 (2019)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:45.875729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01fadc2c-be61-4232-988d-db5bdfce5377 · outbound

This paper cites International Conference on Machine Learning.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation International Conference on Machine Learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:45.484943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d49ad5b-2d61-45b4-86da-27b516a764cb · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:45.156451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ae70345-4252-40c3-9557-4d9efa65c99b · outbound

This paper cites In: International Conference on Machine Learning, pp.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation In: International Conference on Machine Learning, pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:44.775351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8710d3d-e46e-4f2e-a1e8-c3eca100dc63 · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Neural Architecture Search with Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:40.503908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a16a961e-67f7-4fec-8f50-e47ca050b271 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:44.444893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8298ce1c-07c5-465d-a0b5-b4984d233d0f · outbound

This paper cites In: International Conference on Learning Representations (2019).

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation In: International Conference on Learning Representations (2019)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:44.164754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 793a59b5-bbd9-461d-90e2-7d543da94254 · outbound

This paper cites A Survey on Neural Architecture Search.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation A Survey on Neural Architecture Search

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:40.861368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951ea42d-b558-4cca-8996-4c9fa6bf3741 · outbound

This paper cites Can GPT-4 Perform Neural Architecture Search?.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Can GPT-4 Perform Neural Architecture Search?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:41.061891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e7b8f52-fa20-45f5-9471-786688fd1627 · outbound

This paper cites Proceedings of the Genetic and Evolutionary Computation Conference (2024).

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Proceedings of the Genetic and Evolutionary Computation Conference (2024)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:43.881932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a308d4e-b264-4d73-a52d-d5ab155ab516 · outbound

This paper cites LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:41.386673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbe60209-741f-4458-9008-17edaf1e791b · outbound

This paper cites EvoPrompting: Language Models for Code-Level Neural Architecture Search.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation EvoPrompting: Language Models for Code-Level Neural Architecture Search

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:41.494742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7729175f-7753-4329-ae46-d31e9913461a · outbound

This paper cites EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:41.678251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5d9ecb7-c703-49e1-883f-9bfcbb88ac36 · outbound

This paper cites Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:41.772681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca22a35-00cd-4b9b-9b4a-856cc07a4baf · outbound

This paper cites In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:43.660121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 268e2998-87fa-47b0-b484-04028bee1d18 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:43.486638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b07bf845-5354-4529-822d-4160d7b0eef7 · outbound

This paper cites GitHub repository.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation GitHub repository

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:31:43.204750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5fe7e5de-de41-4d73-a3af-30a2d6157e36 · outbound

This paper cites Program Synthesis with Large Language Models.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Program Synthesis with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:42.308418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ff2340-90bc-4574-9183-75b13a3ea2e9 · outbound

This paper cites YOLOv10: Real-Time End-to-End Object Detection.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation YOLOv10: Real-Time End-to-End Object Detection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:42.413343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03034d57-468b-47e2-af1c-74cfe1f017bc · outbound

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

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:42.536729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.