Paper Citation Record · LEDGER

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

As of 6 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 9 inbound Pith citation observations for arXiv:2512.04329.

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

pith.paper-citation-record.v1
2512.04329 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T17:51:20.393473Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T20:15:59.064352Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T20:17:33.743911Z

Reference resolution

50 of 50 outbound references displayed

verified exact6
verified fuzzy38
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cacc7a0b-6251-4e61-b79b-28aaf675326d · outbound

This paper cites com / facebookresearch/detectron2.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks com / facebookresearch/detectron2

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.728771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d003eb8b-bcf2-41d0-aed5-e5dc625ce630 · outbound

This paper cites com / open - mmlab / mmdetection.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks com / open - mmlab / mmdetection

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.767296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19845e0e-3bfa-4ab4-92c2-4ad067543502 · outbound

This paper cites softwareheritage.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks softwareheritage

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.746915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 082b29fb-f45b-4bf2-b9e3-ece1a55d8448 · outbound

This paper cites 12570.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks 12570

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.743972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 05dd4732-2f1d-4806-91cd-1ddc06a40ceb · outbound

This paper cites com / SWE - agent/SWE-agent.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks com / SWE - agent/SWE-agent

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.762209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 203dea6a-1d38-4dc5-a3f6-e0bf287c8b30 · outbound

This paper cites swebench.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks swebench

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.726183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0faa6259-d087-414e-9b4a-dce3a70ff380 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:55:26.759765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ca87180-4185-499f-ae8d-a0ae3022c16a · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:55:26.731377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c7c30906-761b-4142-9445-0038d8ad9dea · outbound

This paper cites Prefix- aware exact/near/AST dedup + diversity top-up.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Prefix- aware exact/near/AST dedup + diversity top-up

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.757508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 39a963cf-8140-47bb-9a22-2b25ade8cc25 · outbound

This paper cites GitHub repository.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks GitHub repository

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.749224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 643397c2-dcaa-496f-9511-fad6713c9659 · outbound

This paper cites https : / / docs.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks https : / / docs

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.738936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3dd1cbda-6a9f-43fe-8763-3c1020a5c014 · outbound

This paper cites [13]SQLite Documentation.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks [13]SQLite Documentation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.764576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 60e88106-f22d-4f71-b25f-9e0aceb9563d · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:55:26.736713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2c50ad0c-28ca-450f-a3bb-635602c63896 · outbound

This paper cites pytorch.org/docs/stable/hub.html.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks pytorch.org/docs/stable/hub.html

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.752172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b050b4ce-17c0-40e3-8d8b-3a3b34a053c5 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:55:26.754613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation abc4df4c-b645-46ce-b0e6-238b832094f4 · outbound

This paper cites wikipedia.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks wikipedia

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.734049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4e515c7b-4519-4917-a171-49dd09df8e32 · outbound

This paper cites SWE-Bench+: Enhanced Coding Benchmark for LLMs.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks SWE-Bench+: Enhanced Coding Benchmark for LLMs

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T17:54:18.588382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 115089eb-08cb-418e-b5d3-1940e8c58662 · outbound

This paper cites LEMUR Neural Network Dataset: Towards Seamless AutoML.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks LEMUR Neural Network Dataset: Towards Seamless AutoML

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:03:59.122865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0577c940-de32-4e27-ad8f-7b745fcc3e60 · outbound

This paper cites Large-scale near-deduplication behind bigcode.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Large-scale near-deduplication behind bigcode

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.741636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c281b1ad-374d-43e5-88ac-80bace07f3b4 · outbound

This paper cites CodeR: Issue Resolving with Multi-Agent and Task Graphs.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks CodeR: Issue Resolving with Multi-Agent and Task Graphs

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:54:18.584908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 854c2021-72bb-4816-9d7c-dc6efbf43a3a · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:54:18.561045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f8ce0a3d-bc76-4ea4-af77-f3892e8fd070 · outbound

This paper cites Cubuk, Barret Zoph, Jonathon Shlens, and Quoc V.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Cubuk, Barret Zoph, Jonathon Shlens, and Quoc V

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.665107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 594b94c7-4dda-4116-80b3-eb14f77a6491 · outbound

This paper cites Deep code search.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Deep code search

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.700549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2d75f79b-0007-46ad-b1a5-8bb54ec45dfa · outbound

This paper cites Deep code search.DL ACM.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Deep code search.DL ACM

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.686028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 666221d6-e4c2-4304-ae78-74b2f80b7cd4 · outbound

This paper cites Identity mappings in deep residual networks.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Identity mappings in deep residual networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.705714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3dcb771b-f5d7-4afe-866d-253d8c259ec1 · outbound

This paper cites Squeeze-and-excitation networks.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Squeeze-and-excitation networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.716436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8ce644da-e7e5-418d-8071-39cd7a5f998f · outbound

This paper cites Weinberger.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Weinberger

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.723610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 184f8b36-8fd1-4019-92c3-422ad62b2547 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:54:18.565139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7cc28984-4273-4fa2-b339-07c43340f7ca · outbound

This paper cites Deckard: Scalable and accurate tree-based detection of code clones.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Deckard: Scalable and accurate tree-based detection of code clones

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.658272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7c2ef6f1-d3f0-4635-86fa-034d0b608273 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:54:18.568580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c36c45b4-33fa-471b-af6c-11b45d42ffe8 · outbound

This paper cites Retrieval-augmented gener- ation for knowledge-intensive NLP tasks.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Retrieval-augmented gener- ation for knowledge-intensive NLP tasks

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.654951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 271f3f90-f61e-4124-850f-25a141f9dc6d · outbound

This paper cites Libcst: Concrete syntax tree parser and transformer for python.https : / / libcst.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Libcst: Concrete syntax tree parser and transformer for python.https : / / libcst

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.711563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f8a559ee-dfe7-4560-97ef-2716a482b0b8 · outbound

This paper cites Perry et al.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Perry et al

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.661403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5cfdc5cf-5197-4363-ae21-86dd7e12cede · outbound

This paper cites Improving reproducibility in machine learning research.Journal of Machine Learning Research.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Improving reproducibility in machine learning research.Journal of Machine Learning Research

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.708697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fb23dd8e-abeb-4149-b89f-6d0700c60391 · outbound

This paper cites importlib — the implemen- tation ofimport.https://docs.python.org/3/ library/importlib.html.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks importlib — the implemen- tation ofimport.https://docs.python.org/3/ library/importlib.html

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.689208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7778319f-7bb1-4ba8-bdba-1855140bce37 · outbound

This paper cites importlib.metadata — access package metadata.https://docs.python.org/3/ library/importlib.metadata.html.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks importlib.metadata — access package metadata.https://docs.python.org/3/ library/importlib.metadata.html

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.692244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c8451ce6-1f85-4a11-9d24-0be69cddc613 · outbound

This paper cites ast — abstract syntax trees.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks ast — abstract syntax trees

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.721341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a2dc69fb-d977-4189-9b56-5889ac072789 · outbound

This paper cites compile() — built-in func- tions.https://docs.python.org/3/library/ functions.html#compile.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks compile() — built-in func- tions.https://docs.python.org/3/library/ functions.html#compile

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.703094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3b002b25-52f7-497a-b5e3-2acea32a8a97 · outbound

This paper cites Execution model — nam- ing and binding.https://docs.python.org/3/ reference/executionmodel.html.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Execution model — nam- ing and binding.https://docs.python.org/3/ reference/executionmodel.html

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.670907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 794eaee3-f635-45c8-b838-ba968c109395 · outbound

This paper cites The import system.https: / / docs.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks The import system.https: / / docs

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.677042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4b9e6518-42f8-4601-a808-191387cfd5bd · outbound

This paper cites The python import sys- tem.https://docs.python.org/3/reference/ import.html.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks The python import sys- tem.https://docs.python.org/3/reference/ import.html

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.674065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61ebec80-21d0-47f4-8b84-741b413e5bd3 · outbound

This paper cites Extending pytorch.https : / / pytorch.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Extending pytorch.https : / / pytorch

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.679855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 731365ee-29bd-4a15-b7f7-644c65a3f241 · outbound

This paper cites Roy and James R.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Roy and James R

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.695114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 59bd5a1e-ef73-4f53-b9a9-e1ec73b9cc62 · outbound

This paper cites Roy, and Cristina V.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Roy, and Cristina V

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.668012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0202188f-db10-49a5-adc4-5692ee478f16 · outbound

This paper cites Pep 8 — style guide for python code.https://peps.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Pep 8 — style guide for python code.https://peps

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.713961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 551eb5bb-2033-4815-bedd-03d6957e50dc · outbound

This paper cites Swe-agent: Agent-computer inter- faces enable automated software engineering.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Swe-agent: Agent-computer inter- faces enable automated software engineering

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.718719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a3574966-d01b-43c4-b8d7-0cc527b7322d · outbound

This paper cites Cutmix: Regular- ization strategy to train strong classifiers with localizable fea- tures.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Cutmix: Regular- ization strategy to train strong classifiers with localizable fea- tures

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.683270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6963fbed-124f-415c-a574-ea172b741415 · outbound

This paper cites RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:54:18.572242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3f6a7436-9d7d-4aa7-8b2c-426d2171bca5 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks mixup: Beyond Empirical Risk Minimization

Reference 49

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T17:54:18.575802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 17a500de-0c39-4fd9-93f7-99e8281da104 · outbound

This paper cites Making convolutional networks shift- invariant again.

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks Making convolutional networks shift- invariant again

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:55:26.697883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 6a6d9656-9027-40c9-aa14-6b93e7f0fd90 · inbound

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis cites this paper.

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:59.675339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 42f41e1c-bd83-4aeb-8530-1da51f9bb997 · inbound

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis cites this paper.

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-21T19:25:31.138540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a4762369-e510-40c3-bd9e-1c59b70bdead · inbound

Enhancing LLM-Based Neural Network Generation: Few-Shot Prompting and Efficient Validation for Automated Architecture Design cites this paper.

Enhancing LLM-Based Neural Network Generation: Few-Shot Prompting and Efficient Validation for Automated Architecture Design A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:59.675339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e3b46dd-63d5-43a2-bc4c-36cea96062fa · inbound

Closed-Loop LLM Discovery of Non-Standard Channel Priors in Vision Models cites this paper.

Closed-Loop LLM Discovery of Non-Standard Channel Priors in Vision Models A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:59.675339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6ddd9adf-d88f-49d9-870a-fb52dd658188 · inbound

Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs cites this paper.

Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:59.675339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9f4aec64-37fe-49de-86d1-fa5f4ba42fdd · inbound

Towards Robust Training in NNGPT AutoML Pipeline: A Loss-Optimizer Pairing Selection Study cites this paper.

Towards Robust Training in NNGPT AutoML Pipeline: A Loss-Optimizer Pairing Selection Study A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-04T03:39:30.557110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 91b3656d-440b-4cec-8e0a-148ec29c748f · inbound

Systematic Exploration of 4-Expert Heterogeneous Mixture-of-Experts via Automated Pipeline Search cites this paper.

Systematic Exploration of 4-Expert Heterogeneous Mixture-of-Experts via Automated Pipeline Search A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-04T08:59:42.662188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d9abff4b-e19c-470e-a118-dbc2edfa242f · inbound

LEMUR 2: Unlocking Neural Network Diversity for AI cites this paper.

LEMUR 2: Unlocking Neural Network Diversity for AI A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-10T20:17:33.745309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8a3d7a53-1588-4644-8c2b-a63c920dd971 · inbound

Systematic Evaluation of Learning Rate Scheduling Strategies Across Heterogeneous Architectures cites this paper.

Systematic Evaluation of Learning Rate Scheduling Strategies Across Heterogeneous Architectures A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-10T06:16:51.284693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.