Paper Citation Record · LEDGER

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection

As of 23 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2506.14470.

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

pith.paper-citation-record.v1
2506.14470 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:22:09.382203Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T03:16:51.912157Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T03:20:56.075839Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy27
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc6c6e28-0dfc-47b7-b9a5-3915c02f5d48 · outbound

This paper cites Code clones: Detection and management,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Code clones: Detection and management,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:18.475316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c90cffa1-4cba-4343-ae0e-ddf4ad5814e7 · outbound

This paper cites Fowler, Refactoring: improving the design of existing code.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Fowler, Refactoring: improving the design of existing code

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:18.264833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed4aed39-9d69-438a-b311-5b2b7539b17a · outbound

This paper cites A systematic literature review on the use of machine learning in code clone research,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection A systematic literature review on the use of machine learning in code clone research,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:17.984965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 85c227cd-3e9f-4704-a239-72ba8376074a · outbound

This paper cites Learning graph-based code representations for source-level functional similarity detection,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Learning graph-based code representations for source-level functional similarity detection,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:17.535114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c691f98c-8b87-4818-a377-b41566cf6764 · outbound

This paper cites Detecting code clones with graph neural network and flow-augmented abstract syntax tree,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Detecting code clones with graph neural network and flow-augmented abstract syntax tree,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:17.244929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e8870a76-d4a7-492d-8bce-c4aabb269a49 · outbound

This paper cites Functional code clone detection with syntax and semantics fusion learning,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Functional code clone detection with syntax and semantics fusion learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:16.947204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b43b48c0-0eb1-4b2c-bc3d-9d672474ae37 · outbound

This paper cites A code clone detection algorithm based on graph convolution network with ast tree edge,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection A code clone detection algorithm based on graph convolution network with ast tree edge,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:16.588086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f32422d-fbb4-4927-8ae5-cfa4c248905a · outbound

This paper cites Precise learning of source code contextual semantics via hierarchical dependence structure and graph attention networks,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Precise learning of source code contextual semantics via hierarchical dependence structure and graph attention networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:16.224742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 956725d2-c322-4f2a-b16a-fda02ce45bd9 · outbound

This paper cites Sccd-gan: An enhanced semantic code clone detection model using gan,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Sccd-gan: An enhanced semantic code clone detection model using gan,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:15.932771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 90dc3923-859e-408b-bdae-038a6d222631 · outbound

This paper cites Improving cross- language code clone detection via code representation learning and graph neural networks,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Improving cross- language code clone detection via code representation learning and graph neural networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:15.508752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1f69900c-d0dd-4673-b6e1-ef122748d4af · outbound

This paper cites Cross-language code clone detection using abstract syntax tree and graph neural network,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Cross-language code clone detection using abstract syntax tree and graph neural network,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:15.094619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c7a47352-390a-47b5-8348-9e45923a8263 · outbound

This paper cites Investigating the generalizability of deep learning-based clone detectors,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Investigating the generalizability of deep learning-based clone detectors,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:14.811614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ceee9f60-9e58-4a7b-a0fe-2f7d29a86161 · outbound

This paper cites Semi-supervised classification with graph convolutional networks,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Semi-supervised classification with graph convolutional networks,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:05.978597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205f35c9-0f10-4245-bc85-849d1281fb6a · outbound

This paper cites Graph attention networks,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Graph attention networks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:06.244875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510a2182-6ea8-4d62-8590-a4492bba0a52 · outbound

This paper cites Gated Graph Sequence Neural Networks.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Gated Graph Sequence Neural Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:06.333521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 091c3cc5-cd85-492d-9c47-79282c171291 · outbound

This paper cites Gated graph sequence neural networks,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Gated graph sequence neural networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:14.327935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cbed4263-49cc-43ac-a04c-69077a16d0f7 · outbound

This paper cites Java code clone detec- tion by exploiting semantic and syntax information from intermediate code-based graph,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Java code clone detec- tion by exploiting semantic and syntax information from intermediate code-based graph,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:14.047980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d51c46cb-447d-4a9d-bc31-2782e694a0c3 · outbound

This paper cites Evaluating clone detection tools with bigclonebench,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Evaluating clone detection tools with bigclonebench,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:13.903753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1639b2ad-e718-4b5a-9632-a476bfd34fb5 · outbound

This paper cites Bigcloneeval: A clone detection tool evaluation framework with bigclonebench,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Bigcloneeval: A clone detection tool evaluation framework with bigclonebench,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:13.741115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5902371-feb3-4507-98dd-6e7b9ea2b94e · outbound

This paper cites Clone detection in test code: an empirical evaluation,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Clone detection in test code: an empirical evaluation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:13.475512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d904dedc-2f26-439a-98d8-7ffcb6c4fe51 · outbound

This paper cites Comparison and evaluation of clone detection techniques with different code representa- tions,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Comparison and evaluation of clone detection techniques with different code representa- tions,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:13.234826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 27e3599b-448e-45bc-a9e2-c7f31781065e · outbound

This paper cites Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:07.310650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a7faf3-53ed-41c8-9b1f-5e3b25a9f9b6 · outbound

This paper cites Efficient transformer with code token learner for code clone detection,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Efficient transformer with code token learner for code clone detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:12.974747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f4d825cf-ad66-4597-8b61-a85489da5fcf · outbound

This paper cites Towards a big data curated benchmark of inter-project code clones,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Towards a big data curated benchmark of inter-project code clones,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:12.703054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 698d43a4-8ff1-4801-a023-e8d492eb0af3 · outbound

This paper cites Supervised deep features for software functional clone detection by exploiting lexical and syntactical information in source code.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Supervised deep features for software functional clone detection by exploiting lexical and syntactical information in source code

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:12.357027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 19c161de-7fdd-4e0c-a99f-a26e7bd44189 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Pytorch: An imperative style, high-performance deep learning library,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:07.781822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10bd3872-107e-4848-b633-bafc37265765 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Fast Graph Representation Learning with PyTorch Geometric

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:07.943353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c6d506-aa1d-4ea2-bbbb-25d95773ed74 · outbound

This paper cites an unresolved cited work.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:22:11.970642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 50876c21-3ff8-4d3d-a9e4-8739aeb9876c · outbound

This paper cites Influence of contrastive learning on source code plagiarism detection through recursive neural networks,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Influence of contrastive learning on source code plagiarism detection through recursive neural networks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:11.544958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0443aa97-ad80-4167-ad8e-ae3ba91ceacc · outbound

This paper cites Learning-based recursive aggregation of abstract syntax trees for code clone detection,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Learning-based recursive aggregation of abstract syntax trees for code clone detection,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:11.255660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 280840a9-6672-4a3e-b675-09649333aae0 · outbound

This paper cites Combining holistic source code representation with siamese neural networks for detecting code clones,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Combining holistic source code representation with siamese neural networks for detecting code clones,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:10.793600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e38d8e62-8767-4701-a7c2-9c4acdb9cc21 · outbound

This paper cites Transformer-based networks over tree structures for code classification,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Transformer-based networks over tree structures for code classification,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:10.415998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4e3a9022-76c5-4027-b197-0698f6b41d9b · outbound

This paper cites Ast-path based compare-aggregate network for code clone detection,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Ast-path based compare-aggregate network for code clone detection,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:10.120088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 310e7aff-4d2b-4e3c-9aa9-31c667743822 · outbound

This paper cites Clcd-i: cross-language clone detection by using deep learning with infercode,.

AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Clcd-i: cross-language clone detection by using deep learning with infercode,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:09.873873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 2bc80726-f9f9-417b-bb45-336ee8e4afde · inbound

Bridging the Programming Language Gap: Constructing a Multilingual Shared Semantic Space through AST Unification and Graph Matching cites this paper.

Bridging the Programming Language Gap: Constructing a Multilingual Shared Semantic Space through AST Unification and Graph Matching AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:20:56.078309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.