Paper Citation Record · LEDGER

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection

As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.22026.

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

pith.paper-citation-record.v1
2607.22026 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:04:55.890830Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c66dcf7-db0f-4d57-b0f6-3f0679257b5b · outbound

This paper cites Fraser, Hillary Dawkins, and Svetlana Kiritchenko.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Fraser, Hillary Dawkins, and Svetlana Kiritchenko

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.250922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf8df46a-61fb-46a1-b3f3-18b6337a03f5 · outbound

This paper cites A survey on LLM-generated text detection: Necessity, methods, and future directions.Computational Linguistics, 51(1):275–338, March 2025.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection A survey on LLM-generated text detection: Necessity, methods, and future directions.Computational Linguistics, 51(1):275–338, March 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.315312Z

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Observation 498444fa-4554-48c8-8e19-327565d2b04a · outbound

This paper cites A survey on detection of LLMs- generated content.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection A survey on detection of LLMs- generated content

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.389505Z

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Observation be154f66-0876-4b11-aa16-cf08211c2f43 · outbound

This paper cites Manning, and Chelsea Finn.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Manning, and Chelsea Finn

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.503620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71b40983-c97b-4f37-89d4-88c11e1d4670 · outbound

This paper cites DetectLLM: Leveraging log rank information for zero-shot detection of machine-generated text.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection DetectLLM: Leveraging log rank information for zero-shot detection of machine-generated text

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.577484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a20990f-ef86-4cf1-b7c3-d292d2dbf069 · outbound

This paper cites Fast-detectGPT: Efficient zero-shot detection of machine-generated text via conditional probability curvature.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Fast-detectGPT: Efficient zero-shot detection of machine-generated text via conditional probability curvature

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.687986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb7cec9e-c596-420f-b1b7-a1b7c6d1a63e · outbound

This paper cites Specdetect: simple, fast, and training-free detec- tion of llm-generated text via spectral analysis.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Specdetect: simple, fast, and training-free detec- tion of llm-generated text via spectral analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.776436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8401fc-57f0-4f41-83cc-105f2ad29077 · outbound

This paper cites How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.886719Z

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Unavailable: canonical work link unavailable.

Observation 14e4bf78-6678-4fd9-a712-286c3827f05c · outbound

This paper cites M4: Multi-generator, multi-domain, and multi- lingual black-box machine-generated text detection.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection M4: Multi-generator, multi-domain, and multi- lingual black-box machine-generated text detection

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:52.980393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f405cce7-80e4-4912-a170-fc42a0aff879 · outbound

This paper cites MAGE: Machine-generated text detection in the wild.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection MAGE: Machine-generated text detection in the wild

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.081310Z

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Observation 19e44bfa-e3d6-4b34-adfa-2b826e831878 · outbound

This paper cites DNA-GPT: Divergent N-gram analysis for training-free de- tection of GPT-generated text.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection DNA-GPT: Divergent N-gram analysis for training-free de- tection of GPT-generated text

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.195311Z

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Observation 7f8c63cb-bc77-44d3-93c9-77d8e76df605 · outbound

This paper cites Spot- ting llms with binoculars: zero-shot detection of machine-generated text.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Spot- ting llms with binoculars: zero-shot detection of machine-generated text

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.373874Z

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Observation aa6af58d-8563-43e2-a935-943247bf860a · outbound

This paper cites Training-free LLM-generated text detection by mining token prob- ability sequences.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Training-free LLM-generated text detection by mining token prob- ability sequences

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.498499Z

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Observation b989cde8-9fe3-4137-904a-d3a58804d089 · outbound

This paper cites Zero-shot detection of LLM-generated text using temperature sensitivity.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Zero-shot detection of LLM-generated text using temperature sensitivity

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.609628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db48c1b-6aad-4108-8a43-d459c1fdfd2b · outbound

This paper cites Wong, Shu Yang, Xuebo Liu, Lidia S.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Wong, Shu Yang, Xuebo Liu, Lidia S

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.685729Z

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Observation 641d6983-8633-4ecb-a06a-25c529df2ffa · outbound

This paper cites SILTD: Structural information for LLM-generated text detection.International Journal of Machine Learning and Cybernetics, 16(9):6095–6110, 2025.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection SILTD: Structural information for LLM-generated text detection.International Journal of Machine Learning and Cybernetics, 16(9):6095–6110, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.878606Z

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Unavailable: canonical work link unavailable.

Observation b06a97f8-8dd5-4a55-ba87-d0519979adc0 · outbound

This paper cites Zero-shot detection of LLM-generated text via text reorder.Neurocomputing, 631:129829, 2025.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Zero-shot detection of LLM-generated text via text reorder.Neurocomputing, 631:129829, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:53.999277Z

Source-reported events for the cited work

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Observation c661fb32-0b49-4f2e-a3c9-3baa0fdf65b9 · outbound

This paper cites Radar: robust ai-text de- tection via adversarial learning.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Radar: robust ai-text de- tection via adversarial learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.100847Z

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Unavailable: canonical work link unavailable.

Observation ce4256c5-0dc1-4d0b-97c2-3c01d56add63 · outbound

This paper cites Fdllm: A dedicated detector for black-box llms fingerprinting.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Fdllm: A dedicated detector for black-box llms fingerprinting

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.189522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc361b55-645b-4114-9dbc-c98ca7d10e9c · outbound

This paper cites Ghostbuster: Detecting text ghostwritten by large language models.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Ghostbuster: Detecting text ghostwritten by large language models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.278984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faca50fb-6f8f-4028-8cdd-fdbdf152c92c · outbound

This paper cites Learning to rewrite: Generalized LLM-generated text detection.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Learning to rewrite: Generalized LLM-generated text detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.351493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce9e88da-1abb-4143-aeb8-3feedcd8be14 · outbound

This paper cites Human texts are outliers: Detecting LLM-generated texts via out-of-distribution detection.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Human texts are outliers: Detecting LLM-generated texts via out-of-distribution detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.466331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58413247-2db6-48a8-8924-4309f72b4ae8 · outbound

This paper cites Towards Structurally Explainable Machine-Generated Text Detection: A Graph-Perspective Framework.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Towards Structurally Explainable Machine-Generated Text Detection: A Graph-Perspective Framework

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.531907Z

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Unavailable: canonical work link unavailable.

Observation f03212b0-3f85-4a8c-9735-a6504fac8763 · outbound

This paper cites LOG-AID: Logit-based statistical features for AI text detection.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection LOG-AID: Logit-based statistical features for AI text detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.617675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db162052-136c-49f3-b769-6a99ae671c3a · outbound

This paper cites BiScope: AI-generated text detection by checking memorization of preceding tokens.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection BiScope: AI-generated text detection by checking memorization of preceding tokens

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.701980Z

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Observation ec0e1299-28ea-4538-9ebb-e280cef5e83f · outbound

This paper cites Can attention detect AI-generated text? a novel Benford’s law-based approach.Information Processing & Management, 62(4):104139, 2025.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Can attention detect AI-generated text? a novel Benford’s law-based approach.Information Processing & Management, 62(4):104139, 2025

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.787718Z

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Unavailable: canonical work link unavailable.

Observation 1c361942-c5af-4e94-89d3-75dc888bdf5f · outbound

This paper cites language is the dress of thought.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection language is the dress of thought

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.854786Z

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Observation 89a1c61f-7c95-4d9e-ae06-81e04c201b6a · outbound

This paper cites A metric-based detection system for large language model texts.ACM Transactions on Management Information Systems, 16(1), February 2025.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection A metric-based detection system for large language model texts.ACM Transactions on Management Information Systems, 16(1), February 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:54.921321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1040b128-6d9d-4a14-91b4-ba5ceb29a64a · outbound

This paper cites Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.004128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7595a336-e7a2-4553-bbb1-922863247e97 · outbound

This paper cites Di- vScore: Zero-shot detection of LLM-generated text in specialized domains.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Di- vScore: Zero-shot detection of LLM-generated text in specialized domains

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.083729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a3b4c1b-4b12-464c-b67d-bfd8278d569e · outbound

This paper cites Detective: detecting ai-generated text via multi- level contrastive learning.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Detective: detecting ai-generated text via multi- level contrastive learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.288123Z

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Observation 64d62c02-f72d-4db4-ac22-109648eaf9b4 · outbound

This paper cites an unresolved cited work.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.181028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6eaf73c-b86a-4658-837a-02b0d916a119 · outbound

This paper cites Adadetectgpt: Adaptive detection of llm- generated text with statistical guarantees.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Adadetectgpt: Adaptive detection of llm- generated text with statistical guarantees

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.560489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5333d30f-0c73-4448-8ff8-b7a37b2fdca7 · outbound

This paper cites Continual origin tracing of LLM-generated text.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Continual origin tracing of LLM-generated text

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.638096Z

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Observation f6454743-2a61-47a9-8f8b-f3fef6fa09f2 · outbound

This paper cites DETree: DEtecting human-AI collaborative texts via tree-structured hierarchical repre- sentation learning.arXiv preprint arXiv:2510.17489, 2025.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection DETree: DEtecting human-AI collaborative texts via tree-structured hierarchical repre- sentation learning.arXiv preprint arXiv:2510.17489, 2025

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.478378Z

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Unavailable: canonical work link unavailable.

Observation e35d6008-831b-4aa6-9d6c-d8d99ae5e286 · outbound

This paper cites an unresolved cited work.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.825453Z

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Observation a3c07313-0ab2-4fd7-b5b2-d6d4fbeffc09 · outbound

This paper cites Society for Industrial and Applied Mathematics, 1992.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Society for Industrial and Applied Mathematics, 1992

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.890830Z

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Unavailable: canonical work link unavailable.

Observation cc22e836-638d-4b2a-9d75-14f3062f4b0f · outbound

This paper cites WaveDetect: Robust framework for machine-generated text detection via wavelet transform.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection WaveDetect: Robust framework for machine-generated text detection via wavelet transform

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:55.720185Z

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Observation 43a638f7-c297-4e4f-8968-065d59bf9f45 · outbound

This paper cites an unresolved cited work.

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection Unresolved cited work

Reference 2024

Resolution: parse uncertain; no resolver link, observed 2026-08-01T06:04:55.379507Z

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Pith citing papers

No inbound Pith citation observations are available.