Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:04:03.847220Z
Paper Citation Record · LEDGER
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection
As of 23 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2506.20123.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
42 of 42 outbound references displayed
- verified exact0
- verified fuzzy16
- unresolved26
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 78aa6670-6c27-4078-8f46-03bfde130814 · outbound
This paper cites Zheng, S.
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.298148Z
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 7ba25938-0387-45eb-a813-75c7452b9093 · outbound
This paper cites Wood, et al., Ethereum: A secure decentralised generalised transac- tion ledger, Ethereum project yellow paper 151 (2014) (2014) 1–32.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Wood, et al., Ethereum: A secure decentralised generalised transac- tion ledger, Ethereum project yellow paper 151 (2014) (2014) 1–32
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.275245Z
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 861295cb-5410-4b33-977f-fba4e776db86 · outbound
This paper cites W ¨ust, A.
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.239094Z
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 a626c78e-7c38-4ce7-ab8e-1a13d9332c4a · outbound
This paper cites Deepa, Q.-V.
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.230557Z
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 d5d8daa5-cbc3-483d-a4fd-d000619c6f4c · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.216936Z
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 4b894d5c-92d5-4acb-82b4-3125dbb98070 · outbound
This paper cites Iyengar, F.
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.207683Z
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 c22dfa6f-978c-43bc-80e3-4fe5e39191f8 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.193867Z
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 81be2d3b-636a-44e9-857c-f480fbbe6005 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.180710Z
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 27bf5dbe-fed3-483e-bad8-947ac559d814 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.168928Z
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 e2ca70f7-c7f4-4647-b5d5-c3f0b3d124ba · outbound
This paper cites Dissecting Payload-based Transaction Phishing on Ethereum.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Dissecting Payload-based Transaction Phishing on Ethereum
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.750385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c81ce25f-89bb-4a0b-b6ab-ee3ae9444d1c · outbound
This paper cites URL https://www.trmlabs.com/resources/reports/ 2025-crypto-crime-report.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection URL https://www.trmlabs.com/resources/reports/ 2025-crypto-crime-report
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.159703Z
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 6bac28d5-cc6f-470e-a147-b9375816745a · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.150215Z
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 89fdbd2e-b543-40ba-9f33-39b99dd33992 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.759331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aadd76e7-991f-4887-8307-02407ebc50b3 · outbound
This paper cites Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.762195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f4c1e25-8a46-4dc8-8659-f0a819e81d84 · outbound
This paper cites Pareja, G.
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.114797Z
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 db3855a9-9ed7-4c5c-9d6a-bb3288899268 · outbound
This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Temporal Graph Networks for Deep Learning on Dynamic Graphs
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.768197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f66a41e3-f50a-4361-80a0-bfedd08bee3d · outbound
This paper cites Inductive Representation Learning on Temporal Graphs.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Inductive Representation Learning on Temporal Graphs
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.771319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ebd2189-db59-45a0-82f5-71726e0294ea · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.105527Z
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 7d7d898a-d9dd-455d-9bf3-e8a75f45e40b · outbound
This paper cites Agarwal, S.
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.095503Z
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 3515cacd-71ea-4744-ba62-07ef7e491e1c · outbound
This paper cites Perozzi, R.
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.085484Z
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 f8bb0a00-ed60-4681-89bd-2c33c7fb3aac · outbound
This paper cites Grover, J.
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.076367Z
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 42ee9f1a-0f15-4051-ada2-19e3be93a5e1 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.067223Z
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 a54ce8de-3182-4f73-9ca5-6f1c42ce5c9e · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.058469Z
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 972b2ea1-5331-46e0-9d2b-4a6e0e9dc3f5 · outbound
This paper cites Alarab, S.
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.049387Z
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 eba14784-170a-402a-a744-f843769c7df6 · outbound
This paper cites Semi-Supervised Classification with Graph Convolutional Networks.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Semi-Supervised Classification with Graph Convolutional Networks
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.795631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4a21cb7-4474-4f4e-af22-5f61d4b8e7f3 · outbound
This paper cites Graph Attention Networks.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Graph Attention Networks
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.798585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e4d7bad-c1dc-4c74-a9fe-0440754c09b5 · outbound
This paper cites Hamilton, Z.
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.801462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41f9b1a6-ab1c-4435-8cf6-a15d0f66d6d6 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.034925Z
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 81c2822f-e234-4c90-be1c-7f03245fd2ac · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.026468Z
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 f1c5fc93-fa48-4af3-8bd1-2e7bbf6833ac · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.017777Z
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 0fc8ae52-40a0-4bb8-837a-db40dbd53bfc · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:04.009039Z
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 9d5676df-de4b-47c2-b929-60f55c6c16c1 · outbound
This paper cites Zhang, H.
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:04.000187Z
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 124d438d-c76b-4de4-bb6d-797b42821118 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:03.991015Z
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 db12850c-4fd1-4e42-b01c-edb746ecaa8a · outbound
This paper cites Layne, J.
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:03.982579Z
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 cfb4c32f-f7f2-43de-8ebb-f775d140ecdc · outbound
This paper cites Mavromatis, G.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Mavromatis, G
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:03.973798Z
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 7c2f05f0-99ff-4a28-8d35-da8335fd2b17 · outbound
This paper cites Breiman, Random forests, Machine learning 45 (2001) 5–32.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Breiman, Random forests, Machine learning 45 (2001) 5–32
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.828207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d58a6ff2-e63f-4fe7-83c4-cb7024b322b2 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:03.960036Z
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 c746b79b-65f7-46c4-9aa5-4a0e78f5b588 · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:03.950052Z
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 c49bc3e3-e5a6-4dc3-972a-445fa091c919 · outbound
This paper cites Fawcett, An introduction to roc analysis, Pattern recognition letters 27 (8) (2006) 861–874.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Fawcett, An introduction to roc analysis, Pattern recognition letters 27 (8) (2006) 861–874
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:03.940930Z
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 84e1f907-194b-4709-9411-e4cefc8fcb3d · outbound
This paper cites an unresolved cited work.
DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:04:03.930387Z
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 c10ad0dd-d6f0-4a01-96d6-053a5da8ed14 · outbound
This paper cites Vaswani, N.
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:04:03.844194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90daabc1-3987-4999-ad9c-7f45a192dc1c · outbound
This paper cites Bergstra, Y.
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:04:03.916246Z
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
No inbound Pith citation observations are available.