Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T10:36:43.731070Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2509.03939.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T10:36:43.731070Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5cecac00-462c-447c-bdcc-85fa788ef3d9 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Artificial intelligence for cybersecurity: Literature review and future research directions,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d8da5c1-bdde-4ed1-b70a-6c647141533a · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Efficient and dos-resistant consensus for permissioned blockchains,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2fb0c91f-eef4-4545-81e5-978b86a58a0f · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Blockchain challenges and opportunities: A survey,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bedafe9e-fdea-4e81-b419-bb6f23689449 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Understanding security issues in the dao governance process,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 037724c8-dc48-4a6d-b28d-49a8f8c2a2cf · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Natural language processing in finance: A survey,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8313c896-d14e-4186-8d38-2970f1a4e18b · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding The Chainalysis 2024 Crypto Crime Report,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd0e6a88-3eda-49bc-96c6-675bd746b8e6 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Lessons learned from blockchain applications of trusted execution environments and implications for future research,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85b63679-58e0-4f03-bd17-5eb045bf4d01 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Ttagn: Temporal transaction aggregation graph network for ethereum phishing scams detection,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15a7f5c2-8d7b-49ed-943a-85d71583c87c · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph neural network based phishing account detection in ethereum,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa095b22-3b5b-499c-becc-e6ac7cd8957d · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Ethereum phishing scams detection: A survey,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ae4a301-991a-4eae-bab0-c8f19e5a9303 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding High-frequency trading on decentralized on-chain exchanges,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7faebe75-3e80-4ab9-9c5f-264a79481f45 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Quantifying blockchain extractable value: How dark is the forest?
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c01da293-acae-4874-8c0d-13ceef09bf18 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding node2vec: Scalable feature learning for networks,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a74662e5-d3ae-4fba-a661-13263d097f7a · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph neural network for ethereum fraud detection,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc6c6118-e294-43d6-b7f9-c98fdd899d53 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Detecting phishing scams on ethereum based on transaction records,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa5c7413-5a0c-4f89-b5da-6509678fae95 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Who are the phishers? phishing scam detection on ethereum via network embedding,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20783970-7866-48bd-9a8f-2b23a459bb2b · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Deepwalk: Online learning of social representations,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4527a621-8e46-40ac-965f-dda9e2b0cd44 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Phishing fraud detection on ethereum using graph neural network,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c30970b6-2e87-4b53-bdbd-e62c82a2704d · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph neural network for ethereum fraud detection,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 490766ca-0680-40cd-9857-719fb71d2fed · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Blockchain phishing scam detection via multi-channel graph classification,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c640b2a-8960-4816-a22a-9850c9f085ee · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Tsgn: Transaction subgraph networks assisting phishing detection in ethereum,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0277b65-b566-46d0-8ba8-bfc6f0333870 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Grabphisher: Phishing scams detection in ethereum via temporally evolving gnns,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bea42d69-aebe-4589-87d0-2c80169210d9 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Bert4eth: A pre- trained transformer for ethereum fraud detection,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d42cf7ca-b643-489a-9878-3f7512a7885c · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Zipzap: Efficient training of language models for large-scale fraud detection on blockchain,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d548b162-3784-4f41-9bcf-b97d10d878da · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Variational Graph Auto-Encoders
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c2b2616-e18a-4221-9ccc-603f631479cf · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Co-embedding attributed networks,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd27fb5e-f917-40ef-9013-fd4d47f98c84 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20c896ad-fbd9-4a6f-af2c-2f9280719906 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graphmae: Self-supervised masked graph autoencoders,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f3da8322-82e6-4385-8230-896f5f244d9d · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Revisiting Graph Autoencoders as Implicit Contrastive Learners
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac283d13-0f54-4ee6-aced-8fe2f7d27ddf · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding S2gae: Self-supervised graph autoencoders are generalizable learners with graph masking,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e0d0675-2e11-4014-a6fe-5f386f9ac8a6 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Layer-neighbor sampling—defusing neighborhood explosion in gnns,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a52e54b6-3a4a-4487-a414-76b7eb7a70f1 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Attention bottlenecks for multimodal fusion,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 669ffcd2-ba58-4206-936b-ffd2ffe5ac60 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Unveiling the power of audio-visual early fusion transformers with dense interactions through masked modeling,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2355d80b-f5c2-4666-995d-e0015344b012 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Attention Is All You Need
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60404097-e45f-48b0-8b3e-5695c53ac246 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Xblock-eth: Extracting and exploring blockchain data from ethereum,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01e56e76-7500-4205-9b2b-b9d864c1630c · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding XBLOCK Blockchain Datasets: InPlusLab ethereum phishing detection datasets,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c33c9111-389b-4bfd-a6b3-f07f80fbb3f0 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4d95305d-13e0-4feb-b9dd-0f29d795127a · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding role2vec: Role-based network embeddings,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8216e21e-f10d-4c3e-8b1a-1d4eafa3c08f · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Exploring the limits of transfer learning with a unified text-to-text transformer,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5e9b8a9-2dff-43a0-8339-b6c4123f7304 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Longformer: The Long-Document Transformer
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3688b53d-76ae-49c6-858f-e459a6518441 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Semi-Supervised Classification with Graph Convolutional Networks
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e3396d8-fe26-4edd-8492-0e8afb9bab17 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Inductive representation learning on large graphs,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d48bb95e-a183-4712-b567-76a23b47b851 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Grand: Graph neural diffusion,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f75762df-a836-4ddf-88dd-c6c79eaae33c · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph random neural networks for semi-supervised learning on graphs,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 808954f1-f954-4020-839d-e57ea0022a33 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Hierarchical graph representation learning with differentiable pooling,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e2bf7b5-e350-4f04-81a6-134ba79cf70f · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Universal Graph Transformer Self-Attention Networks
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93c6dedb-1a18-4451-93b8-b3244ab7853c · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Phishing detection on ethereum via learning representation of transaction subgraphs,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6835ef9-0cda-41c1-be36-c8334012726e · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding graph2vec: Learning Distributed Representations of Graphs
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 260d9244-ad0c-4f3a-a05c-274aa1dfe892 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Catalog: Exploiting joint temporal dependencies for enhanced phishing detection on ethereum,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76d3bec2-8144-48e3-9a46-914be5465de6 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph Attention Auto-Encoders
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0309df83-7d55-4ccc-a60c-a6cc6d9e5b19 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05be983b-4613-4bd3-af9d-e6e9adc4b4d7 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49c7f98d-f3f2-419e-b8c6-75392a59d0f0 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddce6fd4-7172-4b38-92d0-9728f7233660 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Vgcn-bert: augmenting bert with graph embedding for text classification,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf5ecac5-165f-4954-9f0b-ee7755734795 · outbound
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Layer-dependent importance sampling for training deep and large graph convolutional networks,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.