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Paper Citation Record · LEDGER

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding

As of 9 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.

pith.paper-citation-record.v1
2509.03939 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:36:43.731070Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

55 of 55 outbound references displayed

  • verified exact3
  • verified fuzzy40
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5cecac00-462c-447c-bdcc-85fa788ef3d9 · outbound

This paper cites Artificial intelligence for cybersecurity: Literature review and future research directions,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:51.122115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.353255Z digest=sha256:2bd3f2535d29e6cc8659c4cedee22bb44faf5459d963df327c4c0107c9f96789

Observation 3d8da5c1-bdde-4ed1-b70a-6c647141533a · outbound

This paper cites Efficient and dos-resistant consensus for permissioned blockchains,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.958536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.395550Z digest=sha256:e85c0235190ae24751d56d09538ddc4a0bfcaef560742002abf5a00e66651d55

Observation 2fb0c91f-eef4-4545-81e5-978b86a58a0f · outbound

This paper cites Blockchain challenges and opportunities: A survey,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Blockchain challenges and opportunities: A survey,

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.800392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.490400Z digest=sha256:83cd5ac39c7c47044baf74417a6b61a572a4b73bca2f18cd7b0c94c697cacaea

Observation bedafe9e-fdea-4e81-b419-bb6f23689449 · outbound

This paper cites Understanding security issues in the dao governance process,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.662841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.516974Z digest=sha256:c512f77277a1f669e0e5ae4e6602ed5d981cd52cbbc044bae9b8f2c51a383fc1

Observation 037724c8-dc48-4a6d-b28d-49a8f8c2a2cf · outbound

This paper cites Natural language processing in finance: A survey,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Natural language processing in finance: A survey,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.505825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.613559Z digest=sha256:ffdf635e317dbe5f112c7b8c36f5f3dee40f3fe73fae145d9fcda7b8762e2e8f

Observation 8313c896-d14e-4186-8d38-2970f1a4e18b · outbound

This paper cites The Chainalysis 2024 Crypto Crime Report,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding The Chainalysis 2024 Crypto Crime Report,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.350605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.666546Z digest=sha256:38719c48ea383623a3076c0b5e9d3e4be862686f3969c27d9ef62ac50ba702ea

Observation dd0e6a88-3eda-49bc-96c6-675bd746b8e6 · outbound

This paper cites Lessons learned from blockchain applications of trusted execution environments and implications for future research,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.225743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.740842Z digest=sha256:2408bdd1899ed9f36661f549d9268bf338c01c93c277bb98b532acca7ff3cc96

Observation 85b63679-58e0-4f03-bd17-5eb045bf4d01 · outbound

This paper cites Ttagn: Temporal transaction aggregation graph network for ethereum phishing scams detection,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:50.074868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.783048Z digest=sha256:45fa6c218ef9d009540fe984a619a2766662467408f826f4c67e32ffc27f5c75

Observation 15a7f5c2-8d7b-49ed-943a-85d71583c87c · outbound

This paper cites Graph neural network based phishing account detection in ethereum,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.948455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.827165Z digest=sha256:4e5cc783a3c9c5517907b9405fa7ea282e5f7f6c5b79c6815646671a0501c87e

Observation aa095b22-3b5b-499c-becc-e6ac7cd8957d · outbound

This paper cites Ethereum phishing scams detection: A survey,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Ethereum phishing scams detection: A survey,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.793953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.942924Z digest=sha256:a5235facd2e386004fc605083db4437f26d807c7721ba7d2f9f3b817d3dc39ea

Observation 7ae4a301-991a-4eae-bab0-c8f19e5a9303 · outbound

This paper cites High-frequency trading on decentralized on-chain exchanges,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.644951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:39.993677Z digest=sha256:00525664980bd8f6af230586e7c5e0e2bc0015aad71285ce0c6773006135012c

Observation 7faebe75-3e80-4ab9-9c5f-264a79481f45 · outbound

This paper cites Quantifying blockchain extractable value: How dark is the forest?.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.513448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.015913Z digest=sha256:cd088eab3c8a30b4c680413e1a2eeac0dfab3ec86691b529fdbe07d7f44eafe3

Observation c01da293-acae-4874-8c0d-13ceef09bf18 · outbound

This paper cites node2vec: Scalable feature learning for networks,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding node2vec: Scalable feature learning for networks,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.373550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.061785Z digest=sha256:03a95e795de6b6e5eb7e29d91dde04232267bcb925dccdba4ea7b8825677a366

Observation a74662e5-d3ae-4fba-a661-13263d097f7a · outbound

This paper cites Graph neural network for ethereum fraud detection,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph neural network for ethereum fraud detection,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.238771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.090898Z digest=sha256:7fd61381bd4981cd399819e1fdc467df2f3ce38076b9c8c22916872346127218

Observation dc6c6118-e294-43d6-b7f9-c98fdd899d53 · outbound

This paper cites Detecting phishing scams on ethereum based on transaction records,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:49.092306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.143203Z digest=sha256:4638d98a9a2d066d8559e9cf7d041b3dfbe4c4fb70c2668b5c869a0e51af1f55

Observation fa5c7413-5a0c-4f89-b5da-6509678fae95 · outbound

This paper cites Who are the phishers? phishing scam detection on ethereum via network embedding,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:48.852160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.176376Z digest=sha256:3f4f3f2c573e5d52987f4382406ad4a8b231c2c6adada2094a46682ce5131cfa

Observation 20783970-7866-48bd-9a8f-2b23a459bb2b · outbound

This paper cites Deepwalk: Online learning of social representations,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Deepwalk: Online learning of social representations,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:48.616481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.203196Z digest=sha256:4728f74aeb86afd9f27e81f1873d4bd3a59668814c7ce2cac24753df1f0e6e57

Observation 4527a621-8e46-40ac-965f-dda9e2b0cd44 · outbound

This paper cites Phishing fraud detection on ethereum using graph neural network,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:48.416006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.250288Z digest=sha256:c771902cc12a8df8f24f001af36eb66ed28e4e8a3d876f22e27f15f02bf62108

Observation c30970b6-2e87-4b53-bdbd-e62c82a2704d · outbound

This paper cites Graph neural network for ethereum fraud detection,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph neural network for ethereum fraud detection,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:48.248661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.275764Z digest=sha256:058dfa72f3e5c704e981495c9909754988eb3e107f7b2ea031d4033b752fb660

Observation 490766ca-0680-40cd-9857-719fb71d2fed · outbound

This paper cites Blockchain phishing scam detection via multi-channel graph classification,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:47.875171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.493831Z digest=sha256:342a06ff8c8a3654fa7ec45cd52c58f1c9e7494624104e4a8a0b048defc05833

Observation 5c640b2a-8960-4816-a22a-9850c9f085ee · outbound

This paper cites Tsgn: Transaction subgraph networks assisting phishing detection in ethereum,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:47.680402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.603262Z digest=sha256:c54e8e55037c51b857ba34f256fccf238e5f9981d4b99aa389b1a5ad3bbb44ba

Observation d0277b65-b566-46d0-8ba8-bfc6f0333870 · outbound

This paper cites Grabphisher: Phishing scams detection in ethereum via temporally evolving gnns,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:47.479705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.759797Z digest=sha256:184d06c6bd6453273c07c8554ac05776a2b0c820e0171bb0f3462ed3e8238b9b

Observation bea42d69-aebe-4589-87d0-2c80169210d9 · outbound

This paper cites Bert4eth: A pre- trained transformer for ethereum fraud detection,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:47.264639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:40.851846Z digest=sha256:b1aa8ab93ced823720d8511466d56568040e026b32d0304b12d9cc860a7be80d

Observation d42cf7ca-b643-489a-9878-3f7512a7885c · outbound

This paper cites Zipzap: Efficient training of language models for large-scale fraud detection on blockchain,.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:40.987011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:40.987011Z digest=sha256:255e9cf8bf95a052a3243801d7a4d8765433867ce2adbbf279e8f0cfc41b34e6

Observation d548b162-3784-4f41-9bcf-b97d10d878da · outbound

This paper cites Variational Graph Auto-Encoders.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Variational Graph Auto-Encoders

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:41.138936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:41.138936Z digest=sha256:21abc076f4f9eced39b989389e570a2bbfd4865629adde38c5473e3e893090bb

Observation 6c2b2616-e18a-4221-9ccc-603f631479cf · outbound

This paper cites Co-embedding attributed networks,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Co-embedding attributed networks,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:47.075129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.288925Z digest=sha256:8c108a8f501c58a0c59cf7876d36ecebd5207e9a224a7239f11ec39f4ce439d8

Observation dd27fb5e-f917-40ef-9013-fd4d47f98c84 · outbound

This paper cites Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification.

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:36:44.376769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.434907Z digest=sha256:9488c56ba259d834be53b5b3f652c4ff7cd79415d3104148dbca990e3689394e

Observation 20c896ad-fbd9-4a6f-af2c-2f9280719906 · outbound

This paper cites Graphmae: Self-supervised masked graph autoencoders,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graphmae: Self-supervised masked graph autoencoders,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:46.937773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.553567Z digest=sha256:e5c984276524be247be4da337fda6e19672190c84beed8237b127cbbfef32dff

Observation f3da8322-82e6-4385-8230-896f5f244d9d · outbound

This paper cites Revisiting Graph Autoencoders as Implicit Contrastive Learners.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Revisiting Graph Autoencoders as Implicit Contrastive Learners

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:36:44.233621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.623285Z digest=sha256:806e8775028ce0dec0969c8f3d1f9daf9bbe8fd7da3d9d305137373cb694fd5d

Observation ac283d13-0f54-4ee6-aced-8fe2f7d27ddf · outbound

This paper cites S2gae: Self-supervised graph autoencoders are generalizable learners with graph masking,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:46.809877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.685802Z digest=sha256:2541537917b51f403399c5ae94519885ea3d51bca1497fa24cc034091ca686b9

Observation 8e0d0675-2e11-4014-a6fe-5f386f9ac8a6 · outbound

This paper cites Layer-neighbor sampling—defusing neighborhood explosion in gnns,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:46.654654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.793457Z digest=sha256:dd7d40e44ca8d97d472a7990d3fa24f96e63eb1a25e8751758d142cd0bbf5546

Observation a52e54b6-3a4a-4487-a414-76b7eb7a70f1 · outbound

This paper cites Attention bottlenecks for multimodal fusion,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Attention bottlenecks for multimodal fusion,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:46.492953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.832670Z digest=sha256:073887d9d5e13753519de1366207a6f5232b93a9aa3ef870d916b1a9337736f0

Observation 669ffcd2-ba58-4206-936b-ffd2ffe5ac60 · outbound

This paper cites Unveiling the power of audio-visual early fusion transformers with dense interactions through masked modeling,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:46.283662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:41.920565Z digest=sha256:0fff28efc5b6e46bbdb3e6bb30810ca571ec0ef0b1921b32d8b46e9bc2617374

Observation 2355d80b-f5c2-4666-995d-e0015344b012 · outbound

This paper cites Attention Is All You Need.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Attention Is All You Need

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:41.988141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:41.988141Z digest=sha256:2487e2d6e14f0cf06043cb19518b127e1cef07bfdcd073dac35b2be707d9cc98

Observation 60404097-e45f-48b0-8b3e-5695c53ac246 · outbound

This paper cites Xblock-eth: Extracting and exploring blockchain data from ethereum,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:46.100435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.053675Z digest=sha256:8658be71d23d070159cad2b6de8094b3bddc9e3057b711e672e7f0d82f9ee904

Observation 01e56e76-7500-4205-9b2b-b9d864c1630c · outbound

This paper cites XBLOCK Blockchain Datasets: InPlusLab ethereum phishing detection datasets,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:45.910675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.177608Z digest=sha256:a90ad8999ad829207aa83b18ed841b62c71dd9b8add32cf23ebf88c540a1825f

Observation c33c9111-389b-4bfd-a6b3-f07f80fbb3f0 · outbound

This paper cites Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning.

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:36:44.032248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.227678Z digest=sha256:1d0591719802444148286df23070ca5859df407751226620a4450491483dce60

Observation 4d95305d-13e0-4feb-b9dd-0f29d795127a · outbound

This paper cites role2vec: Role-based network embeddings,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding role2vec: Role-based network embeddings,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:45.772765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.347703Z digest=sha256:473a9eee08e2c77bf91f33bfc6a871ef30bb8961a62f08d06003e10d47626d73

Observation 8216e21e-f10d-4c3e-8b1a-1d4eafa3c08f · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:42.447072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:42.447072Z digest=sha256:88682f3e2fa4df2644073ab49cb37934155f6feab7740a07500177d58d3fbcf0

Observation c5e9b8a9-2dff-43a0-8339-b6c4123f7304 · outbound

This paper cites Longformer: The Long-Document Transformer.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Longformer: The Long-Document Transformer

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:42.548800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:42.548800Z digest=sha256:fb54245258ecacf2cc98fbeb12fb1c448170f54c4f860392ca561bba32eab15b

Observation 3688b53d-76ae-49c6-858f-e459a6518441 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Semi-Supervised Classification with Graph Convolutional Networks

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:42.654102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:42.654102Z digest=sha256:874c006a18953ca94d8d92ecb65fbf74dbe710db2a14a708e8bcc11231c542dd

Observation 0e3396d8-fe26-4edd-8492-0e8afb9bab17 · outbound

This paper cites Inductive representation learning on large graphs,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Inductive representation learning on large graphs,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:45.623557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.736316Z digest=sha256:7b47cca5c84394720aca3ede4c0089bbed84dc954b5a50741398d84b9fc49c3d

Observation d48bb95e-a183-4712-b567-76a23b47b851 · outbound

This paper cites Grand: Graph neural diffusion,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Grand: Graph neural diffusion,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:45.474482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.810091Z digest=sha256:54e4ccb6441d521534f287e475c07f0bac909c6e12fbfd167e172425615d1e78

Observation f75762df-a836-4ddf-88dd-c6c79eaae33c · outbound

This paper cites Graph random neural networks for semi-supervised learning on graphs,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:45.323148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.928418Z digest=sha256:484ffefaa177c191a7db2bea9d051776793ee2de47bb0f03575c7ba9caae236c

Observation 808954f1-f954-4020-839d-e57ea0022a33 · outbound

This paper cites Hierarchical graph representation learning with differentiable pooling,.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Hierarchical graph representation learning with differentiable pooling,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:45.136460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:42.985697Z digest=sha256:c0957afd1a596a89e637b98a752be42a284d7ef42671645deb3272e718e028c6

Observation 2e2bf7b5-e350-4f04-81a6-134ba79cf70f · outbound

This paper cites Universal Graph Transformer Self-Attention Networks.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Universal Graph Transformer Self-Attention Networks

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:43.034050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:43.034050Z digest=sha256:7b7a430b6ecb6f002636846655cb14b946020ee7ac341755b31f2b710637f60a

Observation 93c6dedb-1a18-4451-93b8-b3244ab7853c · outbound

This paper cites Phishing detection on ethereum via learning representation of transaction subgraphs,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:48.064288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:43.113821Z digest=sha256:220e60c25f147b92aa193d90947edcc63109d601545899c98760cf4ef34d7c1e

Observation a6835ef9-0cda-41c1-be36-c8334012726e · outbound

This paper cites graph2vec: Learning Distributed Representations of Graphs.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding graph2vec: Learning Distributed Representations of Graphs

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:43.160114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:43.160114Z digest=sha256:6823b7ddc377e62b946ffcf25de0bb1b77fad2c715aa0ac3b78963cddb31ff15

Observation 260d9244-ad0c-4f3a-a05c-274aa1dfe892 · outbound

This paper cites Catalog: Exploiting joint temporal dependencies for enhanced phishing detection on ethereum,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:44.942702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:43.231345Z digest=sha256:a8b1ff34a406851bee141238b6e2cb251f2664abe34c2f5c509b710694fae03d

Observation 76d3bec2-8144-48e3-9a46-914be5465de6 · outbound

This paper cites Graph Attention Auto-Encoders.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding Graph Attention Auto-Encoders

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:43.304800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:43.304800Z digest=sha256:28975e6963e0eec346bbf11733e354925c1e0defdab5a2b2d62e5530b55a6b7f

Observation 0309df83-7d55-4ccc-a60c-a6cc6d9e5b19 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:43.406954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:43.406954Z digest=sha256:5db1a8c6abaedf222eacc6955de56e7e891a80627b63bcb6e4327f8ebcb3e648

Observation 05be983b-4613-4bd3-af9d-e6e9adc4b4d7 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:43.488793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:43.488793Z digest=sha256:c2ca8fc20dd1493f0f3aa80ce2c5dd5a8f560b38931d9fdfb64b4bf108bf4345

Observation 49c7f98d-f3f2-419e-b8c6-75392a59d0f0 · outbound

This paper cites ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T10:36:43.593739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:36:43.593739Z digest=sha256:4c99441c109d15b2bcb709c04603224a61b29903656b040c9be3852710db3df8

Observation ddce6fd4-7172-4b38-92d0-9728f7233660 · outbound

This paper cites Vgcn-bert: augmenting bert with graph embedding for text classification,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:44.781452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:43.659414Z digest=sha256:2764a0a593c7079a2ba35caaf112d18abbc9b2cd06013e3af6f858b1e360425c

Observation cf5ecac5-165f-4954-9f0b-ee7755734795 · outbound

This paper cites Layer-dependent importance sampling for training deep and large graph convolutional networks,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:36:44.650712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:36:43.731070Z digest=sha256:f4d2b1913761207793062d91afea3ed8d5c45cc991c1add7048a42f69e6367af

Pith citing papers

No inbound Pith citation observations are available.