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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 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.

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.353255Z digest=sha256:b293d1ce32f3a7597073a963e0369eac1a6d7230b5049d78fbb3e2a91761af3e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.395550Z digest=sha256:fa442d172b3630197039a1b2c06df9a9040dce2da7ac2bcbb0a62bd120ac1772

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.490400Z digest=sha256:54ac61df1cea2688fc3db36e1ee4dafd663147cfb5ce5331cf0c93c57247f66d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.516974Z digest=sha256:e631386c42395a12824a5fd5df634100bdeab4e0cd8babbcd9fbf4d3058b0975

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.613559Z digest=sha256:bde1733f403d3f1fcb03c751b9d8f60f03aa263eea68faf84a2cdb22a7a9cc28

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.666546Z digest=sha256:7dc2c9d7f60edffef532f715ae6aec249c49db4ae78542f8c7c24e4ea7d896cb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.740842Z digest=sha256:64cd488d1676132c9ea18f003e7b14ce4caab3817dbecf06c7b436d99578c32e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.783048Z digest=sha256:2e8cfeeb0cf7bc1a7fc6d28601d4f1839a7cf2a2e27a02eb3f07a0feda42c28e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.827165Z digest=sha256:b228ca73bcc4043ebdbdd697104da8a533a9d140aecdae6b517963e772437159

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.942924Z digest=sha256:3069f2102d72f8e4c8fa1c716213e857476597ff0a05fdd7cdbff7658d9f6feb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:39.993677Z digest=sha256:10f93c8aca7797d725bc879c526017914121e663122a1fa14bef90adec2b1757

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.015913Z digest=sha256:25abec47aceb96d405a69c72cda4e5e2165e48184bcbdc6d0a7ffe12ca290b69

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.061785Z digest=sha256:340c0697f5b11b2b5d3c226108001fda3aebb85bd76bdd94bdfdbb8633163d70

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.090898Z digest=sha256:87a1e3fe3e6c2143ec92c3525f1fd7eeb5d5f700f77b4e2fe3f46830c30ba10b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.143203Z digest=sha256:5092ef6ee801f8efa261ca422cbc48d6048b45493e69d81cdde9a5de0243b4d0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.176376Z digest=sha256:6aee0db0f097b103325e7f187b0cadff490d69a838d2b41750c06ae2a58ec67b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.203196Z digest=sha256:c5d8c27e1b7937a8d686db2742ce858bf1ef5f19f3ba57b8fd8e7e50dc1cd8ca

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.250288Z digest=sha256:b582a10314265362639928154702d326fd6f2fed9e49689cdbc9bf239e296fea

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.275764Z digest=sha256:1f2e1f1f9a2d756d0b08171d38955d2957102dbd9e6e5e5ae41644823b6cd222

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.493831Z digest=sha256:43cc2d6317abc8681b769d8b3001e52091d3b9d26988bf2e799487ab742b291c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.603262Z digest=sha256:11d1dbc72ee512f7931f94033d87bae0d097aed2b527738eebca56c36b5a0238

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.759797Z digest=sha256:b5c5faed2ce5d67802e2c7eddbc35b79b23d5b3e8f88d556fd3e461032bc3d71

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:40.851846Z digest=sha256:f0176fe8d460e0881f4d52bf4606f5e751b2200206ad198d3889707b96bb8852

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.288925Z digest=sha256:f2d5a7c3620789cfaa943d440efdba7d9ef17aaf05d5d5b851ff2aff0bc23d03

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.434907Z digest=sha256:58fbb9c562b2242f120646991c379701ea6a531065e9a0dbb12c3cd88817da6f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.553567Z digest=sha256:a90a101955e15436371386fb0d66365f8e3a9aa1471be98418ac4dde2415af87

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.623285Z digest=sha256:31e8871ab9daca6969137b486b8d40f45c298cde7e529de75564097c8ee9179d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.685802Z digest=sha256:f15e603deeda54baeb913df52fb3ca13dde2fc5aa84836d742fdafb64b52092b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.793457Z digest=sha256:6c4d1ba4f4b585ad06b489d787530d8927a2ec4d3c7ea901494cd56ce43f9452

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.832670Z digest=sha256:eca185357b2d1bd2b9eaf084c927f7b39208a5b1ed260d81e43110c2c589f145

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:41.920565Z digest=sha256:91220bc3f632827e997c030ad4ad4cde1f52e5b59f30a47ed00188ab77cd0d34

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.053675Z digest=sha256:014d9bcfbd44865d91af36da27763e044b062b0f58861e63f3349524050ce43e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.177608Z digest=sha256:bfb0ab0ba5b10921536ef882ad65857c343826edc82e49746b19ba513be65338

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.227678Z digest=sha256:fdf74cf2651b994cb8b40d9ec7dd8ef9e1f9b476751c678787d61162e03bbafa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.347703Z digest=sha256:baa1d2cfed5102aa16e7e5ebd6995bf04d0e20142d915be34a326c6fe46e097c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.736316Z digest=sha256:02f264d1f5ff8473cbe47a649fc0437959b537a6b9a642708883f10563b05716

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.810091Z digest=sha256:17f696b93d0bb7bac780e4f2d4c4a3c51e39db3c56e0b30588b77a621b8afcd8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.928418Z digest=sha256:979832947bf9f3be30476a86cc8feac672f84557a2b4ecce35305f3bcf034ea1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:42.985697Z digest=sha256:1585bd3fe9cdaadb9c25ad463fb33db454f62096f30d00c99aadd6cf4e00b520

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:43.113821Z digest=sha256:959d5851590e7a17569fee914cc0a16193c3eeac1a64d50cedcf142653c2a9f3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:43.231345Z digest=sha256:66efaef6146b2c361fde21b68ea2417039cf86d53f07d81042803f9659f3bee5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:43.659414Z digest=sha256:40ebfa833dde4afe17d081dfb69f95733e7d705f1e997bb5348095e8b8e8ebb6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:36:43.731070Z digest=sha256:561c9f3a50a6983e8848134b730558d4070cf3d488a6c62892a0adbd5a97bfa1

Pith citing papers

No inbound Pith citation observations are available.