Paper Citation Record · LEDGER

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions

As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2412.18129.

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

pith.paper-citation-record.v1
2412.18129 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:03:38.365159Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy23
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3fda9403-8c0d-419d-8a19-11a3451fe441 · outbound

This paper cites An overview of blockchain technology: Architecture, consensus, and future trends,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions An overview of blockchain technology: Architecture, consensus, and future trends,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.193661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5741671-0172-4d4a-9c8c-7834d64544be · outbound

This paper cites An overview on cross-chain: Mechanism, platforms, challenges and advances,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions An overview on cross-chain: Mechanism, platforms, challenges and advances,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.182116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8936af59-fde6-41f2-8d88-dac01d19239a · outbound

This paper cites O’Reilly Media, Inc.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions O’Reilly Media, Inc

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.169582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0d75852-880a-4102-8f07-df3e9ecb0ecc · outbound

This paper cites A survey on blockchain interoperability: Past, present, and future trends,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions A survey on blockchain interoperability: Past, present, and future trends,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.158747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 57ed1461-13ed-46da-8d2d-e64c731036aa · outbound

This paper cites (2022, Jul.) With bridges, trust is a spectrum.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions (2022, Jul.) With bridges, trust is a spectrum

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.147201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 983f85d5-aed9-4bd8-8323-4677c9df5407 · outbound

This paper cites Sok: Not quite water under the bridge: Review of cross-chain bridge hacks,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Sok: Not quite water under the bridge: Review of cross-chain bridge hacks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.134918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 725bd88d-6c46-4177-8dae-f974c2141cd5 · outbound

This paper cites (2022) The state of cross-chain crime report.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions (2022) The state of cross-chain crime report

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.123137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77ce6234-cbbe-462c-816a-31f3ce97c9a1 · outbound

This paper cites (2023) The state of cross-chain crime report.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions (2023) The state of cross-chain crime report

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.112339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2885101d-f478-48ad-b0fe-49a6e5614bee · outbound

This paper cites Riskprop: Account risk rating on ethereum via de-anonymous score and network propagation,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Riskprop: Account risk rating on ethereum via de-anonymous score and network propagation,

Reference 9

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-11T05:03:40.917467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e38ce8cd-3bb9-4deb-9100-3396c4fbc07c · outbound

This paper cites Dappfl: Just-in-time fault localization for decentralized applications in web3,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Dappfl: Just-in-time fault localization for decentralized applications in web3,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.102339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e237bd8-f543-4a93-bead-4009740fdaa8 · outbound

This paper cites De- tecting mixing services via mining bitcoin transaction network with hybrid motifs,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions De- tecting mixing services via mining bitcoin transaction network with hybrid motifs,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.090535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e30741b-4ba5-4c34-88ab-0eadeb443e2f · outbound

This paper cites Denseflow: Spotting cryptocurrency money laundering in ethereum transaction graphs,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Denseflow: Spotting cryptocurrency money laundering in ethereum transaction graphs,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.079200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ab1154b-f2f9-4458-9d20-d9389e6b88c5 · outbound

This paper cites To- wards understanding asset flows in crypto money laundering through the lenses of ethereum heists,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions To- wards understanding asset flows in crypto money laundering through the lenses of ethereum heists,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.068103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d771f538-9a95-410f-bd7a-73fb83661fe5 · outbound

This paper cites Financial crimes in web3-empowered metaverse: Taxonomy, countermeasures, and opportunities,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Financial crimes in web3-empowered metaverse: Taxonomy, countermeasures, and opportunities,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.054957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2cc85f11-4aa2-410a-8990-efa328a1d9d0 · outbound

This paper cites Trustgo: Trust mining and multi-semantic regularization in social recommendation,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Trustgo: Trust mining and multi-semantic regularization in social recommendation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.043410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba52447f-9228-4096-83d5-70314691d059 · outbound

This paper cites Towards a first step to understand flash loan and its appli- cations in defi ecosystem,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Towards a first step to understand flash loan and its appli- cations in defi ecosystem,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.031288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2a03a5cc-ce52-412b-b69a-4f8794cea976 · outbound

This paper cites An ever-evolving game: Evaluation of real-world attacks and defenses in ethereum ecosystem,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions An ever-evolving game: Evaluation of real-world attacks and defenses in ethereum ecosystem,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.018784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e23c0488-0618-4279-8e08-999c3824fbf4 · outbound

This paper cites Ponzi scheme detection in smart contract via transaction semantic representation learning,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Ponzi scheme detection in smart contract via transaction semantic representation learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:41.006694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ecd24de5-66ce-4a89-ba23-486e9edf56ee · outbound

This paper cites DeFiRanger: Detecting Price Manipulation Attacks on DeFi Applications.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions DeFiRanger: Detecting Price Manipulation Attacks on DeFi Applications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:03:38.321413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e6ecec-0941-4c5d-b2b4-bb2ab9783c77 · outbound

This paper cites Trade or trick? detecting and characterizing scam tokens on uniswap decentralized exchange,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Trade or trick? detecting and characterizing scam tokens on uniswap decentralized exchange,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:40.994195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06528adf-9880-414b-8ed7-1f0c7cf5ca45 · outbound

This paper cites Know your transactions: Real-time and generic transaction semantic representation on blockchain & web3 ecosystem,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Know your transactions: Real-time and generic transaction semantic representation on blockchain & web3 ecosystem,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:40.980816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0ae20ac4-d063-4a53-93bc-629b83c38daa · outbound

This paper cites (2022, Jul.) Apis for a vibrant decentralized future.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions (2022, Jul.) Apis for a vibrant decentralized future

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:40.968036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 565891f6-dac4-43a5-8115-b2a52e46d47a · outbound

This paper cites Smartaxe: Detecting cross-chain vulnerabilities in bridge smart con- tracts via fine-grained static analysis,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Smartaxe: Detecting cross-chain vulnerabilities in bridge smart con- tracts via fine-grained static analysis,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:40.955679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d65e1161-2d61-4621-9de5-c78c7281a948 · outbound

This paper cites Higher-order organiza- tion of complex networks,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Higher-order organiza- tion of complex networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:40.943057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00ee5db3-0b58-4d5c-8ff8-8c4150793c45 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:03:38.344395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3975e5df-e501-4560-85af-0bb5eede96c1 · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T05:03:38.348817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cfaee76-d01e-44b2-96dd-594af1d090ea · outbound

This paper cites UniXcoder: Unified Cross-Modal Pre-training for Code Representation.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:03:38.353358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b02be91-6a5b-43d0-b665-4490b78aae2d · outbound

This paper cites Scikit-learn: Machine learning in python,.

XSema: A Novel Framework for Semantic Extraction of Cross-chain Transactions Scikit-learn: Machine learning in python,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:03:40.929935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.