Paper Citation Record · LEDGER

Efficient and Universal Watermarking for LLM-Generated Code Detection

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2402.07518.

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

pith.paper-citation-record.v1
2402.07518 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:54:51.945568Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T04:49:35.407252Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bbbd5864-7627-4c9b-84d3-365af37785bb · inbound

I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution cites this paper.

I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:51.945568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfed843-9b65-486c-8320-b011993c5eb9 · inbound

Optimizing Token Choice for Code Watermarking: An RL Approach cites this paper.

Optimizing Token Choice for Code Watermarking: An RL Approach Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T19:46:12.293801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae8e14d-3b1f-48b3-bfa2-e728e99027ab · inbound

SWaRL: Safeguard Code Watermarking via Reinforcement Learning cites this paper.

SWaRL: Safeguard Code Watermarking via Reinforcement Learning Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:17:36.335950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58f335d1-887e-4b7e-bd42-453e72ad7edc · inbound

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design cites this paper.

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:17:36.335950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc19573e-d937-4cff-a009-41101bb25282 · inbound

Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization cites this paper.

Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T22:29:24.878655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 704989dd-3d48-493e-a8d7-cf6ea35fa30a · inbound

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding cites this paper.

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:17:36.335950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d5db91e-495b-4f58-a728-afdd6c3eaf51 · inbound

PromptMark: A Prompt-Guided Iterative-Feedback Framework for Source Code Watermarking cites this paper.

PromptMark: A Prompt-Guided Iterative-Feedback Framework for Source Code Watermarking Efficient and Universal Watermarking for LLM-Generated Code Detection

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-13T01:17:36.335950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.