Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T16:28:45.541944Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2603.28127.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T16:28:45.541944Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
18 of 18 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 501deeda-fd30-489b-9f3f-edf3e4388087 · outbound
Dirac branch-cut modes with relativistic transport ORACAL: A Robust and Explainable Multimodal Framework for Smart Contract Vulnerability Detection with Causal Graph Enrichment
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e532d62e-8c4c-4b0e-aba3-8ed33271829e · outbound
Dirac branch-cut modes with relativistic transport These approaches demonstrate that multi-relational modeling provides richer contextual representations than single-structure graph encodings
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9413458-a529-471c-b0fc-2ac24eadfacb · outbound
Dirac branch-cut modes with relativistic transport In the context of vulnerabil- ity detection, Chu et al
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ddc5016-0975-43a2-bf17-aaa8a73e3ba8 · outbound
Dirac branch-cut modes with relativistic transport As illustrated in Fig- ure 1, the pipeline consists of four successive phases:
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05481f91-b8b5-4bcd-a4cb-d6aa3cb16907 · outbound
Dirac branch-cut modes with relativistic transport 3 Table 5: Ablation Study Comparing Standard and Causal Training on the SoliAudit Test Set
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf33a0dc-10f8-40b5-97bd-467c0c3cb404 · outbound
Dirac branch-cut modes with relativistic transport Vuldiac: Vulnerability detection and interpretation based on augmented cfg and causal attention learning.Journal of Systems and Software, page 112595, 2025
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8222543b-a6e1-4ea8-abab-60f31e59153d · outbound
Dirac branch-cut modes with relativistic transport Maximizing entropy on adversarial examples can improve generalization
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a691ac4b-d870-4f04-ad59-56508510a826 · outbound
Dirac branch-cut modes with relativistic transport Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a885f939-6ffe-446a-899b-7f67c3a3db52 · outbound
Dirac branch-cut modes with relativistic transport T test as a parametric statistic.Korean journal of anesthe- siology, 68(6):540–546, 2015
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf73df30-92c0-4b5d-bcb6-abf44fca9f96 · outbound
Dirac branch-cut modes with relativistic transport Wilcoxon signed-rank test.Wiley encyclopedia of clinical trials, pages 1–3, 2007
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b22ca7a-2355-42a3-bb29-88df260b5600 · outbound
Dirac branch-cut modes with relativistic transport A critique and improvement of the cl common language effect size statistics of mcgraw and wong.Journal of Educational and Behavioral Statistics, 25(2):101–132, 2000
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f15e8fd5-c51a-4636-b04d-5f092c3066d3 · outbound
Dirac branch-cut modes with relativistic transport A literature survey on algorithms for multi-label learning.Oregon State University, Corvallis, 18(1):25, 2010
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e7d4087-343a-4fce-a85b-54fc68984a1a · outbound
Dirac branch-cut modes with relativistic transport Cyclomatic complexity and the year 2000.IEEE Soft- ware, 13(3):115–117, 1996
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a14ebe1-3e76-45bd-803d-8db5473be19f · outbound
Dirac branch-cut modes with relativistic transport Gnnexplainer: Generating explanations for graph neural net- works.Advances in neural information processing systems, 32, 2019
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34f2beb3-0b72-4fae-b148-102c1343446c · outbound
Dirac branch-cut modes with relativistic transport Revisiting adversarial attacks on graph neural networks for graph classification.IEEE Transactions on Knowledge and Data Engineering, 36(5):2166–2178, 2023
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44078aed-9162-4174-8f8b-3dd30c009cb0 · outbound
Dirac branch-cut modes with relativistic transport Subattack: A word-level adversarial textual attack method via antonym substitution.Engineering Applications of Artificial Intelligence, 163:113159, 2026
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42da1b4b-8d5d-4182-bd26-743cb3ff66ee · outbound
Dirac branch-cut modes with relativistic transport Evaluation of retrieval-augmented generation: A survey
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d249b463-6a57-4e30-b2c3-306533475551 · outbound
Dirac branch-cut modes with relativistic transport Survey of continuous deep learning meth- ods and techniques used for incremental learning.Neurocomputing, 582:127545, 2024
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.