Paper Citation Record · LEDGER

testRNN: Coverage-guided Testing on Recurrent Neural Networks

As of 10 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1906.08557.

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

pith.paper-citation-record.v1
1906.08557 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T18:58:14.587971Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

13 of 13 outbound references displayed

verified exact3
verified fuzzy10
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab178b0c-e9fc-4794-808e-3f61e8740122 · outbound

This paper cites Quality management systems - process validation guidance.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Quality management systems - process validation guidance

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.748856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 19e35721-9ed1-400b-8d30-6d16d03d6615 · outbound

This paper cites Intriguing properties of neural networks.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Intriguing properties of neural networks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.735802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ccaf3402-81ee-4663-8d94-16202841119a · outbound

This paper cites A survey of coverage based testing tools.

testRNN: Coverage-guided Testing on Recurrent Neural Networks A survey of coverage based testing tools

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.726695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66100996-8e83-4cc7-90d9-7ba65322bb3b · outbound

This paper cites DeepXplore: Automated whitebox testing of deep learning systems.

testRNN: Coverage-guided Testing on Recurrent Neural Networks DeepXplore: Automated whitebox testing of deep learning systems

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.744797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6d973ec4-1299-43d1-9e62-7239ea667405 · outbound

This paper cites Feature-guided black-box safety testing of deep neural networks.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Feature-guided black-box safety testing of deep neural networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.731238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3f6cbd9-6d70-46d0-9529-ee736fba37cd · outbound

This paper cites DeepGauge: Comprehensive and multi-granularity testing criteria for gauging the robustness of deep learning systems.

testRNN: Coverage-guided Testing on Recurrent Neural Networks DeepGauge: Comprehensive and multi-granularity testing criteria for gauging the robustness of deep learning systems

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.722252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a382148-24b7-4e7a-97eb-ccb9b37dde91 · outbound

This paper cites Testing Deep Neural Networks.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Testing Deep Neural Networks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:01:09.303882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5881266e-084f-45f0-a042-09853855610e · outbound

This paper cites Concolic testing for deep neural networks.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Concolic testing for deep neural networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.753561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27fe1c03-1721-4151-be8a-f1d83f80d945 · outbound

This paper cites Test metrics for recurrent neural networks.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Test metrics for recurrent neural networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.757768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9acf03cb-f2d6-4554-875d-7c64216dcbcd · outbound

This paper cites Applicability of modiﬁed condition/deci- sion coverage to software testing.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Applicability of modiﬁed condition/deci- sion coverage to software testing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.717952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c5a4031-be0a-465e-af18-c12857e6b88a · outbound

This paper cites DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems.

testRNN: Coverage-guided Testing on Recurrent Neural Networks DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:01:09.315237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f585f7fc-8aae-4b63-8996-a03e51b44a9c · outbound

This paper cites Memory visual- ization for gated recurrent neural networks in speech recognition.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Memory visual- ization for gated recurrent neural networks in speech recognition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:01:10.740079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3631aef1-3e9a-4d14-ae70-77058e2d26db · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

testRNN: Coverage-guided Testing on Recurrent Neural Networks Explaining and Harnessing Adversarial Examples

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:01:09.309489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.