Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:22:50.698085Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2608.03598.
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 2026-08-05T16:22:50.698085Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 49793069-8021-48cb-a508-f070e2faec1e · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Monitoring user interactions for supporting failure reproduction,
Reference 1
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 6ee749b9-11c6-479d-bc3b-2bed629f07c0 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Interactive record/replay for web application debugging,
Reference 2
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 76fbddf7-8f08-40c3-989b-3233d1ddef40 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction What makes a good bug report?
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4422b0bf-6d47-43e9-b068-42990262c740 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Assessing the quality of the steps to reproduce in bug reports,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 167a3d46-94aa-469d-840e-9158a79e8bac · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Improved bug reporting and reproduction through non-intrusive gui usage monitoring and automated replaying,
Reference 5
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 3d6e8df6-4971-4ea5-bf6a-f73e5ea7a662 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Who should fix this bug?
Reference 6
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 79e15287-31f9-417f-8690-6eea521ca934 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Analysis and design of selenium webdriver automation testing framework,
Reference 7
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 e777b45b-c868-4b74-937a-d2aeccc8860f · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Pathak,Web Automation Testing Using Playwright: End-to-end, API, accessibility, and visual testing using Playwright
Reference 8
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 4b419bc7-5f3f-40cc-b8f1-05a26ba4dece · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Erratum: Leverag- ing flexible tree matching to repair broken locators in web automation scripts,
Reference 9
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 e9b33a06-3232-40a5-ba94-f0e51dc07456 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Large language models are few- shot testers: Exploring llm-based general bug reproduction,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0ab19d3-1711-4c9f-b700-57f7e86e9377 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Assertflip: Reproduc- ing bugs via inversion of llm-generated passing tests,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 211b900d-9469-46c5-8504-32ecadd1adc8 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automated bug reproduction from user reviews for android applications,
Reference 12
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 9b299320-5854-4096-a472-e16df2986a09 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Recdroid+: Automated end-to-end crash reproduction from bug reports for android apps,
Reference 13
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 720d1305-c315-4290-9655-e620830ea81e · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Prompting is all you need: Automated android bug replay with large language models,
Reference 14
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 df8d0b7b-5bfb-48ac-b330-a1925c6fccbd · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Feedback-driven automated whole bug report reproduction for android apps,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e80f163b-cff7-47df-ad50-4693563108f0 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Application monitoring for bug reproduction in web-based applications,
Reference 16
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 fea50956-fb33-4101-ad99-bd027b550f58 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Standing on the shoulders of giants: Bug-aware automated gui testing via retrieval augmentation,
Reference 17
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 6a0c4852-dd23-4bd8-a0bf-4e1b6460b2c4 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Mind2web: Towards a generalist agent for the web,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23daec09-2be9-401f-86af-9a6636776c17 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e104533-14bd-4e56-9ac7-283800429f5e · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction GPT-4V(ision) is a Generalist Web Agent, if Grounded
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b17fb423-ede0-4dbf-9eae-cd038df43e07 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction React: Synergizing reasoning and acting in language models,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5964137d-5790-422c-b337-0aafbb83bc2d · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Recent trends and challenges in using nlp techniques in software debugging: A systematic literature review,
Reference 22
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 fb739625-56eb-4694-b3e7-8c14a5fd4b69 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Where should the bugs be fixed? more accurate information retrieval-based bug localization based on bug reports,
Reference 23
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 cb4e20dd-6c50-4c31-9054-8fbadf6bcc22 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Detecting missing information in bug descrip- tions,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f935c81-3c40-4fd7-93d4-3da6306731b5 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction What’s in a bug report?
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 903256e3-dc30-4735-b54e-436ec8e63840 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f001633-9ac9-4ade-85b8-30edf0869f6f · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automated system testing using visual gui testing tools: A comparative study in industry,
Reference 27
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 b055a0cb-19b6-4760-8839-05743848575c · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automated testing of gui applications: models, tools, and controlling flakiness,
Reference 28
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 83d387f6-b7aa-488a-82db-2a9f9ea26153 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Graphical user interface (gui) testing: Systematic mapping and repository,
Reference 29
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 59d617e8-320d-464c-9975-3fdeb507de48 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Finding bugs in web applications using dynamic test generation and explicit-state model checking,
Reference 30
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 cd90652d-1d18-4ec7-a5ba-dbdd96639329 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction A framework for automated testing of javascript web applications,
Reference 31
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 8186584a-d5bf-4505-8ea8-c70b2da40c80 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Model-based vul- nerability testing for web applications,
Reference 32
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 58759d25-c815-47a8-9e07-5980b9db4523 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Model-based testing leveraged for automated web tests,
Reference 33
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 8200fd11-117e-4a89-8eae-3c7d753a3e31 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automating functional tests using sele- nium,
Reference 34
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 6b4bd21d-7b08-4144-8f18-f09b7bb71471 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Selenium framework for web automation testing: A systematic literature review,
Reference 35
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 67ccc954-fab7-4d51-b8f5-a1a38003d6cb · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Exploring browser automation: A comparative study of selenium, cypress, puppeteer, and playwright,
Reference 36
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 bb61616b-3984-40a3-8365-7f0c1638bb34 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automatically reproducing android bug reports using natural language processing and reinforcement learning,
Reference 37
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 4c73e620-729b-4c9e-934a-e089b15fbeaa · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction An empirical investigation into the reproduction of bug reports for android apps,
Reference 38
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 497fa99c-f763-4d05-8c5a-9b56081580b9 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Considering browser interaction in web application testing,
Reference 39
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 b782ed2a-0095-4856-8e4a-4883680b4a5e · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Leveraging user interactions for in-depth testing of web applications,
Reference 40
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 947c9ea5-4604-4ba2-895f-ac10f9ef3d81 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Wevquery: Testing hypotheses about web interaction patterns,
Reference 41
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 acbc06e2-403a-4aac-8ea5-4444bef85feb · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Chatunitest: A framework for llm-based test generation,
Reference 42
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 ddbef130-5b67-404b-bec3-b0025bf58455 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction An empirical evaluation of using large language models for automated unit test generation,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a17e7e15-1f69-4518-8738-3d507f18d627 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Llm for test script generation and migration: Challenges, capabilities, and opportunities,
Reference 44
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 8e27aadc-eff8-4b14-93d2-71a096185ac2 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Inferfix: End-to-end program repair with llms,
Reference 45
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 e747676b-da03-4aa1-8565-873b927d657e · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Can we enhance bug report quality using llms?: An empirical study of llm-based bug report generation,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bc45b36-d7b7-4d79-8be4-f0f7b0c40380 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Guardian: A runtime framework for llm-based ui exploration,
Reference 47
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 62b16f73-fcdd-40cb-813f-766e6dcd6dad · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Make llm a testing expert: Bringing human-like interaction to mobile gui testing via functionality-aware decisions,
Reference 48
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 d09560b0-9db6-4757-b1c7-2b322f777f36 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Towards generating ui design feedback with llms,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4d5ed6c-07a8-4347-9fff-a80d1b1df4ae · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Issue2test: Generating reproducing test cases from issue reports,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b983a58-3f0e-45d5-810f-36d9b06b4911 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9220860-02ba-4625-917f-c68eb66feb2e · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction LASER: LLM Agent with State-Space Exploration for Web Navigation
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 370a9ea3-d576-4ccd-9981-f843e8426c59 · outbound
From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Visualwebarena: Evaluating multimodal agents on realistic visual web tasks,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.