Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:07:59.540540Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2506.00520.
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 2026-08-07T12:07:59.540540Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T16:10:14.144156Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T05:19:34.892224Z
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation faa97c5c-b34b-43f1-b444-588d4a1c96eb · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing [Online]
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0abf1beb-ab56-4e9f-8b37-2a835601d8e6 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Improving random GUI testing with image-based widget detection,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e9004121-7689-4fe7-a4f5-dfac26d6c75e · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Crawling Ajax-based web applications through dynamic analysis of user interface state changes,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 72774147-51e9-4b36-9495-7187df0e2de4 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Invariant-based automatic testing of modern web applications,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fca653eb-50da-4237-89ce-f4d234b4a3ee · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Neural embeddings for web testing,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 637947d6-458c-40b8-b5b9-5c451d582d31 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Fragment-based test generation for web apps,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7343b4ea-739e-4aec-804e-83edd58f2cc3 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Judge: Effective state abstraction for guiding automated web GUI testing,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2de3edd6-c89a-4b14-8c6c-c8eea53b12ef · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Automatic web testing using curiosity-driven reinforcement learning,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 07b88c2e-0ea8-487b-999a-160e7e44ade2 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing QExplore: An exploration strategy for dynamic web applications using guided search,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8f8a526b-ebc2-47a2-af73-dd19c18d023e · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing A reinforcement learning approach to generating test cases for web applications,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c2cb3a17-a66a-4c1a-ad0c-6021d9e552cc · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing UniRL- Test: universal platform-independent testing with reinforcement learning via image understanding,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1396c59b-0e42-49c0-aa0e-4a38ceeabad3 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Effective, platform- independent GUI testing via image embedding and reinforcement learn- ing,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2e854db7-891f-410f-9fbe-4a9b706a7bd0 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Deep Reinforcement Learning for Automated Web GUI Testing
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 321efbfc-9955-4670-8c3a-f7594966db4e · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Q-learning,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e0ca18c2-35e5-4e71-9fae-e97b94e97869 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Leveraging large vision- language model for better automatic web GUI testing,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c79d334c-b765-403f-90fe-ccd149e9b731 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Feature-driven end-to-end test generation,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a7772a20-bb2c-47f6-8ed0-99b9e8a5d478 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing NaviQAte: Functionality-Guided Web Application Navigation
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 091db759-5a00-458b-9cd5-f275d589ebac · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Near-duplicate detection in web app model inference,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 25d2a88c-a11b-45c2-97b3-e8bd43d7872c · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Fill in the blank: Context-aware automated text input generation for mobile GUI testing,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1a4785ee-4d27-4400-9160-84ec55ba40ee · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Testing the limits: Unusual text inputs generation for mobile app crash detection with large language model,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 50626565-8417-42ca-8699-43566ebefaca · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Make LLM a testing expert: Bringing human-like interaction to mobile GUI testing via functionality-aware decisions,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 94cc58d5-e73b-4e4c-8593-8aa996027b9a · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Autonomous Large Language Model Agents Enabling Intent-Driven Mobile GUI Testing
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c546896-30e0-4212-b2bf-48c052290cd5 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing MobileGPT: Augmenting LLM with human-like app memory for mo- bile task automation,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b45a9887-cfc7-4e28-820a-b7aef199460b · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Mind2Web: Towards a generalist agent for the web,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 11b308f7-7004-4e50-8061-40e81cf4f8c3 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b4b6cf-e7fb-4d0e-ae91-fbc859632f22 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0030fb6-35d3-4ef7-bf30-7fd5ff1320e5 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing GPT-4V(ision) is a gen- eralist web agent, if grounded,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3ef0d9da-35c3-491c-8798-70eaa45593dd · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d99d8644-fb25-4198-a56b-431581c1f1f5 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Open Source Repository of Seeker,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 13cff65e-1179-4fda-8518-fd3da5ff4346 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing [Online]
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2284e0cd-7090-4e6f-abc9-c86b68e3fba4 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Language models are unsupervised multitask learners,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e581b94c-6b1c-45f8-b033-a698fa0d8d84 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Language models are few-shot learners,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e2c2e449-1b34-4d25-9eda-54c3ca7f3ed6 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Attention is all you need,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 44d9328b-ed50-40b7-923c-8c56a19a4d0e · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Web application testing: Using tree kernels to detect near-duplicate states in automated model inference,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc891851-8f6a-4124-be54-8e63bf180a46 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Chain-of-thought prompting elicits reasoning in large language models,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b34efde9-7020-45e3-9834-dc0e659aabfe · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Google Style Guide,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8533e62d-43e3-46bb-b774-7a5334ef1cef · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d4caf9-d483-4e94-a9a2-0c46a4e4448d · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58125042-c834-4854-be6a-9008456cacbf · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 220f86a1-4d77-43c0-b973-aed3875ff849 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Cogagent: A visual language model for GUI agents,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 43d94289-65a7-4d2d-8dae-ba4346268a43 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing CogVLM: Visual expert for pretrained language models,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bb21d617-0b20-43b2-9a75-0e02af88294b · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing WebGLM: Towards an efficient and reliable web-enhanced question answering system,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation afdfa14a-a00c-4649-9be2-9536fb450413 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing AutoWebGLM: A large language model- based web navigating agent,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cb136df2-ca3f-4bee-b095-64fc09228006 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50e276e3-75a0-427a-a4a6-b0e6dc369867 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Feedback-directed exploration of web ap- plications to derive test models,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fb254011-9cbd-4016-b174-705ca15fbac7 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Web application testing: A systematic literature review,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc7614b2-4a3f-4959-9de6-f4b9d94cd061 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Realworld,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3db68a42-048f-47a6-989e-63627f40cdf8 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing 4ga Boards,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e1533324-91f9-47a9-9ab6-b566df23bbe6 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Timeoff Management Application,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f4643188-9e7f-4641-91a9-6149ae14504c · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Parabank,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bc63e7fb-c19c-4503-b69d-d7a4135e9577 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Agilenfant,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b8a726e1-219c-47f8-bf06-bc8fdc0e5200 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Efficient memory management for large language model serving with PagedAttention,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation aa1fbbdd-2228-446a-b2bc-54dead7fd1be · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Alexa Top Websites,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cb47dfde-b239-4e62-84eb-9f325fb46b1f · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Fetch Standard - CORS Protocol and Credentials,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9a012570-9978-4997-9286-9943008a3683 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Visual instruction tuning,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34f8457e-9d19-49cb-ba47-fe5fa4c7d420 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c394d1a4-43d6-4c10-a8d5-8c22f8cf9bb7 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Guardian: A runtime framework for LLM-based UI exploration,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7f3b06fe-43fb-4b4e-b7e7-84abeb1acdd6 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87a88168-25a8-4a46-9017-2dd93fffcb07 · outbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing WorkArena++: Towards compositional planning and reasoning-based common knowledge work tasks,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6dad0ab0-8416-49d7-b0eb-46c4d1c1a6b8 · inbound
WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements Temac: Multi-Agent Collaboration for Automated Web GUI Testing
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 32d0043f-7db7-413e-bde7-9f279c0a2be9 · inbound
AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning Temac: Multi-Agent Collaboration for Automated Web GUI Testing
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.