Pith. sign in

Paper Citation Record · LEDGER

Temac: Multi-Agent Collaboration for Automated Web GUI Testing

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.

pith.paper-citation-record.v1
2506.00520 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:07:59.540540Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T16:10:14.144156Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T05:19:34.892224Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy44
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation faa97c5c-b34b-43f1-b444-588d4a1c96eb · outbound

This paper cites [Online].

Temac: Multi-Agent Collaboration for Automated Web GUI Testing [Online]

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:07.659289Z

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.

source=pdf_text observed=2026-08-07T12:07:53.620814Z digest=sha256:4d2d07a060ff80aefc07647cd5684e5bcca8da6d20249ae73c76277b0f7106ef

Observation 0abf1beb-ab56-4e9f-8b37-2a835601d8e6 · outbound

This paper cites Improving random GUI testing with image-based widget detection,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Improving random GUI testing with image-based widget detection,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:07.228197Z

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.

source=pdf_text observed=2026-08-07T12:07:53.697759Z digest=sha256:5527da6383bcc3c8c93f7baefcf4b41fc85baa1efdfbaaa4df5f4a9332777b62

Observation e9004121-7689-4fe7-a4f5-dfac26d6c75e · outbound

This paper cites Crawling Ajax-based web applications through dynamic analysis of user interface state changes,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Crawling Ajax-based web applications through dynamic analysis of user interface state changes,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:07.060345Z

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.

source=pdf_text observed=2026-08-07T12:07:53.835897Z digest=sha256:751988f5ce6da98c588d3f1245238fa7a59d1679c2711237f6cbfcb87248b730

Observation 72774147-51e9-4b36-9495-7187df0e2de4 · outbound

This paper cites Invariant-based automatic testing of modern web applications,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Invariant-based automatic testing of modern web applications,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:06.764944Z

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.

source=pdf_text observed=2026-08-07T12:07:53.991533Z digest=sha256:bd8cedc8cc12f919a2c9e995dd2b39becbceebf41b286b5d5c8eba39d9e8b791

Observation fca653eb-50da-4237-89ce-f4d234b4a3ee · outbound

This paper cites Neural embeddings for web testing,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Neural embeddings for web testing,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:54.145127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:54.145127Z digest=sha256:0af22afe5d9cdf63423243f7753b18e5bcfcf26be4d96e176cc78c68a989a82b

Observation 637947d6-458c-40b8-b5b9-5c451d582d31 · outbound

This paper cites Fragment-based test generation for web apps,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Fragment-based test generation for web apps,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:06.485378Z

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.

source=pdf_text observed=2026-08-07T12:07:54.299027Z digest=sha256:b25649f7848328dd3b844a413cb78d3516d2ac0fe2777133ee729d752f79d1fd

Observation 7343b4ea-739e-4aec-804e-83edd58f2cc3 · outbound

This paper cites Judge: Effective state abstraction for guiding automated web GUI testing,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Judge: Effective state abstraction for guiding automated web GUI testing,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:06.222784Z

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.

source=pdf_text observed=2026-08-07T12:07:54.430929Z digest=sha256:bdbca16d4b8e5815a4c2bac3902642f04ce08bc421844ed0fa1ea922f7158d12

Observation 2de3edd6-c89a-4b14-8c6c-c8eea53b12ef · outbound

This paper cites Automatic web testing using curiosity-driven reinforcement learning,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Automatic web testing using curiosity-driven reinforcement learning,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:06.004783Z

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.

source=pdf_text observed=2026-08-07T12:07:54.528125Z digest=sha256:b87d693c03624de2354967fe8124a588335ca30de8119cde3101d2abbbe8efa5

Observation 07b88c2e-0ea8-487b-999a-160e7e44ade2 · outbound

This paper cites QExplore: An exploration strategy for dynamic web applications using guided search,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing QExplore: An exploration strategy for dynamic web applications using guided search,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.791017Z

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.

source=pdf_text observed=2026-08-07T12:07:54.599158Z digest=sha256:a9419c916fc37456d34abe0bad89e1aafe5a172282a42bfef395ac201d757f45

Observation 8f8a526b-ebc2-47a2-af73-dd19c18d023e · outbound

This paper cites A reinforcement learning approach to generating test cases for web applications,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing A reinforcement learning approach to generating test cases for web applications,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.716640Z

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.

source=pdf_text observed=2026-08-07T12:07:54.697568Z digest=sha256:5bcb76c2d46c9ab10afa11129d13c8ec34401ac844fc916329809a66fb0e954b

Observation c2cb3a17-a66a-4c1a-ad0c-6021d9e552cc · outbound

This paper cites UniRL- Test: universal platform-independent testing with reinforcement learning via image understanding,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing UniRL- Test: universal platform-independent testing with reinforcement learning via image understanding,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.587735Z

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.

source=pdf_text observed=2026-08-07T12:07:54.808129Z digest=sha256:b96ebc6f438efe7eeb809281d4b61221cb6ea6b1a501f6a5a721cf8346d5f78c

Observation 1396c59b-0e42-49c0-aa0e-4a38ceeabad3 · outbound

This paper cites Effective, platform- independent GUI testing via image embedding and reinforcement learn- ing,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Effective, platform- independent GUI testing via image embedding and reinforcement learn- ing,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.506243Z

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.

source=pdf_text observed=2026-08-07T12:07:54.873104Z digest=sha256:01cdeeba6ecf908a3bfca7035f0026ef6001d66145704074a3a3bf3b55705730

Observation 2e854db7-891f-410f-9fbe-4a9b706a7bd0 · outbound

This paper cites Deep Reinforcement Learning for Automated Web GUI Testing.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Deep Reinforcement Learning for Automated Web GUI Testing

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:54.945249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:54.945249Z digest=sha256:677dc705558d5cc68eadc2a5d4ec2ce602ed9d1036ddba8bfbb58f12c22e622b

Observation 321efbfc-9955-4670-8c3a-f7594966db4e · outbound

This paper cites Q-learning,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Q-learning,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.426380Z

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.

source=pdf_text observed=2026-08-07T12:07:55.034396Z digest=sha256:724309a55d9e94a28efa532b4725a1bc77eef48101ca14f8492b67ae7b643ee6

Observation e0ca18c2-35e5-4e71-9fae-e97b94e97869 · outbound

This paper cites Leveraging large vision- language model for better automatic web GUI testing,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Leveraging large vision- language model for better automatic web GUI testing,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.352469Z

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.

source=pdf_text observed=2026-08-07T12:07:55.150699Z digest=sha256:8292250472e1263233911ef260c7cac8a1db4fa33c8c2de32f164390a8ac9703

Observation c79d334c-b765-403f-90fe-ccd149e9b731 · outbound

This paper cites Feature-driven end-to-end test generation,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Feature-driven end-to-end test generation,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.258549Z

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.

source=pdf_text observed=2026-08-07T12:07:55.244952Z digest=sha256:2f978b89f84ae898b5815fb0a8b022429f718739daa5ba3697d5865b25144025

Observation a7772a20-bb2c-47f6-8ed0-99b9e8a5d478 · outbound

This paper cites NaviQAte: Functionality-Guided Web Application Navigation.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing NaviQAte: Functionality-Guided Web Application Navigation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:55.354863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:55.354863Z digest=sha256:42441413c854c6b9d06d0a40afe95a0529ad36373b1339658d9b2fe079b67431

Observation 091db759-5a00-458b-9cd5-f275d589ebac · outbound

This paper cites Near-duplicate detection in web app model inference,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Near-duplicate detection in web app model inference,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:05.124540Z

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.

source=pdf_text observed=2026-08-07T12:07:55.457980Z digest=sha256:ac606080551e2f610863a790389fdda23b626234b8e161ea967c22ace5a0886a

Observation 25d2a88c-a11b-45c2-97b3-e8bd43d7872c · outbound

This paper cites Fill in the blank: Context-aware automated text input generation for mobile GUI testing,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:04.884801Z

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.

source=pdf_text observed=2026-08-07T12:07:55.553640Z digest=sha256:112cbf1db51af479d4e0e451f751f5c0d0d36903a386dbcd8b9103420c13b655

Observation 1a4785ee-4d27-4400-9160-84ec55ba40ee · outbound

This paper cites Testing the limits: Unusual text inputs generation for mobile app crash detection with large language model,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:04.626683Z

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.

source=pdf_text observed=2026-08-07T12:07:55.620918Z digest=sha256:acfd970b95e070bb053c8a86fd47429a02e6d7b1615f56777fb39f680789151a

Observation 50626565-8417-42ca-8699-43566ebefaca · outbound

This paper cites Make LLM a testing expert: Bringing human-like interaction to mobile GUI testing via functionality-aware decisions,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:04.370209Z

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.

source=pdf_text observed=2026-08-07T12:07:55.692691Z digest=sha256:71e88535a30c2936e6385043d48fb5a740bcfd21e883ff968682ffbd60c36ff6

Observation 94cc58d5-e73b-4e4c-8593-8aa996027b9a · outbound

This paper cites Autonomous Large Language Model Agents Enabling Intent-Driven Mobile GUI Testing.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Autonomous Large Language Model Agents Enabling Intent-Driven Mobile GUI Testing

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:55.791863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:55.791863Z digest=sha256:e487bde923302ac43776f8f90955aad6185447ef8abdb7cc859b77eee82bcb29

Observation 1c546896-30e0-4212-b2bf-48c052290cd5 · outbound

This paper cites MobileGPT: Augmenting LLM with human-like app memory for mo- bile task automation,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing MobileGPT: Augmenting LLM with human-like app memory for mo- bile task automation,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:04.150823Z

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.

source=pdf_text observed=2026-08-07T12:07:55.854588Z digest=sha256:27488e8064364dd2d4353c092c69be2907123406ee62e5bfa68a24a65ffa5165

Observation b45a9887-cfc7-4e28-820a-b7aef199460b · outbound

This paper cites Mind2Web: Towards a generalist agent for the web,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Mind2Web: Towards a generalist agent for the web,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.953645Z

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.

source=pdf_text observed=2026-08-07T12:07:55.958128Z digest=sha256:64c8572111b1230756750bf4fa4e415da19416821177f691e2085899104859f6

Observation 11b308f7-7004-4e50-8061-40e81cf4f8c3 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:56.031407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:56.031407Z digest=sha256:3a86ca5397475656b6104ab7c4d082b8845ba8ad6adb9438d67fb017faaee4ca

Observation 03b4b6cf-e7fb-4d0e-ae91-fbc859632f22 · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:56.145984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:56.145984Z digest=sha256:f8ce19e765eda27467b0ed44d11a366a508cce7bde3ab14ff884aaedb42ca3ac

Observation a0030fb6-35d3-4ef7-bf30-7fd5ff1320e5 · outbound

This paper cites GPT-4V(ision) is a gen- eralist web agent, if grounded,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing GPT-4V(ision) is a gen- eralist web agent, if grounded,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.750859Z

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.

source=pdf_text observed=2026-08-07T12:07:56.260867Z digest=sha256:4ac97f9e4c372dab0706773809bf8ca5c2cb1ecbadd711812d261f2b79e4eca1

Observation 3ef0d9da-35c3-491c-8798-70eaa45593dd · outbound

This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:56.371318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:56.371318Z digest=sha256:a8ff077d17e36df4428ba89f864cd54f92dbefb301751ac5231ed89860ce8d26

Observation d99d8644-fb25-4198-a56b-431581c1f1f5 · outbound

This paper cites Open Source Repository of Seeker,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Open Source Repository of Seeker,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.608799Z

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.

source=pdf_text observed=2026-08-07T12:07:56.499596Z digest=sha256:54af7e90e8a7f43778a61369b54945931a24af089dc70785bc2a9c96504919fe

Observation 13cff65e-1179-4fda-8518-fd3da5ff4346 · outbound

This paper cites [Online].

Temac: Multi-Agent Collaboration for Automated Web GUI Testing [Online]

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.467629Z

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.

source=pdf_text observed=2026-08-07T12:07:56.602458Z digest=sha256:d576ee74ec0f7239c32715b1fceb4affa53411575a0ca86f584bc8cbfc229398

Observation 2284e0cd-7090-4e6f-abc9-c86b68e3fba4 · outbound

This paper cites Language models are unsupervised multitask learners,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Language models are unsupervised multitask learners,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:56.687597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:56.687597Z digest=sha256:61fe654d10ecf0ec7d3c2736adfd42cf18c07140c5a9fc85a895f33fa29fa98a

Observation e581b94c-6b1c-45f8-b033-a698fa0d8d84 · outbound

This paper cites Language models are few-shot learners,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Language models are few-shot learners,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.295775Z

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.

source=pdf_text observed=2026-08-07T12:07:56.755327Z digest=sha256:dee6d5d09a3d705e5e69f5a0c79a88d936f5eba357c705ac5e8cf49374ebfe91

Observation e2c2e449-1b34-4d25-9eda-54c3ca7f3ed6 · outbound

This paper cites Attention is all you need,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Attention is all you need,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.198402Z

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.

source=pdf_text observed=2026-08-07T12:07:56.849386Z digest=sha256:a43c43eb5bd91526a7bd70159647c4e4626113536a635b8a387c9b42ef2264aa

Observation 44d9328b-ed50-40b7-923c-8c56a19a4d0e · outbound

This paper cites Web application testing: Using tree kernels to detect near-duplicate states in automated model inference,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:03.050041Z

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.

source=pdf_text observed=2026-08-07T12:07:56.964135Z digest=sha256:7bc323ee769304ac82fa6889362c0f6fa2fd89fee6831edc2b07a46fc0bbffb6

Observation dc891851-8f6a-4124-be54-8e63bf180a46 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Chain-of-thought prompting elicits reasoning in large language models,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:02.863971Z

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.

source=pdf_text observed=2026-08-07T12:07:57.051292Z digest=sha256:73fd1781fd09542318de971b27b5c8581bf50f26cca8844dc0a4cd6cc1039a41

Observation b34efde9-7020-45e3-9834-dc0e659aabfe · outbound

This paper cites Google Style Guide,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Google Style Guide,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:02.719583Z

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.

source=pdf_text observed=2026-08-07T12:07:57.183179Z digest=sha256:3fc8d0d9ec0d366476584c3516d2d3e6bcf1b1457d0e4b7766d9748c2eb212a9

Observation 8533e62d-43e3-46bb-b774-7a5334ef1cef · outbound

This paper cites Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:57.261565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:57.261565Z digest=sha256:e51b97adcd14cd2b29156629983344339409da083f135a6e46d13c7331b9f360

Observation 99d4caf9-d483-4e94-a9a2-0c46a4e4448d · outbound

This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:57.327041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:57.327041Z digest=sha256:826dc0e4900d1b82ed1a756ebb80a6c7c113d30f953a60328280469bbaa14fd7

Observation 58125042-c834-4854-be6a-9008456cacbf · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:57.413773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:57.413773Z digest=sha256:430f9f8b2d0114a1406c24e48828dc0c0890f0a059287abb55fa06954e7937fd

Observation 220f86a1-4d77-43c0-b973-aed3875ff849 · outbound

This paper cites Cogagent: A visual language model for GUI agents,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Cogagent: A visual language model for GUI agents,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:02.598401Z

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.

source=pdf_text observed=2026-08-07T12:07:57.510474Z digest=sha256:b275dc0bcab9dc03abd9b319afbbdffa5afbcd64edb168a4b668854055fbcac7

Observation 43d94289-65a7-4d2d-8dae-ba4346268a43 · outbound

This paper cites CogVLM: Visual expert for pretrained language models,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing CogVLM: Visual expert for pretrained language models,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:02.477887Z

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.

source=pdf_text observed=2026-08-07T12:07:57.620557Z digest=sha256:e9dbfcf000aeeb3d3ab3d62287e10133646746c3f10f1ad3e22630684d3db1d5

Observation bb21d617-0b20-43b2-9a75-0e02af88294b · outbound

This paper cites WebGLM: Towards an efficient and reliable web-enhanced question answering system,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing WebGLM: Towards an efficient and reliable web-enhanced question answering system,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:02.278430Z

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.

source=pdf_text observed=2026-08-07T12:07:57.739797Z digest=sha256:5fb41af99df33e1abcda6fddf7ad1cf09461990f4cde530783e8082829cc7e7b

Observation afdfa14a-a00c-4649-9be2-9536fb450413 · outbound

This paper cites AutoWebGLM: A large language model- based web navigating agent,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing AutoWebGLM: A large language model- based web navigating agent,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:02.111043Z

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.

source=pdf_text observed=2026-08-07T12:07:57.841673Z digest=sha256:470ff022dc4f938eff418168301296c7aa21b185f20237ad6d7d7a0490adb448

Observation cb136df2-ca3f-4bee-b095-64fc09228006 · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:57.983988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:57.983988Z digest=sha256:2e3f4af1df19fa95f515f4824b3c3fa6733064cede05ff5d5b166ab66c3219b7

Observation 50e276e3-75a0-427a-a4a6-b0e6dc369867 · outbound

This paper cites Feedback-directed exploration of web ap- plications to derive test models,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Feedback-directed exploration of web ap- plications to derive test models,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:01.949744Z

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.

source=pdf_text observed=2026-08-07T12:07:58.078885Z digest=sha256:2783efd963ec62f4036b27488e4c41af6aad6d586fd6f8de0c74231324e82ec4

Observation fb254011-9cbd-4016-b174-705ca15fbac7 · outbound

This paper cites Web application testing: A systematic literature review,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Web application testing: A systematic literature review,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:01.769105Z

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.

source=pdf_text observed=2026-08-07T12:07:58.190394Z digest=sha256:fa36bd68200d20104e7941d8c75abebec42a6b040de534d10a5817acb4129dff

Observation dc7614b2-4a3f-4959-9de6-f4b9d94cd061 · outbound

This paper cites Realworld,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Realworld,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:01.584444Z

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.

source=pdf_text observed=2026-08-07T12:07:58.301066Z digest=sha256:46eaa2420acca70ae1a4a2f5231688acc3a9845691de06510d8af4ed97292f4c

Observation 3db68a42-048f-47a6-989e-63627f40cdf8 · outbound

This paper cites 4ga Boards,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing 4ga Boards,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:01.411068Z

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.

source=pdf_text observed=2026-08-07T12:07:58.406505Z digest=sha256:7da84ca6253d12f2d2f9857c1481f31b1fb258c03fbacd3afdcc514441331410

Observation e1533324-91f9-47a9-9ab6-b566df23bbe6 · outbound

This paper cites Timeoff Management Application,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Timeoff Management Application,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:01.269710Z

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.

source=pdf_text observed=2026-08-07T12:07:58.505328Z digest=sha256:5d56a34425b38f0d7531814ed24c63b02a20cfd37889fc38dc7487ce13938808

Observation f4643188-9e7f-4641-91a9-6149ae14504c · outbound

This paper cites Parabank,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Parabank,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:01.060873Z

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.

source=pdf_text observed=2026-08-07T12:07:58.605663Z digest=sha256:48f21c6d251071f3032f567e57935eec483df7739c85f5014b7b9c2750a30b93

Observation bc63e7fb-c19c-4503-b69d-d7a4135e9577 · outbound

This paper cites Agilenfant,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Agilenfant,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:00.878373Z

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.

source=pdf_text observed=2026-08-07T12:07:58.704198Z digest=sha256:3cfbac98d70156a26fe090698c9aa3f95fe91a2a6126799f4482d0faf79190ec

Observation b8a726e1-219c-47f8-bf06-bc8fdc0e5200 · outbound

This paper cites Efficient memory management for large language model serving with PagedAttention,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Efficient memory management for large language model serving with PagedAttention,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:00.707675Z

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.

source=pdf_text observed=2026-08-07T12:07:58.817507Z digest=sha256:95a8b167b35da6ad94206a2ff69cf3486a091f8d24668b041d7e65e19134be16

Observation aa1fbbdd-2228-446a-b2bc-54dead7fd1be · outbound

This paper cites Alexa Top Websites,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Alexa Top Websites,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:00.549312Z

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.

source=pdf_text observed=2026-08-07T12:07:58.928892Z digest=sha256:3fc6e7f50ceee777a0bcfd8f3230bc1300dfff6e2fca45609e7151d5ff807dc9

Observation cb47dfde-b239-4e62-84eb-9f325fb46b1f · outbound

This paper cites Fetch Standard - CORS Protocol and Credentials,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Fetch Standard - CORS Protocol and Credentials,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:00.353718Z

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.

source=pdf_text observed=2026-08-07T12:07:59.063690Z digest=sha256:1041a8ec17082a10662d0115a8153030294748290a28a0f73c9c8d8b4d22c350

Observation 9a012570-9978-4997-9286-9943008a3683 · outbound

This paper cites Visual instruction tuning,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Visual instruction tuning,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:59.165023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:59.165023Z digest=sha256:d3f1a82a939001976dded8c5a80722383109e2a6510c077d93e10bc294b51091

Observation 34f8457e-9d19-49cb-ba47-fe5fa4c7d420 · outbound

This paper cites Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:59.271324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:59.271324Z digest=sha256:adc2c1b184dff1ade63a15660559f615bf30c48a7fa9d5cc5e1f160597d8f0c6

Observation c394d1a4-43d6-4c10-a8d5-8c22f8cf9bb7 · outbound

This paper cites Guardian: A runtime framework for LLM-based UI exploration,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing Guardian: A runtime framework for LLM-based UI exploration,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:08:00.158441Z

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.

source=pdf_text observed=2026-08-07T12:07:59.394044Z digest=sha256:4fd4cdfaec55955b2779e5e0423dfba6364e8858dffea152209d5ac33eabd5b1

Observation 7f3b06fe-43fb-4b4e-b7e7-84abeb1acdd6 · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T12:07:59.466626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:07:59.466626Z digest=sha256:f19afc1d24939543158f390fcb731a81b2aac40689de347dc4e6d076e8121f2f

Observation 87a88168-25a8-4a46-9017-2dd93fffcb07 · outbound

This paper cites WorkArena++: Towards compositional planning and reasoning-based common knowledge work tasks,.

Temac: Multi-Agent Collaboration for Automated Web GUI Testing WorkArena++: Towards compositional planning and reasoning-based common knowledge work tasks,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:07:59.968998Z

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.

source=pdf_text observed=2026-08-07T12:07:59.540540Z digest=sha256:8c6468bd0aafb1d4fb41787e55ca6aa30a894761f67c9a2d00e121d0ea9e4b79

Pith citing papers

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 cites this paper.

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

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:02:24.878212Z

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.

source=pdf_text observed=2026-05-16T06:02:14.073712Z digest=sha256:33e38a593df8f46c196e6f9655d58ddd7c003afaf1540204a256f8900ce1a0f8

Observation 32d0043f-7db7-413e-bde7-9f279c0a2be9 · inbound

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning cites this paper.

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning Temac: Multi-Agent Collaboration for Automated Web GUI Testing

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-07-04T05:19:34.893812Z

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.

source=pdf_text observed=2026-06-26T16:10:14.144156Z digest=sha256:db04a76ad2c56ddf6896ddf58e54d3436ac1ab6ab0d17de3829e28b8b675274c