Paper Citation Record · LEDGER

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 61 inbound Pith citation observations for arXiv:2508.05748.

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

pith.paper-citation-record.v1
2508.05748 v3

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T18:56:23.817544Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 61 of 61 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:26:56.603067Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

31 of 31 outbound references displayed

verified exact20
verified fuzzy2
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch9

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation d4bd7a48-51bf-435e-ba07-6ad6cb3d9cd1 · outbound

This paper cites Qwen2.5-VL Technical Report.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Qwen2.5-VL Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T18:56:23.915900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a15cbc98-4ab1-4f8e-beb2-7e60657564d3 · outbound

This paper cites Why reasoning matters? a survey of advancements in multimodal reasoning (v1).

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Why reasoning matters? a survey of advancements in multimodal reasoning (v1)

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.857412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4c2ebe9-4399-4cfe-ae47-0b775b4bcd14 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Evaluating Large Language Models Trained on Code

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:56:23.864934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 499edf28-5844-4674-ab3d-bcb80ccd7474 · outbound

This paper cites M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.872966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76c4a3da-e9a7-4fa5-b398-b019731279ff · outbound

This paper cites Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.880172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1f07c42-8af2-451e-b620-24358f1f71ef · outbound

This paper cites Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.887970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08bc7117-0e4f-42c3-be50-d03b44bf8b8c · outbound

This paper cites SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.895091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 06a31577-b3b6-41d8-a96b-58f6ee127d9c · outbound

This paper cites FullStack Bench: Evaluating LLMs as Full Stack Coders.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent FullStack Bench: Evaluating LLMs as Full Stack Coders

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.902839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c89c951-07b8-4fb4-857b-98a3de03a057 · outbound

This paper cites Yuhao Dong, Zuyan Liu, Hai-Long Sun, Jingkang Yang, Winston Hu, Yongming Rao, and Ziwei Liu.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Yuhao Dong, Zuyan Liu, Hai-Long Sun, Jingkang Yang, Winston Hu, Yongming Rao, and Ziwei Liu

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:56:24.048466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9bf24133-f692-496d-b86a-d713551450a5 · outbound

This paper cites Seeking and Updating with Live Visual Knowledge.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Seeking and Updating with Live Visual Knowledge

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.922842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d5fc73ca-9b82-466a-8a88-91440c9e06d0 · outbound

This paper cites Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.929624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28812c4e-aa19-49d7-b707-b9c88ffe31e0 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:56:23.936880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89b0f690-1830-4613-b407-6e923d38572a · outbound

This paper cites OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:23.944685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7e4f7ab-7720-4187-ae82-22e5d575534c · outbound

This paper cites OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-27T02:04:28.324233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6320c711-898e-4ac0-90cc-f39425bca9d7 · outbound

This paper cites MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:23.959929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bef75ba1-73ff-4487-bdcc-a4ae44e0fb8b · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T15:37:09.773663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22521279-05b7-4ede-be3c-007bf6381880 · outbound

This paper cites Thomas Mensink, Jasper Uijlings, Lluis Castrejon, Arushi Goel, Felipe Cadar, Howard Zhou, Fei Sha, André Araujo, and Vittorio Ferrari.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Thomas Mensink, Jasper Uijlings, Lluis Castrejon, Arushi Goel, Felipe Cadar, Howard Zhou, Fei Sha, André Araujo, and Vittorio Ferrari

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:56:24.052950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 357233fc-e9f1-40f4-a029-ff02ee2e2435 · outbound

This paper cites Humanity's Last Exam.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Humanity's Last Exam

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T18:56:23.980780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d9134d9-2d67-4ef6-8865-6454a3103638 · outbound

This paper cites Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.987203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8014801f-cc3f-4541-a341-24145d26a7c2 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:56:23.992073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee46ac06-1f6f-40ea-932f-c54783cf6fa3 · outbound

This paper cites Assessing "Implicit" Retrieval Robustness of Large Language Models.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Assessing "Implicit" Retrieval Robustness of Large Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.997401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0418bf23-1913-45d5-9e3a-b51bc9548e61 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:56:24.002556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a8097119-183a-4e24-b0ff-e5c84960d97a · outbound

This paper cites OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:13:13.788897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0e52505f-8ea4-4214-8a84-daf5d6ce139b · outbound

This paper cites WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.014124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90c1f86a-9076-421d-9b75-43c0b280e8b1 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T18:56:24.021133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3c255b3-2864-451a-b5a5-b941577cd2e1 · outbound

This paper cites A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.027581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 623233a9-efc2-4d9b-826d-7f857dfd8e81 · outbound

This paper cites MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.034271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab0a14ae-da34-4a13-8fb7-81a7de51354c · outbound

This paper cites MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:56:24.039726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af2c8f61-5ca4-4d2f-a1c4-f5ebfe77fa78 · outbound

This paper cites PyVision: Agentic Vision with Dynamic Tooling.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent PyVision: Agentic Vision with Dynamic Tooling

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.044382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2afbc784-1962-4708-a775-7b80ee1d7563 · outbound

This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T19:58:59.023888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 703b22d4-151c-4059-879e-d92854343ae8 · outbound

This paper cites OAgents: An Empirical Study of Building Effective Agents.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent OAgents: An Empirical Study of Building Effective Agents

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:23.848489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation c5665ad9-e340-4a1e-9b73-9b821722e60d · inbound

Deep Research Agents: A Systematic Examination And Roadmap cites this paper.

Deep Research Agents: A Systematic Examination And Roadmap WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.603067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e06f674b-d6b4-4622-9983-709648e89d1c · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 283

Resolution: verified exact; local_arxiv, observed 2026-05-18T19:21:48.586305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf5555a3-91d0-472c-b320-e5c9e72f4d97 · inbound

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search cites this paper.

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-18T01:17:55.644770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba2045a0-37ff-4d05-a19b-a233e566c4a0 · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 159

Resolution: verified exact; local_arxiv, observed 2026-05-18T00:02:25.446636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2917a802-1ca4-4263-8138-551b4280f645 · inbound

Latent Visual Reasoning cites this paper.

Latent Visual Reasoning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12d06612-af7d-4170-9488-945c6a25002d · inbound

DeepEyesV2: Toward Agentic Multimodal Model cites this paper.

DeepEyesV2: Toward Agentic Multimodal Model WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:32:29.566253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8275f9e2-84ef-4b02-b282-00c1add04fb5 · inbound

DynaWeb: Model-Based Reinforcement Learning of Web Agents cites this paper.

DynaWeb: Model-Based Reinforcement Learning of Web Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T09:37:41.514211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f4433c1-af72-4bb9-b18c-8b06d1776dcc · inbound

Imagination Helps Visual Reasoning, But Not Yet in Latent Space cites this paper.

Imagination Helps Visual Reasoning, But Not Yet in Latent Space WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T20:40:30.373169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d15297-3d43-4bd5-b8f9-6c0922e912e5 · inbound

Evaluating the Search Agent in a Parallel World cites this paper.

Evaluating the Search Agent in a Parallel World WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 820af3fc-8672-493b-b050-4b2ec880093a · inbound

Gen-Searcher: Reinforcing Agentic Search for Image Generation cites this paper.

Gen-Searcher: Reinforcing Agentic Search for Image Generation WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd1b7442-fd09-4dd2-80df-f7763f3c36a3 · inbound

Gen-Searcher: Reinforcing Agentic Search for Image Generation cites this paper.

Gen-Searcher: Reinforcing Agentic Search for Image Generation WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:35:25.175264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6bccbf98-d5c7-46d3-ad74-040726d283e9 · inbound

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces cites this paper.

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b074a6a-42d9-4f4d-b6d9-ebadc9e61e0c · inbound

Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization cites this paper.

Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fe2c27f-2b7c-41d2-a98a-eae3194eb7df · inbound

VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning cites this paper.

VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 503034a4-bb44-4dc9-89e5-530b27442ec9 · inbound

Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation cites this paper.

Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c833cf5-f319-4c0b-865c-1a4e9b1e6aac · inbound

PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers cites this paper.

PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a554a16-a74c-4636-a155-85442316779b · inbound

Towards Long-horizon Agentic Multimodal Search cites this paper.

Towards Long-horizon Agentic Multimodal Search WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6dd5d7df-1fb5-404e-8fe0-4b0dfd57dea1 · inbound

POINTS-Seeker: An Open Recipe for Multimodal Search Agents with Visual Memory Management cites this paper.

POINTS-Seeker: An Open Recipe for Multimodal Search Agents with Visual Memory Management WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ffa279fd-48a8-4c9a-946c-f5dc401d0c82 · inbound

POINTS-Seeker: An Open Recipe for Multimodal Search Agents with Visual Memory Management cites this paper.

POINTS-Seeker: An Open Recipe for Multimodal Search Agents with Visual Memory Management WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T16:18:20.625700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e45160d7-6dc6-4449-9820-7952aa799f3d · inbound

DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents cites this paper.

DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 71

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 402544bc-25d2-4de5-b99b-466770a08906 · inbound

ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards cites this paper.

ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b9efe9e-9ddd-4c7e-9836-5fada0fa4c1e · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b83d99e-7dc7-4b98-a7f6-6f1ce5e02178 · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1a61f13-3a14-4d27-88c0-2a2cb97f9bba · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-19T17:02:40.734170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b7fa124-5252-4e77-90ff-3fd61ebbe583 · inbound

HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents cites this paper.

HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0d608c4-2264-4227-8fb3-4d911c741437 · inbound

HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents cites this paper.

HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a655cd2f-6599-4831-89e8-f433ac23cea9 · inbound

Omni-DeepSearch: A Benchmark for Audio-Driven Omni-Modal Deep Search cites this paper.

Omni-DeepSearch: A Benchmark for Audio-Driven Omni-Modal Deep Search WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f1efc30-0f67-4ba7-bd69-be5f89ac5d50 · inbound

From Web to Pixels: Bringing Agentic Search into Visual Perception cites this paper.

From Web to Pixels: Bringing Agentic Search into Visual Perception WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af59cca7-70f7-4c3a-9247-d0d14a7aacb9 · inbound

ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence cites this paper.

ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0655a808-fe76-4928-9461-b2593ad1df10 · inbound

FIKA-Bench: From Fine-grained Recognition to Fine-Grained Knowledge Acquisition cites this paper.

FIKA-Bench: From Fine-grained Recognition to Fine-Grained Knowledge Acquisition WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a736928e-a736-4e52-bc6c-443ec8e3549a · inbound

FIKA-Bench: From Fine-grained Recognition to Fine-Grained Knowledge Acquisition cites this paper.

FIKA-Bench: From Fine-grained Recognition to Fine-Grained Knowledge Acquisition WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-20T22:03:47.201538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b0e288d-a7f0-4f43-8c8b-7f1a43b2a071 · inbound

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context cites this paper.

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.054213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2ff6fbc-a5e2-47f2-b78f-d6ebcc5accb2 · inbound

Don't Guess, Just Ask: Resolving Ambiguity in Referring Segmentation via Multi-turn Clarification cites this paper.

Don't Guess, Just Ask: Resolving Ambiguity in Referring Segmentation via Multi-turn Clarification WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-20T13:43:19.757653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7249b038-2dac-4b4f-9a18-70814771cd9e · inbound

Don't Guess, Just Ask: Resolving Ambiguity in Referring Segmentation via Multi-turn Clarification cites this paper.

Don't Guess, Just Ask: Resolving Ambiguity in Referring Segmentation via Multi-turn Clarification WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.021796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1dec591c-7eb6-4e14-978f-d87fec19beef · inbound

SVFSearch: A Multimodal Knowledge-Intensive Benchmark for Short-Video Frame Search in the Gaming Vertical Domain cites this paper.

SVFSearch: A Multimodal Knowledge-Intensive Benchmark for Short-Video Frame Search in the Gaming Vertical Domain WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 70

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T10:13:12.017523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f895b10-fbab-40c6-b091-7b5edb9fc2a2 · inbound

SVFSearch: A Multimodal Knowledge-Intensive Benchmark for Short-Video Frame Search in the Gaming Vertical Domain cites this paper.

SVFSearch: A Multimodal Knowledge-Intensive Benchmark for Short-Video Frame Search in the Gaming Vertical Domain WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 70

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T08:49:53.419752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5e8b6ac-6de9-4a93-996e-17d8e643d459 · inbound

Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models cites this paper.

Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T18:33:50.544221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e50ccc53-2b6b-4b3d-8d8c-a69cb767320c · inbound

DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.

DeepLatent: Think with Images via Parallel Latent Visual Reasoning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T20:22:37.711207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9d5eefa-354f-4890-ab14-ba686bfd7a51 · inbound

TAPO: Tool-Aware Policy Optimization via Credit Transfer for Multimodal Search Agents cites this paper.

TAPO: Tool-Aware Policy Optimization via Credit Transfer for Multimodal Search Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T12:16:57.776433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d16a255a-209f-4411-92b5-b8d847858a47 · inbound

Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking cites this paper.

Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:47:10.186792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e8908a4-db3e-4159-b517-d05ba0ef7b14 · inbound

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 270

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T09:50:48.464619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 144f6d7d-5000-4250-8505-b70cbed5271e · inbound

ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs cites this paper.

ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-04T12:49:52.168131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70d8f59e-a107-4500-b06a-1a1c4eea4dda · inbound

Latent Visual States for Efficient Multimodal Reasoning cites this paper.

Latent Visual States for Efficient Multimodal Reasoning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-04T16:29:57.263044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d9c1944-0cc8-4bbc-b61a-27e1eb4dd461 · inbound

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning cites this paper.

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-07-04T19:20:06.665253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47a7c605-d050-4f56-b92a-60970bc6e0dd · inbound

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning cites this paper.

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T14:29:53.361671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c69a688-107c-4c3e-abfd-a5f5fa40a24d · inbound

Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents cites this paper.

Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T10:05:41.384777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b684a661-c7a1-4e4e-9a76-2df8839e7ce6 · inbound

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search cites this paper.

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 40

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T09:55:41.130831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cc76311-02e7-4c67-b456-e86ee37c2194 · inbound

When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems cites this paper.

When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-02T06:56:43.883868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 633fe60b-42bb-4ede-9f82-35a552225014 · inbound

When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems cites this paper.

When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.360613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7bf7bec7-5459-495d-869c-3fd177d991bb · inbound

VideoSearcher: Empowering Video Deep Research with Multi-Tool Agentic Reasoning via Reinforcement Learning cites this paper.

VideoSearcher: Empowering Video Deep Research with Multi-Tool Agentic Reasoning via Reinforcement Learning WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T06:04:16.637378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c282df7-e02c-403c-bbea-5721de79ddd4 · inbound

SearchEyes: Towards Frontier Multimodal Deep Search Intelligence via Search World Simulation cites this paper.

SearchEyes: Towards Frontier Multimodal Deep Search Intelligence via Search World Simulation WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-08T20:05:34.061221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd67ed7e-517d-47d8-9f84-5e275e848281 · inbound

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery cites this paper.

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-08T08:04:48.031528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6575478c-4069-42f1-830d-a2a24755cb4e · inbound

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment cites this paper.

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T17:27:26.697652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e821f7b-1ac5-47b0-99a3-46c50c1f83e9 · inbound

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment cites this paper.

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T15:41:28.727344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fb2a3f-d067-4cca-b29b-07da7e062e2f · inbound

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents cites this paper.

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-07-10T07:26:54.432175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a100912a-4bb8-4824-822e-d1489526ba12 · inbound

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents cites this paper.

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T07:56:56.599749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3307efb3-a7f1-4fee-9362-b6166c78c5f1 · inbound

UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp cites this paper.

UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 72

Resolution: unresolved; no resolver link, observed 2026-07-14T10:51:16.019022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8113168-6b42-40be-80c6-509dd82f840f · inbound

LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger cites this paper.

LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T09:24:20.416024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d81ff00-6fa5-4cca-96d8-eb93c7f3c713 · inbound

DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents cites this paper.

DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T20:12:42.009030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6d35e9-fb6f-426c-a75b-6bbbdf13e80f · inbound

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use cites this paper.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.750266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93872b99-4b08-4ebc-bb94-d7dcbdde654e · inbound

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent cites this paper.

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T04:44:28.969281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.