Paper Citation Record · LEDGER

Deep Researcher with Test-Time Diffusion

As of 11 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 11 inbound Pith citation observations for arXiv:2507.16075.

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

pith.paper-citation-record.v1
2507.16075 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:24:23.761787Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:26:56.651888Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:39:30.133831Z

Reference resolution

55 of 55 outbound references displayed

verified exact3
verified fuzzy12
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50bf06a1-b082-4dd1-928b-c22c60b656f9 · outbound

This paper cites Open Deep Search: Democratizing Search with Open-source Reasoning Agents.

Deep Researcher with Test-Time Diffusion Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:18.983945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c4678e-53b4-4d2f-97fd-2b1d44ba895e · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:24:29.546166Z

Source-reported events for the cited work

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

Observation db51fec2-ad94-46eb-bf4b-7882baa18e60 · outbound

This paper cites Catalano.

Deep Researcher with Test-Time Diffusion Catalano

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:19.239243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f039b748-36d9-45d6-8fc8-40b4c2bf4f2b · outbound

This paper cites AI4Research: A Survey of Artificial Intelligence for Scientific Research.

Deep Researcher with Test-Time Diffusion AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:19.362052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe532798-a2fb-45bc-b37d-357f771ff65f · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:24:29.385425Z

Source-reported events for the cited work

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

Observation 3b0f130f-a4b0-4029-a989-171f745b672c · outbound

This paper cites Coelho, J.

Deep Researcher with Test-Time Diffusion Coelho, J

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:19.588501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6456a6-fc66-4330-a0bf-afd40f281a03 · outbound

This paper cites Deerflow, 2025.

Deep Researcher with Test-Time Diffusion Deerflow, 2025

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:29.252987Z

Source-reported events for the cited work

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

Observation 8855fc18-d5fc-4367-b110-2a9cbc1af2e5 · outbound

This paper cites Flower and J.

Deep Researcher with Test-Time Diffusion Flower and J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:29.014732Z

Source-reported events for the cited work

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

Observation bb1524c6-ccc4-4f05-8e4a-3d0da4d7f3c4 · outbound

This paper cites Gemini diffusion, 2025.

Deep Researcher with Test-Time Diffusion Gemini diffusion, 2025

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:28.852632Z

Source-reported events for the cited work

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

Observation e23bb435-523d-4a9d-a52c-6279853f4e69 · outbound

This paper cites Towards an AI co-scientist.

Deep Researcher with Test-Time Diffusion Towards an AI co-scientist

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:20.026321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee05167-76d9-4df6-a03b-263d9e697a21 · outbound

This paper cites Grok, 2025.

Deep Researcher with Test-Time Diffusion Grok, 2025

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:28.687489Z

Source-reported events for the cited work

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

Observation 9cb859a1-a8c0-40fc-b15b-7b9854afba6a · outbound

This paper cites AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback.

Deep Researcher with Test-Time Diffusion AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:24:26.052612Z

Source-reported events for the cited work

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

Observation 6395854b-8c0c-44ae-ae5f-3d9696e019ff · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T15:24:24.306897Z

Source-reported events for the cited work

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

Observation 4e8dff32-a1b1-4df6-9587-8c86c450a654 · outbound

This paper cites Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas.

Deep Researcher with Test-Time Diffusion Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:20.456229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e75aa48-9509-4f6f-946c-79f8c92699f1 · outbound

This paper cites Ichihara, Y.

Deep Researcher with Test-Time Diffusion Ichihara, Y

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:28.467129Z

Source-reported events for the cited work

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

Observation 5592119e-f978-4f19-a6f0-9f3bb7275fbd · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Deep Researcher with Test-Time Diffusion Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:20.714300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2947566f-600b-4095-b9c3-6af8426d5944 · outbound

This paper cites Kimi-researcher end-to-end rl training for emerging agentic capabilities, 2025.

Deep Researcher with Test-Time Diffusion Kimi-researcher end-to-end rl training for emerging agentic capabilities, 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:28.291256Z

Source-reported events for the cited work

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

Observation 7102ce58-d958-427e-b516-3625c2afe208 · outbound

This paper cites Evolving Deeper LLM Thinking.

Deep Researcher with Test-Time Diffusion Evolving Deeper LLM Thinking

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:20.961819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c967066-9396-4a17-af79-0d4673a839d6 · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.044500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3bc339e-cf6d-4bd7-87ef-5d335c1a42d4 · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

Deep Researcher with Test-Time Diffusion Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.105411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c24d960-bd4e-4918-b776-05f5f87e28f7 · outbound

This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

Deep Researcher with Test-Time Diffusion WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.242412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9525451-b773-47ed-8c15-49b37e9657e1 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Deep Researcher with Test-Time Diffusion Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.357829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb76607-32e3-4d8a-a828-b39581565604 · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:24:28.112784Z

Source-reported events for the cited work

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

Observation 24071394-692b-4ee8-9aaf-90635da0d43c · outbound

This paper cites Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators.

Deep Researcher with Test-Time Diffusion Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.497194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4ee279-8aa7-41f4-988c-b272d38fe247 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Deep Researcher with Test-Time Diffusion The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.575814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b012434a-3a0d-4212-88c1-2d1c872516f0 · outbound

This paper cites Madaan, N.

Deep Researcher with Test-Time Diffusion Madaan, N

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:27.971019Z

Source-reported events for the cited work

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

Observation d30c6240-eabd-4eac-971e-842ba8e7e095 · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

Deep Researcher with Test-Time Diffusion GAIA: a benchmark for General AI Assistants

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.721226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8caffe99-dd48-42fe-8790-1d127ae87d64 · outbound

This paper cites Large Language Diffusion Models.

Deep Researcher with Test-Time Diffusion Large Language Diffusion Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.780256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d347d922-c3a7-4104-9157-eae357ad8956 · outbound

This paper cites Novikov, N.

Deep Researcher with Test-Time Diffusion Novikov, N

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:27.799039Z

Source-reported events for the cited work

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

Observation 03add4f7-e01d-4cac-bbbb-962654cf2d7c · outbound

This paper cites Introducing deep research, 2025.

Deep Researcher with Test-Time Diffusion Introducing deep research, 2025

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:21.918390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d3a1b2-12a8-4258-ba5f-22f501f93fa1 · outbound

This paper cites Introducing perplexity deep research, 2025.

Deep Researcher with Test-Time Diffusion Introducing perplexity deep research, 2025

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:27.574746Z

Source-reported events for the cited work

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

Observation 5f457c39-61e0-40c9-a036-268277fa0ddd · outbound

This paper cites Humanity's Last Exam.

Deep Researcher with Test-Time Diffusion Humanity's Last Exam

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.075336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb4f8a0-04cb-4a13-b330-59cd682935b6 · outbound

This paper cites Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution.

Deep Researcher with Test-Time Diffusion Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.150063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebba6488-48f2-4191-b057-140d99339d8f · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:24:27.347302Z

Source-reported events for the cited work

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

Observation 441cfb63-b0fc-40b8-9bfa-c6f9cd574e71 · outbound

This paper cites Researcher.

Deep Researcher with Test-Time Diffusion Researcher

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:27.184718Z

Source-reported events for the cited work

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

Observation 00c69ecf-a8ae-4f50-bfef-03b667508e7e · outbound

This paper cites Roucher, A.

Deep Researcher with Test-Time Diffusion Roucher, A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:27.008531Z

Source-reported events for the cited work

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

Observation e2d86350-7fff-4e1b-8399-5c7c0969dbe4 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Deep Researcher with Test-Time Diffusion Agent Laboratory: Using LLM Agents as Research Assistants

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.457559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab9b53a-29c1-41d4-a93b-757c70231f38 · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:24:26.795602Z

Source-reported events for the cited work

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

Observation 0b2cf7f4-f183-4530-9ad5-cf0812e8289d · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.593310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80a3eca-b4e7-4f61-acad-55a054076195 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

Deep Researcher with Test-Time Diffusion Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.665585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1936d96-6bce-4c59-a0e6-5e0afc043b6a · outbound

This paper cites Stelmakh, Y.

Deep Researcher with Test-Time Diffusion Stelmakh, Y

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.759417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83df228-c304-4d3d-9900-457e594a2d14 · outbound

This paper cites AI-Researcher: Autonomous Scientific Innovation.

Deep Researcher with Test-Time Diffusion AI-Researcher: Autonomous Scientific Innovation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.823389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab36755-0cd5-4fbf-82e1-fbf902c1deae · outbound

This paper cites Trivedi, N.

Deep Researcher with Test-Time Diffusion Trivedi, N

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:22.892173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92da31aa-16ab-4318-b7dc-560c6998ac4a · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:24:26.593460Z

Source-reported events for the cited work

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

Observation 85dd0ad0-edae-4af4-b445-119cd507b9aa · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Deep Researcher with Test-Time Diffusion The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.049894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cbafa53-7475-4e80-bc30-59701f5a0774 · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.153977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5cfede-ea87-4d59-9d4f-7ea28bc0a97b · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.229748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bbf4ec1-b0b0-4e08-a0a5-0267662c6726 · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.286893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 518378fa-0fa8-4082-9e28-f2d31402005f · outbound

This paper cites Zhang, X.

Deep Researcher with Test-Time Diffusion Zhang, X

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:24:26.420697Z

Source-reported events for the cited work

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

Observation f40aacc3-e8ef-47c4-acce-df342c5a7bfa · outbound

This paper cites Zheng, S.

Deep Researcher with Test-Time Diffusion Zheng, S

Reference 50

Resolution: verified exact; doi, observed 2026-08-06T15:24:24.026015Z

Source-reported events for the cited work

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

Observation 76f74794-a302-4b10-aa1c-9b69685de9fc · outbound

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

Deep Researcher with Test-Time Diffusion DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.501454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c95d35e-da7b-4772-8739-0f456955dcf3 · outbound

This paper cites Świechowski, K.

Deep Researcher with Test-Time Diffusion Świechowski, K

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.574235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4380ce1-0abe-4480-b3be-05b23fe865f1 · outbound

This paper cites @esa (Ref.

Deep Researcher with Test-Time Diffusion @esa (Ref

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.617760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97857c9d-7d32-4561-987f-930f8f9c3aac · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.685193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7230a0-10bb-4c47-b076-b1615da435df · outbound

This paper cites an unresolved cited work.

Deep Researcher with Test-Time Diffusion Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:23.761787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 54f88893-a2af-4d92-952f-cdf1f1433781 · inbound

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

Deep Research Agents: A Systematic Examination And Roadmap Deep Researcher with Test-Time Diffusion

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.651888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff94a419-327a-4215-91a4-d508473c1573 · inbound

Open Data Synthesis For Deep Research cites this paper.

Open Data Synthesis For Deep Research Deep Researcher with Test-Time Diffusion

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T13:45:11.775915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0bb8668-c87c-40b2-aadf-56c56daf823f · inbound

Evolutionary Profiles for Protein Fitness Prediction cites this paper.

Evolutionary Profiles for Protein Fitness Prediction Deep Researcher with Test-Time Diffusion

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-18T09:01:09.654643Z

Source-reported events for the cited work

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

Observation 8e239149-c4c6-4ebf-8dee-15977d7ff1a8 · inbound

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation cites this paper.

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation Deep Researcher with Test-Time Diffusion

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:15:34.531094Z

Source-reported events for the cited work

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

Observation 03b51bc3-aac0-4623-a9bf-c5ce935ece5e · inbound

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation cites this paper.

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation Deep Researcher with Test-Time Diffusion

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T02:35:46.089337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f495c1ae-f1b7-4f70-91f3-7a2e90719e2e · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective Deep Researcher with Test-Time Diffusion

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:19.718570Z

Source-reported events for the cited work

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

Observation 23c8d007-5bc4-4612-ae36-0de45e379ebe · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective Deep Researcher with Test-Time Diffusion

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:19:16.657070Z

Source-reported events for the cited work

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

Observation 33683367-dcec-42ac-8afc-6c242bbb1fc2 · inbound

AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents cites this paper.

AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents Deep Researcher with Test-Time Diffusion

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:47:21.489031Z

Source-reported events for the cited work

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

Observation 196515d2-16ab-439f-8e70-348f6c3c6cef · inbound

AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents cites this paper.

AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents Deep Researcher with Test-Time Diffusion

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:05:46.200555Z

Source-reported events for the cited work

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

Observation 6be95d72-25fd-449f-9ea7-56ca760bbded · inbound

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning cites this paper.

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning Deep Researcher with Test-Time Diffusion

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:17:14.651288Z

Source-reported events for the cited work

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

Observation d28976dd-84f6-47af-91c1-3b138c49f572 · inbound

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research cites this paper.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Deep Researcher with Test-Time Diffusion

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.135601Z

Source-reported events for the cited work

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