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Paper Citation Record · LEDGER

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research

As of 8 August 2026, this Paper Citation Record lists 100 of 295 outbound references and 0 inbound Pith citation observations for arXiv:2606.20122.

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

pith.paper-citation-record.v1
2606.20122 v1

Coverage vector

measured 100 of 295 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:50:16.183571Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 295 outbound references displayed

  • verified exact33
  • verified fuzzy0
  • unresolved65
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee10ada8-b1b4-4a32-8991-b69eb8210b95 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 1

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Observation 454a3cbb-beef-4c4a-af18-7eb8895f3782 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 2

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Observation b5a11e53-35cf-4390-a2ee-151452de95ff · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 3

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Observation 818638b4-c938-4210-b819-f036c12f651f · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 4

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Observation e85c7e12-0839-4308-b40d-0192aeb9a4c4 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 5

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Observation c7b3de87-7481-45b3-96bd-b12f55daf22a · outbound

This paper cites Deepresearchgym: A free, transparent, and reproducible evaluation sandbox for deep research.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Deepresearchgym: A free, transparent, and reproducible evaluation sandbox for deep research

Reference 6

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arxiv_id, observed 2026-07-04T03:39:30.132285Z

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Observation c3abc042-70f6-4623-8a4b-50a8a8ed13a7 · outbound

This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Reference 7

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local_arxiv, observed 2026-07-04T03:39:30.162054Z

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Observation c89fa060-0ba2-4037-95bd-5c0843941f04 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 8

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

This paper cites Deep Researcher with Test-Time Diffusion.

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

Reference 9

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Observation 891645f3-7e0e-4692-96fd-ba9490d410ac · outbound

This paper cites OpenAI o1 System Card.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research OpenAI o1 System Card

Reference 10

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local_arxiv, observed 2026-07-04T03:39:30.174825Z

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Observation e19d9fc1-a13b-44a2-8a79-f64587d52c55 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 11

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Observation 2d857a2a-14fb-4423-894a-606dd4484806 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 12

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Observation cd087f02-9766-4321-a184-befc82a62880 · outbound

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

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 13

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Observation c4a2b2aa-b458-4eff-9865-d25288a0e432 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 14

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Observation 48b088bc-9056-493c-8bc8-c8aef352b02b · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 15

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 5777b940-e4cd-4f94-a75e-7f8ffd32dc68 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 16

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local_arxiv, observed 2026-07-04T03:39:30.179160Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation dd7e7531-7935-4353-be0f-5ed0de36cf1b · outbound

This paper cites Agentcpm-report: Interleaving drafting and deepening for open-ended deep research, 2026.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Agentcpm-report: Interleaving drafting and deepening for open-ended deep research, 2026

Reference 17

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arxiv_id, observed 2026-07-04T03:39:30.118932Z

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Observation 3e2deb34-ebab-47d9-b986-947051d494b4 · outbound

This paper cites Webweaver: Structuring web-scale evidence with dynamic outlines for open-ended deep research.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Webweaver: Structuring web-scale evidence with dynamic outlines for open-ended deep research

Reference 18

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arxiv_id, observed 2026-07-04T03:39:30.124917Z

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Observation 3e6606ef-3e8f-4c7b-9ed6-b01126d02f77 · outbound

This paper cites DeepSeek-V3 Technical Report.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research DeepSeek-V3 Technical Report

Reference 19

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local_arxiv, observed 2026-07-04T03:39:30.171396Z

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Observation 4279d1db-d133-4a51-a96f-f206016438ca · outbound

This paper cites Teaching language models to support answers with verified quotes.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Teaching language models to support answers with verified quotes

Reference 20

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Observation 91add2e3-c4a7-458e-940c-9bcdc5a6cb31 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 21

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Observation 8e56b71b-aaaf-4e8a-80eb-12bf2fecd900 · outbound

This paper cites InForty-second International Conference on Machine Learning.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research InForty-second International Conference on Machine Learning

Reference 22

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arxiv_id, observed 2026-07-04T03:39:30.142934Z

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Observation efe5ad1e-7478-41bd-89b2-366f2d274a91 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

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Observation 8a5b191e-e7da-44ab-9d9a-8ef198a5e045 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 24

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Observation 0db24655-e1f9-4b70-88a8-450ed9e0d38c · outbound

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

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:4f9f89cfcd34277c22170979359fed8df07089df5455e05b8528b6bac8c0cf90

Observation a285e68b-1a87-4dca-aad6-76543b474b42 · outbound

This paper cites SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation

Reference 26

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arxiv_id, observed 2026-07-04T03:39:30.159086Z

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Observation 5a0fb0e0-bc78-434d-b1e5-7c7632ba8780 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 27

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Observation 2ba25f05-cc44-4f19-bde6-d6c225b25a76 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 28

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arxiv_id, observed 2026-07-04T03:39:30.174034Z

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Observation 14e798a2-edb8-4edb-be58-afb367df67a1 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 29

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Observation e805be5f-3d73-43b8-8102-7629e1cd25b7 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 30

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Observation d900c1c4-e1fe-4881-b483-3a95246938fd · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 31

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Observation 4e5b9fcb-31d2-4ac2-9886-09076a8928e6 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 32

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Observation d999d764-1be8-4d0b-a595-a549d1839cb4 · outbound

This paper cites SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models

Reference 33

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arxiv_id, observed 2026-07-04T03:39:30.149115Z

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Observation 5b00502c-1c01-4811-8b34-eba990c0d00d · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 34

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Observation a064f12e-60bf-438f-8c8e-27cc44877f0d · outbound

This paper cites Qwen3 Technical Report.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Qwen3 Technical Report

Reference 35

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local_arxiv, observed 2026-07-04T03:39:30.098484Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 95cd6c6c-091a-4f1f-990a-8fe030c114b6 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 36

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Observation da0c3364-c9b7-44cb-b3c3-4ff56ce189bf · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

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Observation 1fc3ec75-82ab-4b60-9791-6e766e352ca8 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 38

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Observation 20a8f8e2-4187-49c9-a54d-6c3997551339 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research ReAct: Synergizing Reasoning and Acting in Language Models

Reference 40

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:18c1be48168da1bc551132ce17afed476160ba314dfe7b5731e9e536451ddc4c

Observation b16b13c6-4e54-4233-8fb8-e22c431eb1c5 · outbound

This paper cites StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management

Reference 41

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:229a6e481ac4d8495a76e5b4389e3bb771ae91446cbc6859ef0b4e8bf4240f82

Observation c6193fe7-bde7-49fd-80e6-b946ae68ce32 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 42

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Observation 9e55a88e-b5ab-45ca-beb4-1c2f27c91f3d · outbound

This paper cites FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

Reference 43

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:6827f43dc9d38062e48ddf31e09ac125087ff252c3dcc41a72d6f8cf918fa50b

Observation 889b6a6d-cfaf-4986-89fd-861f7e4892d9 · outbound

This paper cites Aho and Jeffrey D.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Aho and Jeffrey D

Reference 44

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Observation 1b49f634-252d-4d49-ad4f-c1561cc349e0 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 45

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Observation 0a5a1cd1-c9e8-4afb-a57b-26c164adec5c · outbound

This paper cites Chandra and Dexter C.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Chandra and Dexter C

Reference 46

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:fc37483d0d538dc303a2a351009b0ad0b48569f433a7e80207906bbe58ee9919

Observation 211d82d7-def7-4915-aebc-8d5295d38650 · outbound

This paper cites Scalable training of.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Scalable training of

Reference 47

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:3b5dc87f4db2836479524d182baf3d28086a0931bfa2cddfbe5e2905861b389a

Observation 038a0699-acab-4d26-bce7-691c48bb53a6 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 48

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:5bb527ae0728d98c30fde655ff4027d5bc8e1dde57d64873ae436a890ea9ec12

Observation 2faabb3f-e8b4-4c4c-a070-cd2cf348400b · outbound

This paper cites Tetreault , title =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Tetreault , title =

Reference 49

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:c8c9ffdaed7a649f138831ccb49062eccdc7a6cd94d1139727776e2330724a01

Observation 7629d135-acac-4cb1-8741-b5d54e165b2c · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

Reference 50

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:c1cf72d7c092f8a5b75699db295985493a9f8b66daeb0f110f96318454e7af26

Observation d88c1466-897e-41b6-b169-2a7e3c921ca3 · outbound

This paper cites Family practice , volume=.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Family practice , volume=

Reference 51

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:3e28315a09ea07f4c99f773c3ad5c2dae542fff505a2d83c475db5eba7f30071

Observation 0d9e9952-3970-40f5-a659-eeb59b7a7de5 · outbound

This paper cites Advances in neural information processing systems , volume=.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Advances in neural information processing systems , volume=

Reference 52

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:c876597a97150cac8208b30cffa6302eb7eb0590bdda0491b9d170ff67f14141

Observation 3f60a320-82fc-42b4-ae14-d9ab024513ca · outbound

This paper cites Journal of Engineering and Applied Science , volume=.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Journal of Engineering and Applied Science , volume=

Reference 53

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Observation ef476e64-2fb0-4ab6-96d5-a37dd6ccbaf5 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 54

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:a0eecf78e0d3ec6c07f22cb08ae34c4952e57f8214c24cd6e7ee50459c026403

Observation e99e19db-b14b-45cd-90e9-c06ce572f99a · outbound

This paper cites A Survey on Retrieval-Augmented Text Generation for Large Language Models.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research A Survey on Retrieval-Augmented Text Generation for Large Language Models

Reference 55

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:7771e35c09a6038ef7195bf65825a255a1d5bb56679e9b9e4885467bd1f9a6e1

Observation 7a4622ea-9a12-4bc5-bde9-aa44778fcab3 · outbound

This paper cites 2023 , eprint=.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research 2023 , eprint=

Reference 56

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:ebc6040a0d6c685734d872103fc238be659275515eb6b77c8d86c55a1ddf69f4

Observation f8f83bfb-f585-4e60-8dc9-41574b301f72 · outbound

This paper cites Abril and Robert Plant.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Abril and Robert Plant

Reference 57

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:3eac764ac4d188808a17e5f94905a7b6f09bdc17e13c8d431b22a5fb73e00490

Observation 92765c44-db0d-4504-8267-166e6d255a8a · outbound

This paper cites Deciding equivalances among conjunctive aggregate queries.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Deciding equivalances among conjunctive aggregate queries

Reference 58

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:43829cdbef1586e0909565905a26af2c7ebb0d971e4e220c0b7783d65595e6b2

Observation bfb6d362-9c53-4946-b108-a440f4507f27 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 59

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Observation 9a97fe43-459b-4845-ae3a-43c0bcd0b6a3 · outbound

This paper cites Understanding Policy-Based Networking.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Understanding Policy-Based Networking

Reference 60

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:4fb6c6b992a70667a59e7be87d09327c9e9014589e5f70923f1f78e98389ba17

Observation 3de09de2-c2f9-4394-925f-4bd23b68623e · outbound

This paper cites doi:10.1007/3-540-09237-4.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research doi:10.1007/3-540-09237-4

Reference 63

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Observation 3a6c7016-2c58-418c-ab39-c3eeff7b60f8 · outbound

This paper cites Spector , year = 1990, booktitle =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Spector , year = 1990, booktitle =

Reference 64

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:b0fe8d36520dd6c855dbf0bca252c34eee543249122f82c2b111fda375ebed40

Observation defb0c72-10d3-4c81-a347-fc0cf7ace911 · outbound

This paper cites Douglass and David Harel and Mark B.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Douglass and David Harel and Mark B

Reference 65

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:94f7e2f65142e56cc4fb64aac4da7cfe0ccff9e3f0f11cd0fa657ee6fb5ee368

Observation 5cac26cf-9fcb-4090-b5fb-00e76c247be2 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 66

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:9171ce29c40249c55a3e93522817d926e4a5c182a34b2b4e15c9f10f80f38b7d

Observation 2bd4b7fe-f2d3-4e73-b053-f2f38c845c57 · outbound

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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 67

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Observation 3d17afc4-7185-4364-ac36-eee9689cc3ef · outbound

This paper cites Structured Variational Inference Procedures and their Realizations (as incol).

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Structured Variational Inference Procedures and their Realizations (as incol)

Reference 68

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Observation 0c979a74-ed87-4446-af9c-8144ab521205 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 69

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Observation ee8e2669-afbb-4456-82cf-3538dd2262e2 · outbound

This paper cites Catch me, if you can: Evading network signatures with web-based polymorphic worms.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Catch me, if you can: Evading network signatures with web-based polymorphic worms

Reference 70

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:7b22345d51cbd82a33127c8be2b47c81422df0065f7da01e2dc870a5bdc0e494

Observation 2b2f9457-f75e-4de8-9be1-cd031186eece · outbound

This paper cites Predicate Path expressions.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Predicate Path expressions

Reference 71

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Observation ea584e1a-7ca3-44b9-913c-2c36f77999e6 · outbound

This paper cites LOGICS of Programs: AXIOMATICS and DESCRIPTIVE POWER.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research LOGICS of Programs: AXIOMATICS and DESCRIPTIVE POWER

Reference 72

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Observation d6234ce5-2a98-48c8-a1f0-df1c6a3bf5bf · outbound

This paper cites Anisi , title =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Anisi , title =

Reference 73

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:072c9731e60313f0b635a8721843da8d925d63753823621e1af11a05fa06f0dd

Observation 81fc6981-8e92-454d-accb-25110c9e1400 · outbound

This paper cites Clarkson.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Clarkson

Reference 74

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:4d87d58b247975fbf0a90a23a90a8a0ca9f0d21e3b3cc254d7562d0b35c4607a

Observation 3899af8a-607a-47cb-a69a-a1b560219038 · outbound

This paper cites Introduction to Bayesian Statistics.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Introduction to Bayesian Statistics

Reference 75

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:12d49712fec6b38ba6ac3ad2e5d16979c9e4c795466a7e47bbeb36ed70d658e9

Observation 403c7694-c61a-4c10-8569-5373f6a53fd2 · outbound

This paper cites CLIFFORD: a Maple 11 Package for Clifford Algebra Computations, version 11.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research CLIFFORD: a Maple 11 Package for Clifford Algebra Computations, version 11

Reference 76

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:17d9029bf82441156aea82b1071e6b8cb2ebaf3e6e6b19f413f3c258b2f70167

Observation a69f25cb-565c-4ff3-a054-18a2415c7d86 · outbound

This paper cites Stats and Analysis.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Stats and Analysis

Reference 77

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:c89493d58f54133a2e13a323dca7a447ec786ca6915ac739caf48798db1d3ebb

Observation beb3880f-c7dc-40ea-bb0c-c50e9d19104f · outbound

This paper cites A more perfect union.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research A more perfect union

Reference 78

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:5d488d96358118a973a3dbfc239c9983f83496bc96ddd54625b949c6bd0719f4

Observation 3a950b48-eba1-404c-b1cf-6b43f3611ecf · outbound

This paper cites The fountain of youth.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research The fountain of youth

Reference 79

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:d023a9ebca9dd2d64ffdb0e92d611c9773f1ab5aae616462ea204032167b571e

Observation 8a5fb369-bd6c-444f-8f3a-e45ba56759d7 · outbound

This paper cites Solder man.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Solder man

Reference 80

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:1f1c530b23fde389f794324ef22be6781a6ffccb5c775e2c431c2aa2966a9687

Observation 3f5f7218-b223-4f5d-bca4-88731131b38b · outbound

This paper cites Interview with Bill Kinder: January 13.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Interview with Bill Kinder: January 13

Reference 81

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arxiv_id, observed 2026-06-26T17:59:41.057418Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:522eaa0ec4ddb919b99cf7dc846d9b01e35e33ea70bfe71bebe583f0bcccbad4

Observation e04bdd9f-8c18-434f-a7da-ae7b5c31b9ef · outbound

This paper cites The Enabling of Digital Libraries.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research The Enabling of Digital Libraries

Reference 82

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:389c4375f77ebc7db33a47fd5b9ae14f9e913dafbefe05031563ccfe9196f9be

Observation ccdfbb73-4dfe-4c17-a936-f4eb39afee90 · outbound

This paper cites (new) Finding minimum congestion spanning trees , journal =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research (new) Finding minimum congestion spanning trees , journal =

Reference 84

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arxiv_id, observed 2026-06-26T17:59:41.054690Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:c6b06c893acd0bb510ed2089250166168007909dc56a56788c11860cf9c3b828

Observation a98118db-84eb-4136-b3f3-e5186cee8b6c · outbound

This paper cites and Mei, Alessandro , title =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research and Mei, Alessandro , title =

Reference 86

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doi, observed 2026-06-26T17:59:41.051990Z

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:b80ffadcde60776c79c1fd7325c2019c963a5d777b99b0bfa163b200131ccd1e

Observation 70ccb9fd-667c-4527-8be5-9b4a85b4e4be · outbound

This paper cites and Hutchful, David K.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research and Hutchful, David K

Reference 87

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arxiv_id, observed 2026-06-26T17:59:41.008753Z

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:07d6de7c040a143ea91c8cb5a59545a3d4f348f723f5c6a00196b7ad0d3ab1ab

Observation eb00747d-82bc-4828-b9fb-16763a463770 · outbound

This paper cites , title =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research , title =

Reference 88

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:4a2f197870f0012863546fd80ec40d7d0aa8d6f2b084e9b887af07dd3a47ce46

Observation d30c55d1-ed4c-4b5a-acb3-4b7cb0f6163b · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 89

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:5a38752fa3361740df338037e4d6b32da68af058c8200f97aa0bd84ee47af7c7

Observation 6c3c9255-aad3-43ac-ac88-77c4153375f3 · outbound

This paper cites and Rosenberg, Arnold L.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research and Rosenberg, Arnold L

Reference 90

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:ac355f288993bd2842cb41743b86a71ed28aea9fe66a65f9856cfa898248cb82

Observation 3096f8e1-5564-456f-9aa8-8b18e0bb1960 · outbound

This paper cites CHI '08: CHI '08 extended abstracts on Human factors in computing systems , year =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research CHI '08: CHI '08 extended abstracts on Human factors in computing systems , year =

Reference 91

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:9c49b9c05ea6b5c6806cb601554b4ec74a240163e3432c803e4886b9b873c1ff

Observation 4dc81892-f58f-432e-bde3-04a288cd39c5 · outbound

This paper cites Algorithms for Closest-Point Problems (Computational Geometry) , year =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Algorithms for Closest-Point Problems (Computational Geometry) , year =

Reference 92

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:869d0c13f90cba597827341291f011e85d767d76a7148f81d72e17e5e784a5ec

Observation e17411ce-f04c-44e4-84d7-9e01a13b66f9 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 93

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:e1fca42c84a91dee81e0de329e41767e40d2c5e9e3cef0cf2f3c4b4c1ab599df

Observation b3166fa2-0564-49ad-ac57-59fa0bb34499 · outbound

This paper cites 2004 , isbn =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research 2004 , isbn =

Reference 94

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doi, observed 2026-06-26T17:59:41.054753Z

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:a7ace66606864dc83ce4ff01862954d5a40353fc473cad3fb5f02b6a4ac15f1d

Observation 3465b7f5-c9cd-47a4-8d49-54dd4a8099c9 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 95

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:efde9815db4fdc8e935e837c2a0cdbb30eb7b608a566a4d52b97fb94b3b1841d

Observation 5f26db8d-5589-49ba-9ca2-f50ff2584454 · outbound

This paper cites , title =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research , title =

Reference 96

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:e946f289c5d278d03c7be9cfb8ea13083274324c3019f4851f0fa29f90e84702

Observation 310e803c-c346-46a6-98ec-0f7628ccc995 · outbound

This paper cites an unresolved cited work.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Unresolved cited work

Reference 97

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:00bae37c61e3a0daded30114a8d4df25911c77302a6037931a63c42da0e38a29

Observation 9478a8fb-28d2-4c75-bada-ea6312bbf462 · outbound

This paper cites E-commerce and cultural values , year =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research E-commerce and cultural values , year =

Reference 98

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:545b8c7642d21a39c413b230a77087824312cbc7333bc548ff10ccbff19c60e4

Observation b038e7b9-d66a-4a19-a17d-fd986171fc32 · outbound

This paper cites E-commerce and cultural values , year =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research E-commerce and cultural values , year =

Reference 99

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:76e1545b1a7510d2a2577b8b71a163aa4c0f6e5c3409ced5fbd908b8cd0ec4ae

Observation d04734b4-de07-4e44-a215-30bc04454dce · outbound

This paper cites Chapter 9 , booktitle =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Chapter 9 , booktitle =

Reference 100

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:438fa6bcc5d1bc6c39981a82ab260a9693d72a2ecdab6a25ee0a8b4d4dd9e673

Observation d6337087-8fdc-4579-904a-328d58b9fe99 · outbound

This paper cites E-commerce and cultural values , editor =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research E-commerce and cultural values , editor =

Reference 101

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:a0bdd6bcc32c26e28e22e58198c75434bd5d5278490a429f1b0fb397b324ac1e

Observation e445b527-1b88-42df-911d-152097c8d2a9 · outbound

This paper cites E-commerce and cultural values - (InBook-num-in-chap) , chapter =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research E-commerce and cultural values - (InBook-num-in-chap) , chapter =

Reference 102

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:ce2b97598000b7342bbed107722d2a289199bd2d60c7e6ad705409fceea67477

Observation a919f693-26db-4dc5-8bd1-3b0567b288fe · outbound

This paper cites E-commerce and cultural values (Inbook-text-in-chap) , chapter =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research E-commerce and cultural values (Inbook-text-in-chap) , chapter =

Reference 103

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:1c025f4de97e6280970d1acfb189f076f21222b41c1bd414d1ba57f8ffa986cf

Observation bf70450c-57e9-433e-9b21-fd288a0290ac · outbound

This paper cites E-commerce and cultural values (Inbook-num chap) , chapter =.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research E-commerce and cultural values (Inbook-num chap) , chapter =

Reference 104

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:3025e1459095ba0f514abbde66861224839fc9e6a46bf35f6a00fe54d6183019

Observation 3204f618-2b93-470a-947f-395e5d75f43e · outbound

This paper cites Microelectron.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research Microelectron

Reference 105

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source=arxiv_source observed=2026-06-26T17:50:16.183571Z digest=sha256:7d0f369a0f75cde04463355c50bb38d025129ace3f014b0516845fe3605d2fd4

Pith citing papers

No inbound Pith citation observations are available.