Paper Citation Record · LEDGER

AgentRxiv: Towards Collaborative Autonomous Research

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2503.18102.

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

pith.paper-citation-record.v1
2503.18102 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 44 of 44 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:22:36.526802Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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External citation measurements

4
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 31ffe52a-14ea-48c7-a623-8b33a9e73151 · inbound

Sparks of Science: Hypothesis Generation Using Structured Paper Data cites this paper.

Sparks of Science: Hypothesis Generation Using Structured Paper Data AgentRxiv: Towards Collaborative Autonomous Research

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T12:22:36.526802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3b9ea8-f6c7-4e2a-8b11-fc2066ce941f · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review AgentRxiv: Towards Collaborative Autonomous Research

Reference 174

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.615927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87024a79-5db3-4064-a49d-8640a507e318 · inbound

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering cites this paper.

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering AgentRxiv: Towards Collaborative Autonomous Research

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:11:54.207690Z

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Observation 6644779d-0a34-4a62-a9a3-ddfb730e7f97 · inbound

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification cites this paper.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification AgentRxiv: Towards Collaborative Autonomous Research

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:35.523244Z

Source-reported events for the cited work

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Observation 01ac44c5-0ef0-44e2-a18c-8e83f72bc88f · inbound

AI-Researcher: Autonomous Scientific Innovation cites this paper.

AI-Researcher: Autonomous Scientific Innovation AgentRxiv: Towards Collaborative Autonomous Research

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:16.246033Z

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Observation ae4cbbda-a8eb-44c8-8573-4cb5c4a40477 · inbound

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms cites this paper.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms AgentRxiv: Towards Collaborative Autonomous Research

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.372256Z

Source-reported events for the cited work

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Observation 35395a05-b826-4a49-a2c2-0eae3f057626 · inbound

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions cites this paper.

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions AgentRxiv: Towards Collaborative Autonomous Research

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:10:10.045902Z

Source-reported events for the cited work

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Observation cd1553ba-71e9-4dd8-9f86-860dc395762d · inbound

Kaleidoscopic Teaming in Multi Agent Simulations cites this paper.

Kaleidoscopic Teaming in Multi Agent Simulations AgentRxiv: Towards Collaborative Autonomous Research

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:12:00.173707Z

Source-reported events for the cited work

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Observation 1a0485c1-06ce-4deb-b054-8271923de9a7 · inbound

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

Deep Research Agents: A Systematic Examination And Roadmap AgentRxiv: Towards Collaborative Autonomous Research

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.841725Z

Source-reported events for the cited work

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Observation 326fd8e3-bd18-48ff-89d8-1ab95554ae3a · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator AgentRxiv: Towards Collaborative Autonomous Research

Reference 152

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:17:06.305910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e65bc7f-4e94-4099-9be3-666b2b438b64 · inbound

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis cites this paper.

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis AgentRxiv: Towards Collaborative Autonomous Research

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:40:51.354449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da482789-de8d-4f5d-8667-c0e38779ba86 · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? AgentRxiv: Towards Collaborative Autonomous Research

Reference 139

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:14.981003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6dc26a9-9e4b-4d32-b014-50109bdd4bba · inbound

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios cites this paper.

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios AgentRxiv: Towards Collaborative Autonomous Research

Reference 237

Resolution: unresolved; no resolver link, observed 2026-08-15T17:04:47.693532Z

Source-reported events for the cited work

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Observation 3c79780d-0d84-4a0a-80de-fb850418b60d · inbound

SciFig: Towards Automating Editable Figure Generation for Scientific Papers cites this paper.

SciFig: Towards Automating Editable Figure Generation for Scientific Papers AgentRxiv: Towards Collaborative Autonomous Research

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T12:07:41.621427Z

Source-reported events for the cited work

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Observation 97034d38-aa55-41b9-8a0a-1decd5c58c65 · inbound

FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights cites this paper.

FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights AgentRxiv: Towards Collaborative Autonomous Research

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:17:18.388441Z

Source-reported events for the cited work

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Observation 8a3d580b-b3e8-41a8-80d0-3f8d5439e27d · inbound

Learning to Predict Future-Aligned Research Proposals with Language Models cites this paper.

Learning to Predict Future-Aligned Research Proposals with Language Models AgentRxiv: Towards Collaborative Autonomous Research

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T23:03:14.810082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a6a7dee-2629-4824-b5a7-531674d25956 · inbound

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review cites this paper.

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review AgentRxiv: Towards Collaborative Autonomous Research

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:20:10.397001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2be400b-d380-4cd4-a58a-c6526d9bcc57 · inbound

Knows: Agent-Native Structured Research Representations cites this paper.

Knows: Agent-Native Structured Research Representations AgentRxiv: Towards Collaborative Autonomous Research

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:51:46.035879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e096521-0d63-4538-b698-f7eb3d382f49 · inbound

pAI/MSc: ML Theory Research with Humans on the Loop cites this paper.

pAI/MSc: ML Theory Research with Humans on the Loop AgentRxiv: Towards Collaborative Autonomous Research

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:51:03.212434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a861ad26-73d2-476c-bdf1-387481a2ffd0 · inbound

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents cites this paper.

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents AgentRxiv: Towards Collaborative Autonomous Research

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-08T23:34:25.559285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bcf15f17-9095-4da3-bbcd-600fa0ce9a52 · inbound

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents cites this paper.

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents AgentRxiv: Towards Collaborative Autonomous Research

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:10:53.139334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9fef756-7ce0-40c5-b939-a85d9c3104cf · inbound

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents cites this paper.

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents AgentRxiv: Towards Collaborative Autonomous Research

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:03:01.670354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 98180665-774a-4955-935c-0d2a918699f2 · inbound

Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents cites this paper.

Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents AgentRxiv: Towards Collaborative Autonomous Research

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:41:26.240348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ef5ac9d-edd5-4b13-a052-26ce596cb863 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide AgentRxiv: Towards Collaborative Autonomous Research

Reference 170

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.475083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 814cf62e-c798-429f-8e8a-fb29bfaec61b · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide AgentRxiv: Towards Collaborative Autonomous Research

Reference 170

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:44.126740Z

Source-reported events for the cited work

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Observation f6c1a4da-f071-4b86-bc45-8e5bfbe48624 · inbound

How Far Are We From True Auto-Research? cites this paper.

How Far Are We From True Auto-Research? AgentRxiv: Towards Collaborative Autonomous Research

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T09:58:11.250431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba0b8477-a339-4741-99e2-f765278f252a · inbound

AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists cites this paper.

AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists AgentRxiv: Towards Collaborative Autonomous Research

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T03:59:32.446234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e818f9d6-e145-4e83-93b2-0d04b2c424bc · inbound

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery cites this paper.

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery AgentRxiv: Towards Collaborative Autonomous Research

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:50:22.012552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94f5a00c-1de8-4ec5-a974-21b2e8840f12 · inbound

Workflow Closure Is Not Scientific Closure in Auto-Research Systems cites this paper.

Workflow Closure Is Not Scientific Closure in Auto-Research Systems AgentRxiv: Towards Collaborative Autonomous Research

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:45:51.434954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 103ef521-1d2e-43a0-a9a5-14333a8efcc3 · inbound

AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning cites this paper.

AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning AgentRxiv: Towards Collaborative Autonomous Research

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:56:47.914237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 959d257c-3549-4cb6-9e7a-8cb94e15114c · inbound

AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning cites this paper.

AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning AgentRxiv: Towards Collaborative Autonomous Research

Reference 10

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Observation d901819f-15d9-4937-9ea7-e61789deddff · inbound

Signal-Driven Observation for Long-Horizon Web Agents cites this paper.

Signal-Driven Observation for Long-Horizon Web Agents AgentRxiv: Towards Collaborative Autonomous Research

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-28T01:31:29.230586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d95cbcd0-084b-472b-88ab-d4842b3638e1 · inbound

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries cites this paper.

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries AgentRxiv: Towards Collaborative Autonomous Research

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:27:40.560696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9295921-52e9-49c8-b4c9-03f168d72f77 · inbound

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement cites this paper.

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement AgentRxiv: Towards Collaborative Autonomous Research

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T11:28:04.225540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c9b3a2e-5876-4932-9fe1-71a54d81b5f6 · inbound

Automated reproducibility assessments in the social and behavioral sciences using large language models cites this paper.

Automated reproducibility assessments in the social and behavioral sciences using large language models AgentRxiv: Towards Collaborative Autonomous Research

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:28:34.070255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab96f770-db8e-43c8-9c91-50a6c1dadac7 · inbound

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World cites this paper.

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World AgentRxiv: Towards Collaborative Autonomous Research

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:59:33.463797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57a5697d-d243-44ed-8a1d-c989898b62bb · inbound

AICID: Unique Identifiers for AI Scientists cites this paper.

AICID: Unique Identifiers for AI Scientists AgentRxiv: Towards Collaborative Autonomous Research

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:54:29.759402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3d5c565-f483-41a6-9b76-71e2583122f5 · inbound

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration cites this paper.

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration AgentRxiv: Towards Collaborative Autonomous Research

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:24:22.558498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c58caec-3b29-4499-8ac5-dd7ca0e91969 · 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 AgentRxiv: Towards Collaborative Autonomous Research

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:05:41.372781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7773bd6-c82f-4036-8950-d6d6555bcef5 · inbound

Agentic Neural Architecture Search cites this paper.

Agentic Neural Architecture Search AgentRxiv: Towards Collaborative Autonomous Research

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T14:17:10.008576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 63211ba3-66ad-4f64-a435-d8dea8796685 · inbound

Agentic Neural Architecture Search cites this paper.

Agentic Neural Architecture Search AgentRxiv: Towards Collaborative Autonomous Research

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T14:17:10.005343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 126dc7ca-f5a7-4afe-83e5-9c2fa019eaf5 · inbound

The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards cites this paper.

The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards AgentRxiv: Towards Collaborative Autonomous Research

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T23:11:44.090881Z

Source-reported events for the cited work

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Observation 69812d4c-0b39-4af5-8f23-874732b0d662 · inbound

Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning cites this paper.

Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning AgentRxiv: Towards Collaborative Autonomous Research

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:43.619081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a58e238-3fed-4e26-ba1b-0441540a670e · inbound

Training AI Scientists to Replicate Research cites this paper.

Training AI Scientists to Replicate Research AgentRxiv: Towards Collaborative Autonomous Research

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-14T13:35:09.856505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.