Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness | Paper Citation Record

Observation d29f84f8-21a9-4f93-94f3-67d81d1cd0c5 · outbound

This paper cites Exploring the role of large language models in the scientific method: from hypothesis to discovery,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Exploring the role of large language models in the scientific method: from hypothesis to discovery,

Reference 1

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Observation 01636e25-fcbe-421f-9a51-3f08dca2bc01 · outbound

This paper cites From automation to autonomy: A survey on large language models in scientific discovery,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness From automation to autonomy: A survey on large language models in scientific discovery,

Reference 2

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This paper cites Scibench: Evaluating college-level scientific problem-solving abilities of large language models,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Scibench: Evaluating college-level scientific problem-solving abilities of large language models,

Reference 3

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This paper cites Moba: multifaceted memory-enhanced adaptive planning for efficient mobile task automation,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Moba: multifaceted memory-enhanced adaptive planning for efficient mobile task automation,

Reference 4

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Observation 0467f895-08e5-4f98-bec0-ed522d4e2462 · outbound

This paper cites Towards end-to-end automation of ai research,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Towards end-to-end automation of ai research,

Reference 5

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Observation a4559b16-fe1e-43c9-96f3-a24bd8120cd7 · outbound

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

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 6

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Observation 8a7b769f-7fd2-40fa-b57a-82bf0b10c2f9 · outbound

This paper cites Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery,

Reference 7

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Observation 14688eb9-160e-4501-953e-21432be3da89 · outbound

This paper cites Position: Falsify, don’t just discover – AI generated discoveries are NOT born scientific,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Position: Falsify, don’t just discover – AI generated discoveries are NOT born scientific,

Reference 8

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Observation 222fae2e-4321-41fb-af8f-2a9021f97c9b · outbound

This paper cites SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents

Reference 9

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Observation ef8ca28d-bcb1-4f9e-970f-265fac93a22b · outbound

This paper cites Researchagent: Iterative research idea generation over scientific literature with large language models,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Researchagent: Iterative research idea generation over scientific literature with large language models,

Reference 10

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Observation a66df735-cba3-4233-8a78-d6cf4a9d7df9 · outbound

This paper cites Research hypothesis generation over scientific knowledge graphs,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Research hypothesis generation over scientific knowledge graphs,

Reference 11

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Observation a7d6da15-8ac3-4bae-8f83-e47f0a4b7e70 · outbound

This paper cites GoAI: Enhancing AI Students' Learning Paths and Idea Generation via Graph of AI Ideas.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness GoAI: Enhancing AI Students' Learning Paths and Idea Generation via Graph of AI Ideas

Reference 12

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Observation dc28d74a-0838-42ba-8a33-2a64bf4916dc · outbound

This paper cites Literature meets data: A synergistic approach to hypothesis generation,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Literature meets data: A synergistic approach to hypothesis generation,

Reference 13

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Observation ae7ab91e-b5f7-4c31-9678-c3d79d8e0e3a · outbound

This paper cites Agent contracts: A formal framework for resource-bounded autonomous AI systems,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Agent contracts: A formal framework for resource-bounded autonomous AI systems,

Reference 14

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Observation 091da433-924c-4720-8a1e-6d6c5d28d5cc · outbound

This paper cites Deepscientist: Advancing frontier-pushing scientific findings progressively,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Deepscientist: Advancing frontier-pushing scientific findings progressively,

Reference 15

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Observation 5ce646dd-6345-40cf-bd27-995adc6448e4 · outbound

This paper cites Ai-researcher: Autonomous scientific innovation,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Ai-researcher: Autonomous scientific innovation,

Reference 16

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Observation 6b9e8933-9aae-4107-8ae5-218c08826110 · outbound

This paper cites Toward Autonomous Long-Horizon Engineering for ML Research.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Toward Autonomous Long-Horizon Engineering for ML Research

Reference 17

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Observation 63824c1f-a75c-4846-a8ec-7452e3ca2078 · outbound

This paper cites Internagent-1.5: A unified agentic framework for long-horizon autonomous scientific discovery,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Internagent-1.5: A unified agentic framework for long-horizon autonomous scientific discovery,

Reference 18

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Observation a142ab03-b51b-46ae-96d7-76ab0dd2024d · outbound

This paper cites ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Reference 19

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Observation 60294926-dbf3-4d9c-aec7-d4c68f365849 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 20

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Observation 2c1589c7-55c3-42fe-a973-4e30bfb19b11 · outbound

This paper cites Graph wavenet for deep spatial-temporal graph modeling,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Graph wavenet for deep spatial-temporal graph modeling,

Reference 21

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Observation 677ce2f5-a8f9-4007-8d25-938d9c8bb408 · outbound

This paper cites Spatial-temporal identity: A simple yet effective baseline for multivariate time series forecasting,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Spatial-temporal identity: A simple yet effective baseline for multivariate time series forecasting,

Reference 22

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Observation f677ee9d-c3ef-4a4f-b019-067cc05c8faf · outbound

This paper cites Spatio-temporal adaptive embedding makes vanilla transformer sota for traffic forecasting,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Spatio-temporal adaptive embedding makes vanilla transformer sota for traffic forecasting,

Reference 23

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Observation a7c997dc-b4e4-441a-b77e-fbd44fcf155d · outbound

This paper cites A-mem: Agentic memory for llm agents,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness A-mem: Agentic memory for llm agents,

Reference 24

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Observation 428e8c6d-e2f2-47eb-bf1c-bdae60c7a40c · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 25

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Observation 9d7fb1a4-8b8b-418e-94d9-64d19ff1a5d6 · outbound

This paper cites Pinnacle: A comprehensive benchmark of physics-informed neural networks for solving pdes,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Pinnacle: A comprehensive benchmark of physics-informed neural networks for solving pdes,

Reference 26

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Observation a91d8f02-456b-443a-92a9-cbb5685c2595 · outbound

This paper cites A practical pinn framework for multi-scale problems with multi-magnitude loss terms,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness A practical pinn framework for multi-scale problems with multi-magnitude loss terms,

Reference 27

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This paper cites On the eigenvector bias of fourier feature networks: From regression to solving multi-scale pdes with physics-informed neural networks,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness On the eigenvector bias of fourier feature networks: From regression to solving multi-scale pdes with physics-informed neural networks,

Reference 28

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Observation 6e3ec1e1-2407-47cd-9a10-2f5107cedc7e · outbound

This paper cites The Semantic Scholar Open Data Platform.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness The Semantic Scholar Open Data Platform

Reference 29

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This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 30

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Observation 1b76d0a5-67b2-4d4f-bb97-a4b4044df04f · outbound

This paper cites DeepSurvey: Enhancing Analytical Depth and Citation Reliability in Automated Survey Generation.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness DeepSurvey: Enhancing Analytical Depth and Citation Reliability in Automated Survey Generation

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Observation 007527ad-6b3a-4862-9287-a9c2c9bb6e9b · outbound

This paper cites Autosurvey: Large language models can automatically write surveys,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Autosurvey: Large language models can automatically write surveys,

Reference 32

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This paper cites Deep literature survey automation with an iterative workflow,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Deep literature survey automation with an iterative workflow,

Reference 33

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This paper cites Surveyg: A multi-agent llm framework with hierarchical citation graph for automated survey generation,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Surveyg: A multi-agent llm framework with hierarchical citation graph for automated survey generation,

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This paper cites Surveygen-i: Consistent scientific survey generation with evolving plans and memory-guided writing,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Surveygen-i: Consistent scientific survey generation with evolving plans and memory-guided writing,

Reference 35

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation

Reference 36

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation

Reference 37

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This paper cites SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation

Reference 38

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This paper cites Surveybench: Can llm (-agents) write academic surveys that align with reader needs?.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Surveybench: Can llm (-agents) write academic surveys that align with reader needs?

Reference 39

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This paper cites Deepsurvey-bench: Evaluating academic value of automatically generated scientific survey,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Deepsurvey-bench: Evaluating academic value of automatically generated scientific survey,

Reference 40

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text

Reference 41

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Agentic autosurvey: Let llms survey llms,

Reference 42

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This paper cites Dynamic cheatsheet: Test-time learning with adaptive memory,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Dynamic cheatsheet: Test-time learning with adaptive memory,

Reference 43

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This paper cites TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking

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This paper cites Learning hierarchical procedural memory for llm agents through bayesian selection and contrastive refinement,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Learning hierarchical procedural memory for llm agents through bayesian selection and contrastive refinement,

Reference 45

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This paper cites A survey on the memory mechanism of large language model-based agents,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness A survey on the memory mechanism of large language model-based agents,

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Kvcomm: Online cross-context kv-cache communication for efficient llm-based multi-agent systems,

Reference 47

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Agentauditor: Human-level safety and security evaluation for llm agents,

Reference 48

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness A-memguard: A proactive defense framework for llm-based agent memory,

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Trinityguard: A unified framework for safeguarding multi-agent systems,

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Reflexion: Language agents with verbal reinforcement learning,

Reference 51

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Analogagent: Self-improving analog circuit design automation with llm agents,

Reference 52

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Automanual: Constructing instruction manuals by llm agents via interactive environmental learning,

Reference 53

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Observation a8b8372e-5fe1-4590-8174-ce36162e0a49 · outbound

This paper cites Pruning minimal reasoning graphs for efficient retrieval-augmented generation,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Pruning minimal reasoning graphs for efficient retrieval-augmented generation,

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This paper cites Buzz: Beehive-structured sparse kv cache with segmented heavy hitters for efficient llm inference,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Buzz: Beehive-structured sparse kv cache with segmented heavy hitters for efficient llm inference,

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This paper cites Walk wisely on graph: Knowledge graph reasoning with dual agents via efficient guidance-exploration,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Walk wisely on graph: Knowledge graph reasoning with dual agents via efficient guidance-exploration,

Reference 56

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Observation 66af6697-0bf9-4498-813f-152d27e806f8 · outbound

This paper cites MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation

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Observation 5c18c33a-080f-41ea-a289-8c2fc20ca4e3 · outbound

This paper cites In prospect and retrospect: Reflective memory management for long-term personalized dialogue agents,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness In prospect and retrospect: Reflective memory management for long-term personalized dialogue agents,

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Observation 09289800-f425-4f27-be58-133d3cdca2cf · outbound

This paper cites Cogmem: A cognitive memory architecture for sustained multi-turn reasoning in large language models,.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Cogmem: A cognitive memory architecture for sustained multi-turn reasoning in large language models,

Reference 59

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Return up to {max_children} mutually distinct children as strict JSON

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Research-integrity checks:

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Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness Refinement rules: - Verify every reported issue before changing the report

Reference 90

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